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"`36K K /H:T59<=)5 DEH8;:jO :T3Y8A?HB'5 =)?HB^<7E8;L "c36K6KH36?^<7J:T? =)5 &<7EH8A3Y:jO :T3Y8A?'BH5 =)?'B^59>V>?  a= ( =)1 $ (  &+=)?HB  >):7d'E8AJH5 $ )o &=)k&8AK63Y>):T=<98S<7E8`d':7>)m'KY8Ak&5>)O H>>WBH36?HbfmL&JH5T36?ba57Jdn8;:  dn8;8;:T5 <7EH=< d'=:7<736I;3Yd/=<98`36? <7E84?8;,< " >): ^>?D<7E84mn8AEH=)KYOn>)O5Tk&=)K6KY8;:jb):7>Jd'5j>)O+8A?HB JH598;:T5 m'JH< <7E8;LDBH>V?>)<59>KY[)8S<7E8Ak 36?^<7E8 K636kD3Y< jU>kl8a:"JHKY8A5>)OP<7EJHkGm O_>):c<7E8GB8A5736b? >)O 57Jdn8;:  dn8;8;: ?8;,< " >): W5 /5TJHITE]=)5 :78ABHJ'?HBH=)?HI*LN=)?HB I;K6JH57<98;: 573 ;8 HEH=h[)8amn8;8A?NO_>):TkVJHK6=<98ABNmL X =)?b + 2 4 $  o)*o &+m'=)598ABN>?C=l59<7J'BLD>)O <7E8fdn8;:7O >):Tk&=)?HI*8 q >)O Q4?J<98AK6K6=  FIRST−LEVEL NEIGHBORS IP4 B PEERS IP1 A B IP2 IP4 Z IP3 CENTRAL INDEX Z CENTRAL SERVER G SECOND−LEVEL NEIGHBORS REQUESTING PEER IP3 RESOURCES A M TRANSFER IP5 IP2 NAPSTER SUPER PEERS GNUTELLA (Version 0.4) KAZAA MORPHEUS FP3YbJH:78ao   gjFP3Y:T59<b)8A?H8;:T=<73Y>? 57L59<98AkD5;g c=d/59<98;:Q4?J<98AK6K = a=(n=)1 '=)?HB  )> :7d'E8AJ'5       - E8ckD=)36?Db)>=)Kn>)O#F:78;8A?8;< $ o  &+365j<9> 8A?H=m'KY8cd'Jm'K63 57EH36?b :78;<9:"3Y8;[3 ?bR=)?HB :78;d/K636I;=<736?b B>WI;JHkl8A?<75 "cEH36KY8&d':7>)<98AI*<736?b]<7E8     >)O mn>)<7E%<7EH8^d'JHm'K63657EH8;:T5f=)5 " 8AK6K =)5G<7EH8^:78A=)BH8;:T5   =)I"E /'KY8N365 36?H578;:7<98AB36?<9> <7E8C?H8;<," >): J'5736?b = )8;L "`E'36ITE365 = EH=)57E>)OS3Y<75lI*>?<98A?<  [)8;:7L ?>WB8RkD=)36?<7=)3 ?H5`= I;=)ITE8 @ ?>)<4=&dn8;:T5T3659<98A?):78 B >)O <7E8 K6=)59)O <7E8l?>WB8 <7EH=): "=:TB8AB <7EH8V:T8 )J8A57):a= d'=:7<73 I;JHK6=: )8;L]<9>  1 ?H>B8lI*>kld/=:78A5 =)?L]36?HI*>kD36?b :78 )JH8A59<4<9> <7E8 8A?<9:T368A5f36? <7EH8&I;=)ITE8 9//?HBH5S<7E8lI;KY>598A59C3Y): " =:"BH5V<7E8 kl8A5757=b)8C<9> <7E8 I*>):7:T8A59dn>?HBH36?b ?>WB8  FP36KY8A5 =:78 36?H578;:7<98AB=)?HB 598A=:TI"E8AB 36?<7E8 57=)kl8 "=AL c<7EJH5 8A?H5TJ:T36?b <7EH=B8A5NI*>>)dn8;:T=<98 <9> :7>JH<98 :T8 )J8A57<75^<9><7E8 kl>59WI;=<73Y>?>)O <7E8NBH=<7=  % O = ?>WB8^O =)36K 5a<9> KY>I;=<98 =]:78A59>J:"I*8 3Y):"3Yb36?H=)K kl8A575T=b)8RB> "`?H59<9:78A=)k =)KY>?b&<7EH8G57=)kl8ad/=<7EC<7EH=<`36<`I;=)kl8GO :7>k H=)?'BC<7E8a:T8 )J8A57<`365O >): "=:TB8AB <9>l<7E8f?(8 'W<m8A57< ?8A36bEmn>):  + 8aI;=)?N<7EH36? &>)O<7E8GQ4?J<98AK6K =R598A=:"ITEC=)KYb)>):"3Y<7EHk =)5= ) $=  + $ =)5 >)dHdn>598AB <9>D= &  $6    $ 36?NF:78;8A?8;< ! >J<736?Hb 3 5j(8 'Wdn8AI*<98AB <9>&36kld':7>h[)8f>,[)8;:c= dn8;:T3Y>WB >)On<736kl8mn8AI;=)JH598`?H>B8A5 "`36K6KW59dn8AI;36=)K63 ;8 36?lKY>WI;=<736?bG598;<75 >)O 5736k&36K =: )8;LW5 =)5 " 8AK6K=)5j57<9>):T36?b I;K6JH57<98;:T5V>)=O /'KY8A5 "`3Y<7E5736kD36K6=: )8;LW5  - EJH5  //KY8A5 "c36K6Kmn8NBLW?H=)k&36I;=)K6K6L :T8;d'K636I;=<98AB36?KY>I;=<736>?H5   ?8A=:S:78)J8A59<98;:T5S=)?HB B8AKY8;<98AB]O_:7>k KY>WI;=<73Y>?H5 "`E8;:78R<7E8;:78R3 5`?> 36?<98;:T8A59<  - EH8adn8;:7O_>):"k&=)?HI*8G>)O F:78;8A?H8;<`365BH>3 $DI;J'KYl8;[=)K6JH=<98a=)?'B 3Y<dH:7>h[W36B8A5?>ld':7>h[=m'KY84bJH=:T=)?<98;8a>?N<7E8a578A=:TITECK =<98A?HI*L  1S?>)<7E8;:`B:"= " m'=)I  365<7EH=<`36<BH>8A5 ?H>)< bJH=:T=)?<98;8G<9>//?HB =)I;I*8A57573Ym/KY8aI*>?<98A?<  H  *a !AE!  n y    * - E8*/H:T59< b)8A?8;:"=<73Y>? dn8;8;: <9> dn8;8;: 59LW59<98Ak&5V36?H59d'36:78AB <7E8^B8;[)8AK6>)d'kl8A?)O lk >):78 59>)d'EH3 59<736I;=<98AB 598AI*>?HB  b)8A?8;:T=<73Y>?>?8A5lK 3 )8 \1  $ -**&  \E>):"B $ * o*&  @ =)59<9:7L $ -*- &  =)?HB #- =dn8A59<9:TL$  o* & %1SK  <7E>JbE <7EH8A598l59L57<98Ak&5f=dHdn8A=:4[ =)59<7K6L]BH3 %n8;:78A?< <7E8;:78l3654= :78AI;J:7:T8A?kl8c[ =:"36=)?< >)On=)?D>h[)8;:TK =ALDkl8;<9:"36I 59d'=)I*8S36? 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F 36bJ:78Vo    =)ITE :78A57>J:TI*8R3 5`=)K659>^k&=dHdn8AB JH5T36?b&EH=)57E'36?b&>?<9> <7E8N36B8A?<7>3 /H8;:VI;3Y:TI;KY8N=)?HB59<9>):78AB=< <7E8 /':T59B8N57JHI;I*8;8AB'36?b <7EH8NK6>I;=<73Y>? <7EH=  ! >JH<736?b]3 5GB>?8^b):78;8ABH36K6L <9> <7E8^O =:7<7EH8A59575736m'KY8&?>WB8^3 ?%<7E8^:7>J<736?b <7=m'KY8  =)?HB3Y)< EH=:TBN<9> 598;8a<7EH=<`<7EH365b3Y[)8A5c=l<9>)<7=)K+>)O  @ K6>)b B :7>J<73 ?blE>)d'5dn8;:`598A=:"ITE  F'J:7<7E8;: /I*>?H573659<98A?< EH=)57E'36?bl8A?H57JH:78A5 <7EH=<4?> ?>BH8G365 :T8A59dn>?H573Ym'K68SO >):ckD=)36?<7=)3 ?H36?b&kVJHITE kl>):78R<7EH=)? 3Y<75 O =)3Y:c5TEH=:78 >)OP:78A59>J:"I*8A5    SUCCESSOR LIVE NODES 15 0 1 14 2 13 ABSENT NODES FINGER TABLE POINTERS 3 12 4 5 11 6 10 9 7 FP3YbJ:T8Go  g#- E8 /'?Hb)8;: <7=m'KY8fdn>36?<98;:T5O >):`?>WB8fp&36? \EH>):TB 8 F >): O =)JHK6<^<9>KY8;:"=)?HI*8 c8A=)I"E ?>WB8 k&=)36?<7=)36?H5N= #  + 2 / "cEH36ITE I*>?H573 59<75N>)OG<7E8 ?8('W< 598;[)8;:T=)K#57JHI;I*8A5757>):c?>WB8A5H36?'59<98A=)B >)O =D573 ?bKY84>?8  -`E8;>):78;<736I;=)K:78A57JHKY<75=mn>J<`<7E8adn8;:7O >):Tk&=)?HI*8 >)O \E>):TB 36? <7E8RdH:78A598A?HI*8G>)OI*>?HI;J:7:78A?<  >36?H5 =)?'B 36?[)>K6JH?<7=:7LNB8;d'=:7<7J:T8A5`I;=)? =)K 59>Dmn8fO >JH?HB 36? $ * *o &  WU >kl8 59L57<98Ak&5lJH598NI*>?H573657<98A?):TB O_>):&K6>=)B m/=)K6=)?HI;36?b :78A59>JH:TI*8A5 =)I*:7>575^=)? =)I*<73Y[)8 598;<&>)Of?>WB8A5V`EH>" 8;[)8;:^<7E8;L JH578 BH3 %n8;:78A?<&I*>?H?8AI*<73Y>?H5Dmn8;<," 8;8A? ?>WB8A5lO >): :7>J<73 ?b   ! 6 ; $ *p & EH=)5f<7EH8^57=)kl8^B8A573Yb?%=)5l\E>):"B +(8 'I*8;dH):a<7E8 BH3659<7=)?'I*8Dkl8;<9:T36IS 3Y)O<7EH8`,< " >R?H>B8c36B8A?<7>3 /H8;:T5 36?&<7E8`>,[)8;:TK6=AL&?H8;,< " >):  jZc?HK 3 )8c\E>):TB <7EH365kD=)8A5 & 0;  op <7E8aBH3 59<7=)?HI*8fmn8;<," 8;8A?C=)?L^<7"j> ?>BH8A559LkDkl8;<9:T36I1S? =)B[=)?<7=b)8R>)O#<7EH3 5?8;<," >): N365<7EH=< 8A=)I"E ?>WB8lI;=)? 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I          '5      '   3  ' !9      2* B5  8z 2  238       2 >   >  23    !)  238   2      '    N%|2  9 D”2     !    '>MM À ÄÀ        Probability of link 1e-01 Derived Ideal 1e-02 1e-03 1e-04 1e-05 1e-06 1e-07 1e-08 1e00 1e01 1e02 1e03 1e04 Length of link 1e05 1e06     ]¯t=      '3   |2 >O      2  9*     ]8   5  ' O  $  '5  (  :>        2  y5 '  B*    Ov2       '3      ;}*    3 F  2       '    , $   ( 0.005 Error Absolute error 0.000 -0.005 -0.010 -0.015 -0.020 1e00      ¯#=  > 24    #)  2              ;}*     1e01 1e02 1e03 1e04 Length of link 1e05 1e06    '35 :    '3         2  5 ' Q*    O    ÈÈ I  2  ) '   ;]) '  ,   2   '  5–2  9  T2      ' 8@¯     !      MS>W[yZ›‰U2  9    2       2  9         ž= H) ' H     ' 8   2 N        1) ' |cQ' 2       ' 8 '3    5 KO     238 #I B      2  D)        x 2           N)    1'2  <        '        2     '>T   =   1  2  :)H  ? 2     9 8 %   '  ZUEV>W ¿ + Ãp M   N   7   À      * )B ,  2   5   '    '>     y8   3'>2 <)      7  242       >' ,     5  v8   z  >42  v8  2        2 >    J  '   M , ' 2   5  x' !     9   | 2 ½O  2  '  z!  '       > 7 >) z       7    '>  £)Œ    %  x         2 9 238   ' 32 >  !    2  )B   2  H         /     )        =t    L) ' Lt      !     L   |” 323  ,   {2       9 B¢Ž°  ´      >2 4  2  52    –F% 2  52   !                          *'      23¢ $ ( 2 >O      {2  9 !   ?)     5  '  x*    Ov2              ;}* ,  ;}2     žÇ     *  ?           3238M 8™%  >   !  '        *| 2         >    F ! '  2        9   N >% !     '   &      32    I   Á  )    238 !  z'      7   ž          N    32            :)      75 23  &   :'  '  2     2 5  '    À  À À     !   {2     65 '   ] ) B<   MB% !    a2 À >À !7     ]   Q” 32   > !7     I     1 323'    8 ? >T2   xP  N2 5   y*     2         >         2 {I       :*   T2         Mr5  !     LT2      232   ¯    ?=  '       >7!          N238–!]           2 5   È                        8   2 5     B          1'  2          $    32 >     8]  7 ){!     ' 8  2    ¿ >à ( :I x         8Œ 28™      7  H'      | < 32                  |        L   '   2  7     '     1|  –   '                         >!7M 32     ' !9 zP;   )  $     {2  3   P5 (         37       B2      !9  ' !9 zI      >!7 ' !    N           |  1}     9  ' 9     :  L   28™5  '    {    |2         7]     ; ?     @  x                       E7      ”    y*        {                 '     8:  D2  9   (P  (     ?)   y*  Q 32    2               : > Q  1 9 '9    ' 8     '      Fraction of failed searches   242, 0.7 Failed Searches Random Re-route Backtracking 0.6 0.5 0.4 0.3 0.2 0.1 0.0 0.0     ]¯= '   ™  42      0.1 0.2 0.3 0.4 0.5 0.6 0.7 Fraction of failed nodes   32            '  !     z  %'  3 Á )  2 5    0.8 xa    –   {%       : 32     2 5    I          9– 5  232  5    2 >   ) ?( 32   5 3       '         >!7* Œ !  H 32    )  12 '   %'  3 ™E 42    >!!       & '   £1 32      F       !9  ' !9  35     PT ,  :r5 ,  &       ) Q 323 { :>      x           ¯        32           4232  2       32    >7! =  :' 2   > x5  8   ' À     À È   '    2    )           8 9 '9  28 3 2328       Number of routing hops 17 Failed Search Random Re-route Backtracking 16 15 14 13 12 11 10 09 0.0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 Fraction of failed nodes 0.8      +]¯= 65 ' ]   D c!   {D% !     a2  >!!  '   z 32            ) Qt!   N Q%     a2  >7! ?5 '   1%     32     w            9    232     323    5   ] ) ”T!        232 ;      Œ!9   9  BI      : E'            5   ) c   L          {!   D> 32   8 D 323     ' B=   > ?)              >!! L 32     {   !    $    N   !   N  2      23) 2 5    ]   Q   : (   + Fraction of failed searches   ' {    x            1.0 0.9 Constructed Network Ideal network 0.8 0.7 0.6 0.5 0.4 0.3 0.2 0.1 0.0 0.0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 Probability of node failure  ¯  :>'    N%    D 32   >!!     2 9z À   !             '   3 5  –Ç        È   !9      I 2  N>      >!7z) ' |    2   9   D     9    7       | '   3 5  Ç     #I |'       (p   !    À   9x  ´    *  2328   232       ? '   4      x 2 5    ÀÀÀÀ   '<   M'  N238N!    =?  >!!     '   3  E'!  { 32             32 >    P'     '  8   >!2    ;}           !     )  L 42    >!7    –>42  v8.   M 423   '   I   À        9    7             3   ?)  '    232      2   !9  5         <  ()                !28  232 $   '    (F     ( >)  >'      23)2  9     B2  9     '    m)J      >!!z)  '  '28      2    ,             Q M)L     N65             )  4   M  2 | Q 9      &3;3 #"%$  B %3 +E3  ;<'=   @;K3 3 + ,   G - 3  A 3   D :G'3 E3?  Q  NVX2 @  2: -3-43 63- = ( %3 + +%3N%3  3 YZ3 È+ 3* R  3- HK;63 ; !#"%$ #"%$&#"%$ )(  *+ , *- #"%$ #"%$  +6H 43 = 3 E3D;63 JI  G2 A E3 H +>2 %3- C= ?  QP @5,3 3 0 -H    > H 3-  A    2- @  =  N 3->   -3- 3- LM    H  A W> + ?  A U2V3 =#= >> >> C  F563 F  PQ !<'= ¯<Ç} 8  >8    2 *  E   8 ! = >2  > #   2 E@  I   :   3  8  : 323  Q#2 >O   2 9  ° #$ 2 ¢ ( I  65 !    8x r5 !2 8 D9       >  3    : >!28  2 ! s >!7 B O >O˜  8 5     y8 2 2 ?*  2    2 9  8   5  *  Ov2   T   ;}@  2 N 2 I  :* P   Œ  x 2   % 7   .  #"%$ #"%$'#"%$ #"%$ #"%$'#"%$ #"%$ #"%$0 7#"%$ 8 90:#"%$ 8    263  #"%$ /.  p  E  " $ »¦¦ ( »¦ ¿ O à » ¦ ¦ ( ¿ = D>O   à   ¦( " $ ¦5 ( O O O      263 = >T2   43,563    D  # $ 2 ¥ ¢ ( " $5 » ¦ #$ " $ » 5 ( 5 # $ ¦ ( #$ » ¦ 5 ( ¦( # $ #$ » ¦ 5 (  ¿ 2  D¢*à $ 2 ¢ ¢ à ¿ 2 D ¢*à $ 2 ¢ ¢ à  ¿ 2 D ¢*à  9x   > 32 v8 &      > 32 v8 & 12    N323  + S3 HO C T %3 A   %3 +E3 3 A &3N 6 3-> C63 > = V FG  E9 D 8  3242       2 : 28 >28  O  2  3   2 39  2    7 2  N*  32 8     32 >  D2  E9.%:   O   2   I 2   Á      H     2”y8 3 2     H  7 – 2   ? 4! E2  242  !   1 5 4  %  T2 3  >  2  8 3 2       7     E!9yO˜ 32  L%   >!! 7 :  2  232  N23]  ž >]8    !  { 5  ¿ à (  ;}    –2} 2 ]  $ 2 2 2  !   > >!7 7  ! ? !9  9  28 :!65   !%   >!7    ? 323 F D2    28   8Á% 2328        D x    (u 32  >7!     3   D2     8    8™  L   8  !    8 |8  >  65    >T2   2 9  y8 8zT  323  3  AG  3P>  - H   -M  3 + Q -3 +E3 3    L    A  U3    @ ?%3 +E3 3   3 3 %3 3 4353 >  ! U     < &3 C  &3 3 +63 - + &3 3  E3  N 3 &3-  ? -3-   A  H >63 =  À    H    U @ 3-2  3  H    %3D2   W - A 3     3 52F3  -6H HM-  A  - V+> -3 C> Q3 U %3- 3 3 E3  3 =  ;63 +M  H  -M 3 %3 +E3  3  3 3  63 M E3W  63-  H-- >  5     -3-    %3-2  W3  AB3 %3- H%3 = 3- H   63-P %3-2   H +  M  %3 C ' ( C= (   - H  R    ( = = - A = 3  A  AE3- H E3 A U3  93 - 3 %3-B3 A 43 =  2  @ 5 H  3 3 A         -3-  +3Q3    - H ?3  3    3 U3  P%3- H  ?>6 &3P  + @ -;EH %3 3  93- H A :&3- G        F  7 >  }; 2    2  ?       >2 !   232  9 3  >z :T2 :  O >O˜  8  U3 2 >   3 :G E3->%3      H 93  W A D3 2>63-E3- H  M ' F + -3 + ; 3 &3-   3- S3 A  *  H ; %3 A = !#"$ D1 ;}2  (Q > &% ”  {  O >O˜  8 2 39 (  ¿ + È Ã (<  (¿ ')' %>à % ½O 8 ¿ ++mà = > 8 ¿(' % È Ã  4 68 ¿ mÔ       >2 > 7M :  O >O˜  8 =? :  3  E9 B  5   v8{    ? 4!    ! # 8      D9 =t     65 72 8  >T  %   3    3!      ! >   = 2] 3 #      !  r5 !2 8 D9 > ?   8    5 23 E    P   9 8 D   5 28 F D9 2 9 (<   !@    M   D>O˜2  ¯ ' w  > < !    Q % N28      7 :    ! > * !  F (<   7  ¢z 7  !:   ! DÇ}w O '{(¿ ' à  > x :! > 32 v8  !   L * T2  N $ ' 23  ( µ ¢ %  9 8 =? c  65   2 23  2  :    ¸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r5 !2 8  4   { 2 D      8   2 7 – 2       %   D9 3        + PN3 3- H  W 3*  V  - 3 3 +     3 3  = 3 A  63 B3 E3AG 63 , 3, E3!2!>&3- 3-  A 2 3 = w  5  c ! N 2 ! T2   ! 9 8    r8 Lj”ekr_ef fbefa_%k7g Ç] 2t2] 2 v8    v8 ?   2   ! > 2}   2  7     N !   ; :2 3   ! >     ½O D9   22} 2 8          !  " D2  23]   2  7    L !  F  >!! 8N 7 ¶ ' ¸  28–    ]8 >!! % ! ¶  E!9 D2  >2 –   3 %!  P >!!  :r5   !%      >!! = a   2 v8Œ 2 >T2 3  !   ! z  F  > 1 w|= T  3232 >   ! x   2}   65 !2 8 E!9   E >!! 4232  :T2 28    D 7M   2     !68       9 8 w|= 8    328 *  :2 ;   7 > 7  {9 8 9 8  :  H  >!; 1  1 328™   >2 3 3 ! L5     Ç}7 8  O 2 5 2 2 4  $ ;}2  £Ç  3 * (     H2 8 H >    ]    F   !       68    9 8z   N –   r5  232    2323 :% :T2  !238 >!7     H   23  2      w= Q 8z :   ! 2}     D  ! @ :G !2    E3- = 3  3 %3 LM43-2 M  3  K  G   +   63- + 3 %3 >  ;  #  3 53 V E3,  H +  H%3- G'  = 3  3   3  A H&3-  3  3  3    3 H    -M -3 3  = ;-  2 U >  +    3 93 ; @;  3 P 3 -3-2 E3-F-3   3  =  G  =   E3 3   %3 3K H43 C%3AG ' E  AE3- H  G5;63  =  ,3 ,;63 M Q    ':G   &3 ; = 63- H  +     6 H AG3 AE3- H 5F3  G - 3     > A  ' AE3 E 3  T &3 - N >E3 C- H  V  Q %3 C 93- H E3   3 >- -3    A   -3   3 H - I    :  2* :  O >O˜    232 :j%p_&('Tlre   :  5 {65 5 Á   5 #      3  2     !   9   >T    B 282 >  * – :* 28   N ! 3 %3 '  -3-  AE3- H /3 =   !  D' $  +     H HV3 93- H 2  G  + 3 >  3- U3  =    +2      +M 3   93 3   >E3 -  Q G13 2 ,3 A +  3 A  3 >&3 3?3 =     +  93 3 F, A2E3  E3-L%3   AE3- H     AE3- H E3 G1 R3 ,P3  H  '-3 = ' ! 3 +%3! + ? 63  ;; H  3  P5 >   A 63 G 3  G     F H  >3 -3 F = E3  93- H  263 3 93 H +>E3- H  + ;3  E3- AE3  63-U A 263 E3-   =  3    3- H    S3 A   E43-E  + -3-&3 G 3   A  H  D9H     3  !  ;]T2 9   >  32 zÇ   * 7  ! 23]  { 8 3 2 >  3     >   3     %  >*    ! 9 8 N 2   ! 3* HV3 3  H  5 A  3- H C63  )%   V  V + E3-5%3  H   93 H C63 >  > K  3 3  3 ? 3- 2   = %3 + E3->%3 93- H AE3- HL 3 -3 - 2 AG T3 93  >  + C>E3- H E3 G =<  /G1  363-  >  > 7.   9   > = 8 2%  >2 3  7 |  7       >!7 Ç]9   >   2  * ybTd ”fq  ocq]l>_%q]j !    }2} B ! ? 9 8 D2      3P    =   D  *  :2 ;     O >O˜  O 8 8  @ <   *  –    ¿ È Ã Ç}9   >T >  32     423 ¯ 9   > 2   :65 2  :2 > %  3 À    <! <    D       5  2 ? # $ ' % 2 D¢ (    ™    7 Œ 8  5  >8 3242p2 5 N      2 > !5 5 B N@ Ç]9   > D 2 {  !   9  ?2     2 ]    w= 8 7  5  F   % 8  (<     V|“@X7Š S>X›Š9  ?2  >@    8  <9 8   2    8 2328z!] H5 !8Œ2 > 9 8   ? 37   1 ;}   3238 u% ; :2 % ´ ¥  P  H   >*  9  ?2      9 8   3232    8 =  E  D! >  E  <%242 ¯ 1   9 3  >T HÇ   * Ç] 5 8  { 2  D9 65   Ç   * * I 35  H 32   9   > 2   –Ç   * È Ç] >2 3  D 9 3  > > 5 –Ç  3 * Ç   *  *      2 ½O 2     % 9       !  > (D  28   !2 > N    Ç  3 * +  2328   23  –Ç  3 * ' À      !    &3     3 3   D   L -3 ;63 M -3-F A * %3 >AG  S3 A %3- H  2 - 3 3  %3 N 63   - 53  '-3    2,%3- -3 H U 6 +63 93- H =  H  H 93- H  @  63-2 -3- H =   = C H  -  3 S3   P3  ++ H  93 U%3- 3   E G  H%3 93 563 '   3 M> ,63- A  3  N   '%3  H   %3  '  +E3 H %3 13  3  93- H 2 AE3- H  +   + @;   =   P +  + ? H43 C%3AG  ' &3   93- H  H H  AV  =  U C = Z K   %3  3 = - T3 = +H    2 AE3- H  + ,T HM    +  -3 3    -3-2   B 3T3    +3- +  E    %3,V  K + =  +AG 2 H  H 43- 3  43 P -3-  = H  >    AE3-   ;3 A 43 G 3 E35 H -3- U =#= V&3 A E3 + W3 '   E3 Q H  = %3? MT2 + :G& -  &33 ! + 93- H  43  + D  @5-  G    U243   -6H  >> %3  3 QM = = 3 3- ;  - G  +   3  + K C  C    2>3  @ :G 63-? R  E '  + = + 93- H H- U '  A  2 63- = + H =  C H   93- H = 93- H  3- 2 , 3  ? 3  ' F + -3- D   ' K +  3    93- H - = = <'=  = T!  G  H = ! j%p_& f_j k     ]8%  ¿ + à ?    2    E !     <  28  > 2 9  2 5 2  9 x2 2 9  2 # 232       8™9 8  7 ¶    À !   2 5 2 ¶  ' > > 2 5 2 ¶    28   P;   > 32 8 & F À  28 Ov2 9  9 M2 7    z   {*   !  {* % !ž2 ? 37 > > c    2 5 2  * ;] 2 , 65   ´ ¹ ¥ *  1    = 2 @4LF J8 *F)(2#231(F)F,*83B$A B F(:L 1(084<A2B:<')J /234<'(JH:<9?(4=B A'(234L' 4KO HO8  = E3 !3       63 - =    G 3     < 3   93 2 %3Q2 -H -3 2 /   H43 %3-QE3 -3DD  F 1= E3-;%3 A    -3AG  63!  93L   +   U   CAG - 2  =  232   > 4 2 >19 8 Œ2 5 2 ? 5  >7!z  2 5 2 5 2 ? 65 2    3 E3V   -3- 3   T 3      .  5    3!9]238 Ç >!7 .% 525 >7! MP    B2 5 2     238  {   2 >         2 5  5  !   :  ´ ¹ ´   > >!7  5  >!!  # 2 ¢ ´ ¹  ´ º ¢   ; 5 28    ¿ + )+ ' È *à      8M ¿* * ' à  >  > 3 2 >!28N 2 À H > 232 2 8 À Q P63   A   A   '3  3  +E  + 3 - E33  <  -3-  G  G  8 G  < 2 3 ,  +   A  '%3  M HEAD ; H  3 +    ]Ç 9  2 2 +E !E3 G     ;63 X H + =  ;63    43 #"%$ SG  G     ! 2 (D  65  25 2 À    V E3  8    JGB L 3L2 3  = %3  3- %3   @;?3 E3 >  +E3- H  3 C +%3Q2  +  K3   H E3 U JGBH  U -3-    !    =  N  = TAIL 33 13 13 *   '¯ 33 48 33 48 3 +E3- H  H;  %3  A H 63        H  75 F    LEVEL 0 99  +E  + -3AG  -3 H -%3- 3  C ?3    43- 3 -3-Q   ;3 3 ?   GD  3  %3- &3  C43 H 2%3,3   3 = %3- H   H&3   3 H %3-&3   L AG  = -R E3  E35   A       /  3 H ? 1> ' U + 3-  +   2%3-   3 +E3- H L  * A ?  3 H  %3  G -3AGB H 3 3 E3 A 3  3  F = 243 -  -3 +  93-QQU-   3  =  E3 6  H %3-&3 WM '  C    + V   A ;   5 3 =   AG -33 AE3- H 12! 3 A- H   < %33 ! H C>R +  :E3- H   +    > ? 2%3; %3-5  U ' >     +E3 %3AG Q2 D  -3  M   =   = 3  E3 2%3AG& H ,3 E3!3 2%3-AG ;3 %3 + 93- H 3- H  6 3 3 %3  3  +>  3 LQ  1  -3-63- H D3 H ; -3Q    E3  +E3- H  93   Q  HN 2 (   +E3 93 ; 3  H  E B E3-Q-3    2%3?;63  93-  R  3   H + 93- H    9353  = 9 M2 LEVEL 1 H¢™°    2 ¢° 2 5 2 I E2  2 9  !  32 >  9 N2  !* v8] 3 2 >8      c  > 2}  | 28       ?   >   8    H   3 >2  324 9 –2 2   ™%||*   L2 9 |   8  ] |5}2  >T2 H* – 323    Ç   28 H   > >    ½Ov2 5 2#2 7 !    2 * |  323   :65 2 >   2  %  *  { E} {    ™ 232 >!!Œ   Ç]9 Œ2 2 >J L  >   5  2   >   >     5  ]  3 2#    324 Ç  !       5  { 28 #$ ' (      5  E! > 32 v8{    423 3242 2 N2 > %  3 z  5 5    23 3   P  2  M 9 M2   232 9   > 9 2 !  ¢   9 3  > B 2 2 2 9  2 = 2 5 2 2 B  232   9   >     %!   I   9 2 À    68Œ 82 {2 5 2 ¶  5 !8    > 3     2 } 42    > T2    2  >  # $ 2 ¢ ( 2 5 2 D 65  9   > * >!7    2    2     *   6 21 LEVEL 2  2%3- H !  HF  3 3 = 2  -3- A E3  5 = H +E   H =      % 9 x2     * '  2   (% 9 3 2 ( x >2 – 3  28  9 3  >T 9   >  35 2  232   Œ(¢ 9 ™2  ? >   >    ?2 2 5 2     > 82 !ž2 5 2  !   y8  5  2    > O 3   >!7 232 2 H*  2 @  423   *    : !     $ 2 ¢ ( y* 1 5     > 32 8    2  F .Ç   *  5  9 3  > >  42     423 ;]  H : " $ ´ ¦ ( H¢     >   5 " $ 2 (¢ (<   * #$ 23 ¢ ( F   x65  { 2 2   T 5 >!7 > > B  >!8     { !  (     L O  2   2 9  8      8 ?   % v81   ¿ *>à  I  32  z23 M*      P       :   >  ]8 9 3  >     42 > 8 9   >    2 x :  2 " $ 23 ¢ ( 5  {       @    ! I  5 % 2  P 3  9   > %(  28 ? 3!H2   C™ 2  ? 232  8 d.q}d n(q lmj  &_ Tq k6bTl  $ C ( I  9  $ C ( P    D  r5   P;  2 > 2   N  4  238 #$ 23 ¢ ( 2 x P;{  $ C (    65  =?  :     M5    5 8™2 9   x 2  9   >T |2 > 2  ]8  P D   2 2 > 2     C ]8    28  : P;   $ C ( =t   >*  !   2328 3242      P 2 > 2     242 P D   |7 >     2    232 P D  I    x     5  2! >    D  >      E     2 N   y °  2  ´ ¥ Ä Ä Ä  G F 9 À  ¶   ¶    P;: c2  ¶ I    : 8 D  F pA  > *  D   A  pA { P;x    A ° A I ²   ¶ O z7 >  ?  E  I ´  ¥ %   N H P; $ * 28 : 8 (   D  ´  ¥   9 3  >  *  Ž2 5 2 2 8  28 Ov2 9  2 ·   1 232    {      * % F  2  !     28 Ov2 9  È +E3- H   2 3 T   93 F3 V ' E3   V3 M A 3- A E3  +3 3   H      >  93- H - H +E3-   - H  4   3   H - V3  @ 3 K2  H&3  -35 3  H  3AG ;63 M 2   C M    '3 3   V3  +  A 93 A 2%3- 3   3-  2  63   G    ; /   -3  H  M  - -E3-2 Q  -3-,P  H H   3 C H  3 93 3 E3 V 25  3-E3- H  + 93 ;3 > 3    3  3 K   3 -3  ,3  GE + 3  63 H +%3 W G %3- +3-  G&563 C63 =#= H> 3 =  3 = G  +63 +D2  + 93 3 =  =  H A 3  3 G  = H 3 > ; H-+ = +63 3 =  ' P + W DD = = ;  H 63- H   3 3 +2-   W2P C>63 N  3 H +%3-  + 3- 3 AG' +63 +  3 =  63 U  H> 3- H V3 E3 G  3 3 N A   +      G H   =  + A =   -  &33 -3- W3  3 +>   = 3   ;63 93  '  + 93-  =     -  CE  M2 U H 3 3 N  !  P  F + G& C63  + 93   -3- A C= 'Q  S3 +E 2 3  3  %3 = 3  3AG& 3 353 3  3 3* ,   63  H V  H  +E3   U +     X->  +63  GD E3-Q-3  E3  + C=   +E  ' 3   63- H  93- HW-E3- '2  V H T ' 93- H H243- G   M H  E3; !3 +   F 53 A 3 +M , H    H H   E3 -3 + > &3;3 F  H ;63 +  +63 = + 3 E3T   3   63,3 + :GT3  --   >2 E3-  V   @ Z ' Z + JG 3 = JG13 #"%$    +3  +   = M>  E3   >  %3-  @  !-M 3- HF3 >3- B3  =  AG V   H  E3    GH A  +  G Q2    +  -3- & AG&3 ;P 3%3 H 6 = D 6? R  =    + JG   -3  G3 H +%3-   2 ·  232C.%  3! H P;™  $ C (  H   I 68   > 4 2 >?2 ·  > ?(2 5 2 ¶   ]° ¶ = 5 P  328  28 Ov2 9  2    2 :T2  @ 28  ·  L2 D   >    9 3  > N  238  328 ·   T28yOv2 9  2     !    Q       5   >    5 > >2 7 · 2     5 > >2 -3 H43-2 Q  -3-  -3- 2 2%3   ' 3 E +   G12  2,H = &3-E3- HG H A A     Z E3  2  -3  93  + 3 Q F3 H + -2  ; ;3 > 3   E3 %3 2  93 +; +  63  :G E3!  3* F E + 3 M %3- H - = 5 CE3    &3 = 3    H ?   C H = 33 10 01 75 99 00 00 11 11 21 75 99 10 11 11 00 SKIP LIST %]¯ LEVEL 2 48 13 6 21 13 MEMBERSHIP VECTOR 33 48 01 00 13 21 33 48 75 99 00 10 01 00 11 11 A  *   N3    %3  N 3 V @   C ; 3   3  3 3  = 2 + - &3  H    3 H    =#= LEVEL 0  + %3 2?3   93- H  +2 H = ) 93- G  -   -3 H   H GR CE3  H- :G CE3 +-3 E3 3- H H E3B E + 2 H + E3 = %3-13   O  K 3 + 6 A  3  @      C6 435 3* ) +6 &3R     G AE3- 6  G  < F 35 >  = 25  %3 H G   3   +63 L %3AG3  2 < G  M = E3 +>  RE3 C>  G  + :G  3 2%3AG  H - 3   =  ) F     3      + -  P -+ H  2 + E3- R = F;3 ;  +63 = 2F>P-2    E3  +3-    ' F + RN   563->  = 9 3  > LEVEL 1 H¢M°    23 (¢|° 2 5 2 I  2   9H 9   >     >T      C  ? 5 C   >     · P C'& |2      @ 25 2¶          T   5 28 ·  ² @ 3  7   ; I 3232 ? C ² EC & 2  y* <2 5 2 ¶  C ² %DC'& E  y*  2 3232  9x   ² Q%  328N } 5  :* >T2      232  ;}  ?2 9 C ²  ²¥ ¹ ´  I ? C m; 5 2”%  P ?2 5 2  ? 4!HC 2  M2 C™ ?2 ? Ä * 2 5 2   ' 2  5 5 . 9   > k6l>_q ¿ %+ mÃ} 9 {2  ! >  2  2 5 2 F   9z 9  2 | 2328   E   5 > >2 · · ´ · ¥ ÄÄÄ ?   5 24  · ²  2 5 2 ¶ 2   5 ¯    Dq]džd  e c‚  „cZU  ·  ˆ7ZŒV‰7—rŠ “£œX V7“† •#ŠaU† VW “†}Vyˆ!ZU 1  cS>XŒVR\  G u¡{U†Z–‰ Z ŸZRT’›Z ¹ · · ´ · ¥ Ä Ä Ä ¡(•†}ZXZNZVy’† · ² ° ·  ² ¡Š4‰Vx‰!—mŠ “WYŠ4‰U•#ŠaU†“}V>X V>‡xZ UvZ X & °    ´   §Blm bub¨! © E8    2  232 ¶ = 2 ·  2 ·  ? 37        C > > · ²   $ C (  ¶  °   ¶ T      5 }     = %3L3 3   &3 2%3  +2  G 3 G  > 32 8  C 2  > > · ² ¼ ´    > 32 v8  5 |}   – > 42 v8 & °    ¹ ´  8    @  5 x% 8.  NC · ² =? 7      D > 32 8 &  · · ´ Ä Ä Ä  9 M2    C    3™ 5    $ C ( t2  9 32 fa_j kxlmq j krlm&_ kr_b@`    C   63 3 &3 E3   U +;;63  H  43 43 %3 G  >   63 LF 3   3 +   3 V  = + ;63   263 63; G   (" #"    63     +Q  93 G 2%3 ² ¼ ´ =    Q  · ² > > · ² ¼ ´     ' &3 W3  +P · %3  =  = 33  E3 3 E363;2 A Z P   $ C ( ² ¼ ² ° 3 ;63  232   j%p_& A  3 = ˜, £,T/ ' )˜-c/ F   2 :2 3  z  O >O˜  8 ª 9   > !   9   > 4232# ™ ! =  ! >    M2 ; 3  > 3:     9 8 >  9 8    2 8 3 2 7  N  E 8 ¯ F  P > ! >9 5 8 7  * T2    !   2  5 238 w= >! ! ?       P    7 9 8    ? 3!   3232  * T2   3! 9 8 = P > 7 5   v8  > 32 8 ?      5 ]  2  2        9   > Q   !   <Q 2   Œ   ! >   T   !  7   9   >       9 8         7N  #$ 23 ¢ ( 2 5 2 F   7   2   #$ 23 ¢ (    %   H5   F * £  >*65 >! !  ¢  !  E!9 ! 7 #$ 23 ¢ 2 9 :%ZVy’† 7   * 2  x   2 ( #$ ¢B23 ¢ 2 9   D9 = {!–         ( #$  23  2 9 E% w|=     ] Q 7  8    ( $  3 (   7 4232}    3 2328B7 9    xÇ   *  ( ! 7  Q2 9 >    2 = 8 2 ]   5      c2 9   ! F    H     ] Ec*  9   >  8  2} 2 v8          93     C ,3   ' + E3- 3  +>2 C63    =  ,K3  + M%3  D3  =   !3 H +  !  ' H  R ?M   93- H   = 3* 3,T 3;>243-V3 R  ?> 2 ,>  A 63 93- H G  %3- H 63,F  @ -3-    =   ;   + ;H     93 Y> K =  A F3 =   3 3- 43?3  '-3 3  3   > QG   + H 3- 563 H-3-AG ,V3 H%3-   G +E --E 3 3  E3V63  N> R = 63 =  563- ;-3  3 RE3 3 > = - 3 6 &3  ?  H   A  2   +%3N   3  !3 E3 =     +Q H N  43- H-L> B  H   63-    C A  '  ?3 + = - 2  = AG   + E3;3-  ?   AG   G -    H 3 AG5;63  43-   A  + !3  63-D   >  43-2   '   H %3 + 3 U  '?V3    H  H - N  L N>243-   U   H - V -3  L3  -R 63- HG   +   3 2 ' 3       V + @ H M5   63  - A D> >  -  L  93  K    X 3 'L3 >   %3 A   G  S3 A = 2 F3 H E3 ,  >E H>>3%3-  3 43-E3- H GB 3 3   +%3! 63   ; 3   U3 -3 P3 :G   A 6 V  H&3 +TKL  =     D    Ç]9   8 5 8 32 >  9 3  >     28  5 2  8Hw > O 5 8Z UEVWK ¿ È ' à Ç}9  D 32   ” 7 2 > 238yOv2 9  9 z2 x2 9  ‡:Vy’†yŠR@Z›‰  8 = 7 >    B  ? 4!  8 > 2}  $  ; N2   !    F     *   232  ! 232  (  > !   2 9 9   >T  !  5  2    !  > 2 H2 9  w=    ! >  N28     65  232  mO !  :  >!!Œ Q D ¯;   >!!™2}    ? 37 | ! 2 t 8 >!!  3 32 >  9   > Ç      >!7H !  ! D   8x w|=  { > 3 2 >    23]   !     Ç]9   ( ( !  a2328 :2    !  9 O  >}Ov2 9 7   M  N 32   2 8 = Ç]9     ”ek  f%b yefa_4k›g        5        28      !          v8  2328 Q   8]   ? 37 !65  ybT`@k6q}`@k fb efa_%k7g     5    >7! !! 65  ybT`tj k6lme_a`cq]h f%bTeh ntefe` y_a` '  w 5       24     ? 3! p2}    >  > zQ ! –      * T2 ] 5 M5 82   12  2        9Á       5 242KO     2”23] 2 v8  ; :T2    ! > : } |PT2       >!7 {%D 2  P2 E : >    x ? 4!  8 > 5  5   5  w|= * –Z UV>W (¿ ' % *à  T!Z UDV>W ¿ +mÃp 65 *     28  z D   O >O˜  8 :  > – !  %: !   !    =   32   7  65    ! ? 3! >      3% x28 : 242  !  :   N 42   > w|= 65  232  !  8  7 !  9 8 B  *  !    L  @ !  7 7    w|= D9 =t    *  ! w= >!!   3,> %3 ' = V3  '%3 F-> 2 T3 K ' F +      +    E3T     3 , 3 %3     @   > H H>2    G D3   3 HMQ 3   H H-- +6H  ?    G/3   E43-E N AG  G H 3   G4 = 3 + + H%3-F3 -  3 VH AE3 +  H> G3 C    &3 2>63 +  -3- N    ; > 3>H &3  H> ,2 3-F3 63/2 E3K63 > HM G QH   P3 3 43 > U;3      2 L H>X = > H 3-  K563 C63 3 3 =  / %3  &3M H>Q! 3 +: AE3 - 3 + @G 2 M W Q A  GD3 3    3 -3 =   AE3 H>2GH3 -3 +  V M  ' L + A   N3  +  =#=  P3 '3    +%3AG 3 3 A H>2 3 M  > A V HMG&3 Y  3 =  >3 3   = 93 E3-;63 / M %3 A 3 > 3    3 >  Q   +  >2 = -3 + 3 -  3*   2 2%3-T3  V3 F3 E3  H  = S3 %3 3 3    A H>  = HN  -3-   A 3  +   HMFV H&3 3* M%3-E   2 A   E3-2  43  ' +E3- HL+>  3 %3   2 G4;3          - L3  E3 U :GH/3   M +  - S C ;63  +E 3 H -3 H --3-  -6H  3  ;63 3 3  E3- > E3;>    -   @;3 3   :G-  63- HL3 Q3 G  = , H AE3     3 2    C= 93 -2 K A ,   -3   3 C    H>2 D3   > =   3 ,3 E3T5 + 2 G1   3*     +E3 U > H M Q 3  = 3  3  '-3 > F E3-   > = %3 93 E3-   R %3  93 I 6   2  G  >243-   - &3 P  > 3 P3    3   +  >&3-  -QV 3 F  G -6H  M  3 M  3    6 +  C KM    E3   +E3 ?63-Q 6  63-E3  AGW   3 T63-! -3  Q = E D F H 110 SKIP GRAPH LINKS 0 H A C G 7 011 B C A E 000 CHORD ROUTING TABLES 101 3 4 6 6 7 1 5 4 5 7 5 6 0 E 001 RESOURCES LOGICAL PATH A−E E−G A B D 111 ACTUAL PATH: HASH(A)−HASH(E)−HASH(G) 6−5 5−7 NODES 3 D E G C C D F 100 SKIP GRAPH SEARCH FROM A TO G: 2 H 010 4 B G H B 1 F 2 3 5 7 0 2 6 F G A 1 2 4 0 1 3 MEMBERSHIP VECTORS ¯ ; :2     8]  8 !@  ]8  7 Z UV>W ¿ +>à w   (< % >  9   > % >  7 =  :2 P  5  3 H  238x  !       6  *  =<   3 > +- HF;63 H + 2  H  %3 1  -6H ; ' ! +  H B>      = 115-2 =  =    5 23  *    N 5    >!7     w=   8x   >9   3 >9 #$ 2  (     7  1y8]  8 u Z U|V>WK ¿(' % *ÃE%} L N2     ! ? 3! !      * T2 %  P;     9 8    L >  * 32  !! ZU?V>W ¿ +mÃ#!@  32  9   >T™   !     !  w|= :2 ; :T2   2  7    * =  > 7  N   232  42  8  7    !  32 !65  M  2  2  F . > 3 2 > c*   8 @ B :2 ;   9 3  >   2  2  w= I 2 5    T   7   N238 : 232    $     MÇ ›O  * ' ( 3232 2 N 5     D > ! w 5   !Z U(V>W > 7  Q % s 7 |    > 7 }J H%!  2 x{        £523    7   9   > I   !   ¢  7 8  T!.ZUDVWK >! ! ! !    # $ 2  ( *  $  3  I E QG  P   >   E3 63-       ;  3  43 H 3  3- H   - FG2V3 -3 - 3   A   H - H 3   3 3-2 ;63 &3- VV3 +   53 T3 A 3  >N '  M +E3- HZ2  ? H + =   H   +E3- HV3-  2;&3  3-    :G 3 H  %3 H %3 + ; @   +  E3 = <'= 3 =  G 3 H   = M3 >   '   + E3%3 3 >  = <'= H 3 -N 3-  %3 H - 3 M 3-  V  :GB +3   3 -H  H&3 +  6   +E3- HF2 AG>  3 ( =   %3-      +   '  + 3  3 --E    H   6 '   +   > G =    X3 > +  -3- H 3 C 2  :G   H 3 ,3 N%3 3  -    '-3 ;  C 2%3 + =  3- HP H 6  > =   93 L   &3-K M E3-M%3   A  3* M %3 =    H M  +E  + N  + H @5   A2  -3- ,3 > 3 + 635 :GB - & -  H   3 A     F H&3 + 3 G  w|= 2 9 (  #$ 2 E¢ ( 9 8 p1*  (        7  H    9 w|= 2 9 232  9   >ž9 8  2328  >!7         #$ 2 ¥  (  : >   #$ 23  w|=  # $ 2 ¢ ( 9   > F  : >  t > !.Q  (  !    3   2  238x  7 !  # $ 2 ¢ ( *  < 7  !  ?    ?     28H  9   >™2 9   >7! # $ 2 ¢ 2 39 9   > ( F  * ZU1V>WK > 7 ! !    ®9 8 {%  ®.! 32    !     N   525  # $ 2  ( *    w=­2 9 P; z!9  9 8 232 9 w= 2 9 = 7 !}J  1%!     T2    !  !    x          5]2  > 32 v8   324 Q       T 2 9 9   >    :  9  ?2  >*  9 8         P?      F 3232 ™ ™T2   8  x 28 * @ ™  ­23  2    N2 ;   3 2 '  +3 :G 3    +    3   A    >  3 2   E3-!%3 A  H  -6H U3 25 -  A63 G/ 3  3   6 >AG? B 6 -5 B =  = M3 R   B3 93- HG 93-    3  %3 2   + HG   H&3  3   H&3  AG  + + 3 C= 43  H  + H --3 H   + L3 %3 + P3        -3 = 3 E3    3- 3 2       +   -3- H 6 3 3 3 3 3   A    MP3 AG3 T3 3   >  C  ' F C A  =  H>3 :G A &3  Q = 3 + ?3 L+-6HV K %3 + +  H  G A + + 3?T%3- =  2 A    !  3  3  /G 2  -3AG  U   3  SG = M  M  3 3L5 = +3 6  3 !3 63- 2 ; H&3  3  >!!  Œ 2    % 9   >T    9 8   $ C 9 8 (     $ C ( Ä 3232E  2 >:   ;           {9 8    *  ÁC'&         H2 5 2  C  @ ¿ #à ¿  Ãt   5 238 I : P C 5  23238 H  5 23 LÄ C  @ ¿ |à ¿  à  }O 32Q*    O˜ 2 v8     ÄC  42 >!28 I  >  5 > >2   !   5 93- HG   H ;3      F   3  N2 3 8       2 F F  2   C y* ¿ |à ¿  à  BÄ C  @ ¿ |à ¿  à   Ä I z P = >2 * ' F   3 ] <     C  +  =  ' =    M    D '  C   G D  3T3 3 H  13 = 93   ;  H-3-AG  'L! A    + 3%3 H E3>63 +  263 P3  @  3    ; D 3 2 H-3-  +>  26 43 F  F + 3 E363  3     3   H-3-AG   3 GW3 3- H E363      3    - = -3 +       H 3 3 M3  6 K ->  '3> 3  3-E3- H 3  F H&3 +> 3 M3  C   H =   =  3 3 Z L%3  FE3 N3  = >63- -  =  H * N  U + -  +  >> + = 3 )N 93- +E3- H  563 = H&3 H&3 6   = 3 E3 E  G Z   28 5  2    28  E    |      2    Ç  3 * È * H H + B3 3  6 +63  6 +3 >?3 MR    93- H À = 3 = =  +> & T3 = > >2 =E8  9 8 ! 9 8 y* ¿ |à  8H   ?*   * ¿ #à  8   *     ! z5   m; 5 2 F  D]2  2 2 = >T2 * ' ¯ < 232  5 > >2   7   (" #" (, 0m,'*+ - Q,+' )˜-c/ = >7!z   $a 2   ' (  3 2   >!7 9 3H2  28  = >!! >    : (2 5 2   > 3 B!     8   9 9 8  }  2 !x2 5 2  ”65  ]  9 8  ] 23 L2 5 2 3#    @ 42  ! 12 5 2             >!7™9 8  ; T      À     2 > |9 8–2   >!7M9 8 Q   &f 'bl>_%k  d © >!!–%   A * H  5 !"   >   >!7  8 2 5 2 7¯ _¨ 4A@3—Z\ ‰ Z!V>X ’† :Z \ k  q]` jq}`ch    }A  >   _¨ 4A@3—Z\ ‰ZV>X ’† :Z \ {k  q}`  _fq–WZ >ZW  h”b _%¨ 4A R@Z ŠKœ†}ˆÀ S>X  vWZ >Z W 3—Z\ Ž‰ZV>X ’† :Z\ k  q}` j6q]`tÄ h !"   >   >7!  8 T2 5 2 NA  * ¿ |à ¿ 2 5 2YÃ Ä n”lmq e % q]fjq2 5 2 Á2 5 2KO ' q]fjq  _fq–WZ >ZW  h”b _%¨ 4A R@Z ŠKœ†}ˆÀ S>X  ˜W3Z ZW —Z\ ¾ ‰ZV>X ’† :Z \ k  q]` j6q]`tÄ h !"   >   >7!  8 T2 5 2 NA  * ¿ #à ¿ 2 5 2Ã Ä n”lmq e % q]fjq2 5 2 Á2 5 2KO ' _¨ vWZ >ZW k  q]` jq}`ch   À     A  > ?  D +    +    - + 6  + > &3 3           3   A  B  G D3 F  H   ! % +   E + ;%3 E3 3  %3  3 P3  = H  43- 163 3 &3- A    - 7 8  G T3  $ ,+ .-/+ 3 $ * ,+ 9-,+ 2  *! 3 63  G%3- -3 G   3 %3 G + K3  (' - #" G%3- -3 0 G   $ G T3  6 :' -; G%3- -3  G   $ G T3  $) 1 (' 9"   =<   G T3 M%3- +3  '  6 2%3T;63 3 3-   K%3- -3 6 :% = E3R3 C (' &  V ' 3 = R3  6 5  >2D%3- -3 ';63    ;  2 4  =  * 1 93 (' & ) G %3-AG  #" 3 ? A  3     63     +63  %3 C L @  6 PP '2   +   W + H&3  +E3- H 3-E3- H W3  E3   E %3 = H&3 + 3 -  -  MM H-3 G D3 %3 H 3 H&3-   -3 +   -53  3 Dq]džd  e c‚ ‹c†}Z‰ ZVX½’ † S7“Z X½VUaŠaS>RÁŠR V‰!—mŠ “œX V7“† · •#ŠU†¢ R@S[yZ›‰:U˜Vm—Z›‰:Z!š›“Z!’UvZ![ ‡xZ›‰7‰Vœ]Z›‰ >V RT[ # $ 2 ¢ ( UaŠ%‡xZ6 23 ¢ #$  (  B§ lmbub¨!©   2 > %    35   {     9   > ·  .    ? 4!  >!! > D8 * '    9 3™2 >7!  >   ·   ° · · ´ · ¥ Ä Ä Ä ?  7 · ² ° ·  ² 9   >  3232 232    · ·   Ç}   3  28 >238  9 2 ¿ + à  28  >7! · I x¢    5    >!7 28 5 3242 #$ 2 E¢ ´ ´  ( 2 5 2 } & °    ¹ ´ N ´ ¹ ´   > >!!   5  !Á2 5 2 ”  2D #$ 2 E¢ ´ ¹  ´ ´  ( ;}    # $ 2 ¢ ´ ¹  ´ ´  ( ;}   =] MP;  &  >!7Œ   >9 ;}   #$ 2 E¢ (  # $ 2 ¢ ( = E!9N %  L   (  5 23  & °    ¹ ´ &   >!7   ]  #*2 5 2   !      *   : 2 5 2 =]   O˜>J  >!!       7   =  !%   * % Q : > >2             >2 T% ; N2 (Q  (¿ ')' %à I –¢ !  8 9   > >9 #$ 23 ¢  >7!Œ   F – N >  (<  >9 #$ 23  (   (    | 7  8 12 L¢ |*28  2   8 N  3L    *  w|=  9   > Q >!7M   Ç]9   > { * lreT` 'Tq  otq l>_q j ? 37. 9  P  Œ9 8  C 9 8 Æ C  2 > 9 8 C  2 9 8 ¾ C  9 8  !5 2 ¿ C  à 242(9 8 ¿ C  à  x   N ?     }   –]5  :  P  #$ 2 E¢  2    '  !  # $ 2 ¢ ( :P  232   ( 5 2   :  P  2   ' MP  2 2 1  5 2 $ ? 4! >9 # $ 2 ¢ I     !5 2  (  # $ 2 ¢ ( (  Œ     8   232    $ ? 3! >9 #$ 23 (  # $ #2 (¢ ( F    Q   8 Q > >2 t} {2  E * (     3 3232 >9 #$ 2 E¢ ( 3  + 3 G5  3    M5 V   - H ;   93  3-    53    3  H%3   -+E 3 G3 =  E35%3- +3-5E3  MU3 L3    +E +E  93 %3 3 HF L     AG HVN , CE3- HU3- L 93 >   8  3 A 93   HN3 E 8 E3 8  #"%$   A  =  3   243  3-  2 - G4  3    M  -+E 2  AG'3 D3 !>&3-P 3-  3  3 %3    6 CE +E3  ! &3- A   F 3- 3 U3 +H E3  +E3- H %3-  13 3-  3 -+E 3   N A   ; P 2  +63  3- =  %   3 3  C=   -+E  43  F-  63 3- N   -- - G G     AE3- H  U T 43 ?3 243 43 63- = SG  3-2 3 G   3  3   L  3-  = 2 3- +E3- H 5 563   H 3 G M ' U +   + :G 3 3-2   -3 + ' H> 12 G H     ' F C  %3 D3  '%3 3- H F   +> 52F3  U 1G3 3 P3  + H/G = 3 H%3 =  13 H  %3 H  C   = -3 " -3 A%3  H X63 +E3- H  P = = %3   C=  A E JG H >M +> +63  &3-  G >  SG  Q G 3 @5FF 3 3-  + -+E 3  X3 = ,3 >M =  F 8  #"%$ 33 C  H  '   D2  1G3 3 8  T 3-2   +  = -3 = =  33 =    Y%3- +3- ? 3 93 = AG 6   =  U3-   AG +M - 3 E3 N AG563 AG  + G K ' C>   SG3   < 8 3  3- 3  - 3 3- 3-2  3 =  E3  #"%$ SG Q K2 3 E3V G    M C   E  JG      A  H  AG (" #"%$ (, ) /0m,+ –- Q,+' )˜-c/   9   Š%RUaX S[>Ÿ’Š%R œ   A  D9  3232c 2    E9     2 x 2 9  2 7M2 5 2 3232 DP  2 2  2   : ?2 5 2 =  <   –  E ¯ '    > >!!% 2( A zP   @ B2 5 2  2 9  À  %    P    2      ! 2 5 2      7   $  (  $  ' ( °  $ (  $  ' ( °  $  (  $  ' ( 3  8 ; À  2 9   ¸ ¸ ¸ 25 2 ' ¸   ! ;   A    |    $ A ( 5 ¼ ´ 2   ;       7   $ A (  $  ' ( °  $  (  $  ' ( #  2 68   5 23 32   > 35 9 H% ¸ L5 23   ¸ y8 5  28 HP  P;–     5  1 8       32    }  %   ?   5 2   #%   * *  v8] 3 2 ;     E   232 9   >   °  '  ?    z°   > :   A:° ' À Dq]džd  e c‚€ ‹c†}ZNŠ%R‰ ZXU?S7“ZX VUaŠaSR Š%RÁVH‰!—mŠ “œX V7“† · •#ŠaU†H¢ RTS[yZ‰:U˜V>—Z›‰ Z!š›“Z!’UvZ[ #$ 23 ¢ ( ‡xZ›‰7‰Vœ]Z›‰ V>RT[ # $ 2 ¢ ( UaŠ%‡xZ6         3     @5 H U2  = -3?E3;3 3  M -3-T63- H-3 3 H   = %3- -3-!F =    2 3  %3TE3 -3 +E3- H Q63- H 3* 3 E35  3- H -%3- B3  K%3-E U3  3-  63  6 6353  63- H 3 K-2  3 H  CE3 G1  '53 =  =  3 H %3>   E3  G G/ W3 " GR " %3AG  3 E3  3 N3 E3 =  A  3   + %3-2 K  3  E3   G463 A  '2  93 H   Q63- R U N 6   F + E  +3 3  ;3 A  6 = E3Q = ;63  CE3  G  H = ;  3   3 3- H 3-  /K2  -3  Z T3 3 3- H  &3-   3  P;  < %3- 3 C>  63- E U  A  -3   -3 -3- -3-  C +3  +E3- H  CE3- HK2M!+> H  <'=   B§ lmbub¨!©   2 > %    35   {     9   > · I ¢     3232” 5   # $ 2 ¢ ´ ´  ( 2 5 2  9 3  > °    ¹ ´ =t|2 9 ”2 5 2   :  c >!!    * % & À  >9 #$ 23 ¢ ´ ¹  ´ ´  ( ;}    #$ 23 ¢ ´ ¹  ´ ´  ( ;}   ! 2 5 2      3  5   % %'&   # % {P  À : E        $ ( 5 °  $  ( 5 °  $  ( 5         2 5 2  ' = ;]   ] D %      232T2 5 2  ¸ #    3 >9 ;}   #$ 23 ¢ ( ´ ¦   ´ ¹ ´ ¸ ¥  = MP;  &   # $ 2 ¢ ( I   7 : w= !! (  % 8   ¢– !  8 = > 8 >9 #$ 23  ( %   u ;   1(<   3! >9 # $ 2 ¥  ( 3  + 63 =  2 = 3 53- 3   GH 8 -+E 63 -3 G 8 3- +E 3-2  +> H 93 --E  AE3 93   1 ;63   +-E ;63 = , 3- G 3 2  ,3   8   +E3- H    #"%$  +  8 +E #"%$  " ?3 -3   +3 +E3- H 3-  C 93 63 H  G >> , 8    ' AG G  " 3 3 H =  L = 3-   93-;3 P3 +E3- HVE3?   3- ?>3 >  %3 -3- H D  < FG H%3  3- H  ;T    G B-3 3-  = E3  93 N 'G E3 = T    + G  8  3 G ;63  > 3 , 8 HM 93 5 ;  #"%$  ! #"%$ #"%$  8   ; E3 G =  AG3  H%3,3  K B 3 G   36 1 3 2 21 33 10 01 LEVEL 2 13 48 00 75 00 21 10 11 11 75 99 11 11 LEVEL 1 LEVEL 0 4 13 33 00 01 99 48 5 00 13 21 33 36 48 75 99 00 10 01 0 00 11 11 48 75 99 10 6 7 11 8 9 21 33 10 01 LEVEL 2 13 00 11 11 21 00 75 99 10 11 11 13 33 00 01 36 LEVEL 1 48 00 LEVEL 0 13 21 33 36 48 75 99 00 10 01 11 14 01 00 11 11 48 75 99 00 11 11 21 75 99 10 11 11 LEVEL 1 LEVEL 0 12 15 13 21 33 36 10 010 20 011 LEVEL 2 21 13 00 13 33 00 36 18 01 48 16 17 19 00 13 21 33 36 48 75 99 00 10 01 01 00 11 11 ¯F    9   >   °  '  >    ' > 2 > 2  ]8 ]  *;     ?À 3!  8 > ' :2      m; { 2 5 2    '  >  >!7     P  y* <2 5 2 * È N2  >!!     ')'   %    À   & 1 23  * 12 5 2 '% 'È :T2   2  *  N2 5 2 À :T2      y* | 2 5 2 '    À 2t   ' ' + :T2     *  2 5 2 '  * 2 5 2  %  2 9    {2 5 2 % &% % ' :2      * ?2 5 2 P     * ; À   N2  D  3 6  --E = L  < P<<    2 6 63-R C> M &3L E3 2 '2 K3 +,E3  F< !< 3  < 3 = <   C   ' >  E3 63 --E E3  63-   ;63 ! +>2  63- K<< G  2   + RE3 N3 P<    -3-   2 +>2  Q3 6    <   &3?  << 'G -3-   43  +E3- HM3   * *  =   &3T --E 6 + "*    -+E P = 3 E3; > !  ) < 3  Z A   +,E3  G5%3- -3-2  3  < &3W3  H  %3 << Q< %3AG  3 6  E3 G   3 2 -3-2 P63- H  <'=  --E   +E3- HG = =  --E  6 3  M< 3- >3-   --E 3  +M  L63-, &3Q  43 = %3- -3- !  3 G   H  E3    +3    A +TE3  +> 2  +E3- H  63- = &f 'bl>_%k  d *©  <    _¨ vŠ%RUaX S[>Ÿ’›ZX Ÿ Bk  q]`  y* ¿ (à ¿ à   Ä y* ¿ |à ¿ À à   Ä  C  A  À q]fjq Ä À _¨ ˜ŠRUaX S[>Ÿ’7Z X3—Z \ ”3—Z\ k  q}`     ›Ç   q]fjq   ›Ç    jq}`ch   !        42*   Q &"  !  m; 5 2 jq}`ch !"     9 8 m; 5 2KO '       42           <  5  *   5     2 7¯   *   5      ]  ›Ç    * 7¯ jq}`ch      "   N  ›Ç  y*  42*   Q &"  À    "     y* 7¯ jq}`ch        N  ›Ç   * À  42*   Q   À      * 7¯  y* ¿   Ç  à ¿ à  y* À jq}Ä `ch        À  ›Ç     *  42*   Q      À    * 7¯ À  y* ¿  à ¿ à   * Ä À   _fÀ q™UaX7ŸZ{h”b  $ (5 3% x28N! M   2   ' _%¨   R@¸ ZŠœ>†}ˆ!S>X   ' °   Bk  q]` j6q]`tÄ h       '  $  ( 5 ¹ ´    y* ¿ |à ¿   ' à ? 32@  3 Q      @ Ä  7¯   * ¿ |à ¿  à  @ Ä q]fjq  y* ¿ |à ¿  Ô°  _%¨  R@Ä ZŠœ>†}ˆ!S>X    ' °   Bk  q}` j6q]`tÄ h      '  $  ( 5 ¹ ´     * ¿ #à ¿   ' à ? 32@  3 Q      @ Ä  7¯   * ¿ #à ¿  à  * Ä q]fjq  y* ¿ (à ¿  Ô°  _%¨  ÄR@Z ŠKœ†}ˆS>X   L°  e`th  R@ZŠœ>†}ˆ!S>X   L°  k  q}` Ä n”lmq Ä e %  m; 5 2  Ä È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f&'bl>_%k  d €p©   A &   2   x  5      *  H  5        7¯ ! y* $    ( * H  5     5 2  7¯ _¨ ˜‰7Š [yZ1°  Bk  q}`   ›Ç   q]fjq   Ç   _¨  $ A ( 5 °  Bk  q}`  $A (5 % N28N! 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G =  ) G   ,+ .-,+   G   +-E      = G G T3 G  T3 M  M $ 3    6   6   +   L 2    3 3 +E3- H = Dq]džd  e c‚  ‹c†}Z [yZW3Z UvZ S7“Z X½VUaŠaS>R ŠRžVM‰!—mŠ “œX V7“† · •#ŠaU† ¢iRTS[yZ‰:U˜V>—Z›‰ Z!š›“Z!’UvZ[ ‡xZ›‰7‰Vœ]Z›‰ >V RT[ # $ ' ( UaŠ‡xZ B§ lmbub¨!©   2 > %    35   {     > · I ¢     3232” 5   # $ 2 ¢ ´ ´  ( 2 5 2  °  ¹ ´ !2 5 2       H  2   3  & À      F >9 5   # $ 2 ¢ ´ ´  (  2  # $'( 242  2 5 2 ( x N > 232 2 =] P;  &  2  #$ 23 ¢ (  # $'(    2    –     '& !  |     2 :  2    ] <  2 5 2 <!@  2  #  35   <  2  3  + 63 =   -+E  3 = 3 3   3- 3 3-  &3R F3  3  #"%$  + W + ,3   8  #"%$ H> 3 3- ? 8   AE3 -+E   3  3 ); --E E3;3 - E3  G H%3 3- 3* L3 +E3- HP3-  2 5 2 >    E35 H +3- H  (    C E3 3 - 3  ' ;63 G&   9  9 3  > : D    >9 L P W;3 = 1G     3 93 = +E3- H G3     +E  +E ; 3   H   +  G 3 2 A +2 P3  3 ; P 3 -+E 3 G 3!3- =  AG3   E3R   23 ¢ #$ B 3 P3   = (" #" -p++, /,0>0M-B' p-p+y) 0 F    65    B    2 2   5 Ç ›O  * È = | P  x 9 3  >T HÇ  3 * 525 2 2!    L !  $ ! · ´ ! ” · (  > Q x 2  D9     ] Ç} > 1 8  P 1WS’!VWp  ? 3! ! >   9 3  > I P 1!65   !  9   >T   3E 238 3 232    > P    r5     >  5 32  >     9   >TÁ         2   3 ] 3242  %DD   7  :      >Tx]8N! !9    2} 2328 !   z         323 ;]2  Ç  3 * È s*       232p*       28 Ov2 9  2 <  9 3  >      N*  N 32    C– 8    9   >u  z% 232p2 5 2   ¯ À ' F ”C  5 °   C  5 ¾ C % F ”C  5 °   C  5 ÁC F ”C  5 °   C  5  5 °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”C 5 °   C 5  5 °£C È F   $ C (  $  ' ( °  $ C 5¬ (  $  ' (    ®  $ C (  $  ' ( °  $ C 5 (  $  ' ( ¸ ¸  zC 5 ¼ ´ ¸° C 5¬ 2 C 5 ¼ ´ ¸ °    F   $ C (  $  ' ( °  $ C 5¬ (  $  ' (    ®  $ C (  $  ' ( °  $ C 5 (  $  ' ( ¸ ¸  zC 5 ¼ ´ °¸ C 5¬ 2 C 5 ¼ ´ ¸ °    |    P 3 z 9 3  > 5 Ç   * 232  2  T28 2 9  2 · $ ? 37Œ 242tC % ? 3! H P;–  $ C ( E2   ( > }O  1   (D  ' !  * N28  232  }O    8   '  %       ?2} 2328 ! 5 8     2 9  2 (D    ?  (D   *    3 2  28{2 9    28 =      –   P  2] 2428 7      2 9   65      T28yOv2 9  !  28 p       2  2   (D  È      2  KJ  2 5 2 >  2   7.   =    $     (    C D2 5 2  ' 2 8  P    #  $ 2  ( 2 5 2  ?   ! z5   !  ¸   ! z5  LC H   2 *    C ”   2 5 2  '          7  #C xG · ¸    >         C ·   $ C ( 5 °  $  ( 5 Ç 32 >!28 6C t      B2 5 2  ' u  2       7   C G ·   >    2  zC ¸ ·   $  ( 5 °  $ C ( 5  P H[yZaZ’6UaŠ Z 9 3  > 7    D 9   > 2      8  1 P 3 N 9   >u}% ; :2 8  ½O˜4O˜   2 {2 9 ] E * LG = =  = 3   G    53   63- H 2%3  -2   %3-  E3L3 -3 H-63- H  E3 -3   -3B G H 3 @ &3- L U  3  H   %3W A E3 A     E3 93  3  '  -  N3   43  W-E3- 3 52 43- E3Q 3 93 93 E3  ' > = E3L3 %3L L 2! E3 3 +6 &3W-  E3 3 3  E3  3 3 L3- +6 &3 93 2  H  = 3 3 +-3R  ;3 3 FF 63- H  3 E3 M  G   G 2 3  N?  63- H 2 ':G ; + E3- %3 93 3 E3T3 1L  K C E3  H   93 %3Q H&3- ?  K + G63?> H43-2 &3- 3 = ~{ q]blmq]d p‚  >Z X7\N’7S>RR@Z!’UvZ[’!S‡?“S>R@ZRTUES½1U†}Z [VU˜V:‰›UaX›Ÿ’6UaŸ}X ZBŠ4‰BV{‰7—rŠ “zœX V7“†HŠ LV>R@[xS>RWY\ Š #S>R‰›UaX V>ŠRU‰ '  ™VX Z‰ VUaŠ4‰DZ[y .'  §Blmbub¨!© I >    5  N    u¯      >  P         N@ L   !    9   > D(   % )* -3- -3  H H  93 H ;63 H 3 43 + D3  93- H  D3 E3-V%3  93 À 25 3 H -3 +&3- N   C  = = 3 = T ' M + T 3?+E3- P3 &3-AGM--  &3 + G H3 W3 3-  ;3 E3  E3 D 6? R3 >E3 ;3  %3- VE3  H   2   -E3-2 3 /3 3 E3;3 E3D3   G/ =<   3 3 / + M /3 93- H E3   L2  3  H = Q3  353  -    - E3  = H%3 +&3-  G  ! +  93 G -3?2   <    H -3 +&3-  2 H  3 H -3 +&3- H %3 C43-L3 &3- RN ' U + = " = H&3-   GH G H%3 +&3- = F3  2 = G = = 3 3 2 = #"  3 -E3- G 3  H -3 +&3- 'G  G  > !   (D    > 3- H  ' H%3 +&3- ' Q D(    È >E  G H -3 +&3-  < G  È    5 28  <  93- 3242T 28   Q5 2 mO G  ; H 5     =  !"  H + 5 6 &!'  7 , 4 5 6 &!  !$#% 4    5 6  !)(+* M4<H:L!4L' 5 ')2 38 4<'N 3   O  O  + M4<H:L*4<' 5 H'(2 38 4<'N.-/ 310 32  6 * = È ¯ 22E3-Hz (DH %3 +243- '  U<'=    6 ' È  # (<  ŒŸ}R‰S>XUvZ[1|ŠRT’7S>R‰7Š%‰›UvZ RUaWY\|2 9  2 =  > D 8 ? 37 (D    : 5 2   7N5 2  2     <2 5 2    L !   9   > È  – 5 2    C   C 5 ¼ ´ ° C 5¬  43   ®  $ C (  $  ' ( °  $ C 5 (  $  ' ( ° C 5  {° C 5¬  2 9  2    ?¸ 2 5 2   £®65  ¸  $7  $8 9 ?> @ >= *C  · ° IC  :9 @ 7 C   F FE D A=G8 A= @ AH$I J7 K@LH8 AH @ M7 D ON  *  = @5 @ 2  ' 3* >? 52V 5 H = -3  @C >= % E3-%3  E3 93 A 3 D @5 D  = /= %32 -3 E3 G "  Q3 AGB3  63-  2 -3 E3-U%3  G  " N   + G E3 93 2Q Q 93- 3   = C D >$@  ISI3A= 8 ISI[I P IH +  D 3 C= 3 3    3T  M C =  = E3- H " 2 G "  ¬  GC 5 ¼ ´ °  C  5 = Q :9CR;  9  9C 5 ¼ ´ ;  9  ' ;CG :9CR;   ° :9C 5 ¼ ´ ;  E= F 3 N D  ¸ ' ;L° : ¸ ¬ E 3A=ŒC $7ŒC  @  TH 3 3A=   C  C ´ D ·  5= 5¼ 5 ¼ ´ °s N 5 N D @QVUŒ® G/ D ·  5 ,>-+  G $7V3A= 7E3->%3K@LH$893AH$@ ,W7 ON 893-?P 9'?>F@C >= =  =  " R = 3 =  =  ;3 = E3 3 A 3 "  G G + A >< H %3 +243    2%3 E3   3 I H %3 +&3- $7 P D 3A= E3  %3K@+243- &3-;4> ( D @;3A=  @ P -E3-2  -3K@+&3- ?@ `E @LU:8 P ' 7 D 7X8 I P$@ D Y> +-3%>$@ = 3A= @ 893   D P D H !=^] G $7 @+A= ?>JP 893 D D  &3 3A= E3 3A= \>$@ +( @+aH -2   D N ' D = /P  D Z7 E3- P 3A= E3  %3K@+243- È 9 [7 H EI?U 1O I 9 D %3K@LH$893AH @  D @-3  7G    ?>  8L=_I%348 7 ISI 5   3A= E3 D = D &3- ;3A= 7   @C >=   7\I%3-E3 8 D @L@ 893 N ?C 3 \E U @AE63K@+ @LU I 43 3A= 7 E3->%3K@H$893AH @ · 5 3 E m; 3A=  M MI/ H $8 ªC 5 C C 5¬ %= @  ®  LH$8L= A= D I A=  H $8 D N Ä Ä Ä Ä Ä Ä À Q 8O8 @L7  I A= A=  A=   @ 7 $7X7 H EI?U O1I 9 7:H $7$H$8   H $8 D D D D D ' ( D K@ pC  5 ¾ C 7 8O8 D @L7 D ( D K@ cC 5  5 ° C =4= H A=  H $8 D C C 5 D @ 7 $7 7 D H EI?Uy1O I 9 7 Ç SI @LI?U 8O8 D @7 D ( D K@ % $> D A= ( D K@ >$@ P A= @ 8=FI P I  È $7 = D IS7 4= = D ND  C 5 ° À C   7 C  5 ° C   ( I @LI?U A= K@H ^N D @  ° 7  ° ' Ç H >> D A= À À ' ² ' K@LH @WI P I  : C ° 7 I 8L=  C  ° ¹ JN D   5 ´  ² Æ ¶ Æ ®  D @ 8L= ¶  Ç ´ °  ¹ ´ °    º °   ¼  º $7 D   ² °  ²¹ ´  5¹ ´ °  ²¹ ´   5   ¥ °  ´ 5¹ ´ °  ´  = = H  ¬L°    ¼  º ¼  » ¼  ¼  7 °    = @ {°   ´ 4 ¬ TH  ¬1° C  5¬ ¹ ´ DWD ¸ È (C ¸ Ä Ä ° Ä ¸ C  ¬ ¹ 4= = H  Q 8O8 @L7 $7 ( D K@ D D 5  ° C Ç D C  5 ¹ ´ ° C  5 ´   C 5 ° C  Q SI @ >$@ D D N ISI A= D A= C  5 ° C  I H A= >@ D)D N E D P D A= D A= VU D 8 D 8 7 D 7 @ 8 D 8 7 A= Q I aI P I ( D S7 @ W> A=–C ´ ¥ ?¬  = @ 8L= ² A= @   @  D 5 5 ÄÄÄ À ; >$@ P 7 E P A= @ > A=NC ´  º ¥  » Ä Ä Ä ¬  7  = @ 8L= ² A= @  D @  4= = H D D Q I ISI A= QC $7 A= I I P I ° · N C $7  @ A= DN·  ND D  @ À 8 8 7G8 Y> ÇD !I I ISI A= D D D ·  I P I À = 8L=_8 D D N I A= 8 8 7\8 Y> A= 7 K@LH$8 AH @ D D D D N Q >$@ P 7 E P D D ·  I D D @ 7 $7 7 D H EISUy1O I  7 I A= A= !I I ·  %I P I À 8O8 @L7 ( D K@ È $7 8L= D 7 C G ·  I  7 D T@ != $7 I ON 4I P I ' D D A= @ 7  $7 _@ A> 8 SP I?UG9 N A= U  ; AH$8L= A= :9    5 I D %N D @ 8L=  G  5  8= D ND  Q I a8 ISI A= 7 = S8L=Z= P A= A8L= E @ L= ?>ZP 8 @ >$@ P >$@ P 7 D D D D  3A= D N @+ ND GB  = 3  3 E33  -3 +&3 2>  3  33   %3 C43- G G  E3> 3 -3 3* E3     3 3 -M  G&3 5?3 E3   93 - ;   3   M  G  GR3 >  3  %3  =  M " B3   2 F3      E3 93 ZE3   = 3  =  =   3*  +    -3 93   93- AG   &3 3 >E3 )%       =  3 2 F     V3  --3-  B3 = K3 3- +6 &3 2%3 E3 3E3 E3 G 2%3-AG +  = -  -3-E3 V3 3 = X63 V3 3 Z 63 G 93 93 63   %3 CG  3    G   AV Z  E3-M%3 2 3 ; 2  3 ! = E3 3  G   2%3 U 'G 3 G ! = 3QF-2     %3?E3  G =  C JG E3   %3 +&3 E3P   = 3 E3 G G E3 93 N "   = >  G E3 = 2,   %3 C43-  &3-  &3 3 3 V3 G G  -3 E3 - U  %3-R  2 P3 3 5     -  &3-;2V3  3 = K 63   ;  %3E3 1G, G = 3   %3 G  =  "  3   =  3 KM3  = - /G G  = AG  -3 E3 =  +3  = 93   = = = P = P %3 +&3- 63PL3     3 'G   93-  %3 +243 =     3   = G1 " 3  = L3 3 2 G < G < G  43 -2    G  N  GD =    -3 +&3  %3 +&3- E3  M  = 3   V3 2  %3 C43 -3   = GR  1G/ 3 = P G -3 2   D N  G   93 = =  R  G  E P D 8L= G P 3A= D N ISI 3A= -E3- 8 I-3-MKI   D @-3 D 7X$7"7  %3K@+&3-AG 632P ?>F@+ >= D O H EI?U 1I D 7 ==)H = :G? 3A= N 7 E3- %3K@LH893AH @ = 7R‰ZXUaŠ%R œVR@Z•.RTS[yZ Š RHVB‰!—mŠ “xœX V7“† · Ÿ]‰7ŠR œ|W œ S>X›ŠU†y‡LœŠ Z›‰V1‰7—rŠ “NœX½V›“†] §Blmbub¨!© F @ 7  · 8D ¯ @  6I P I H D D N D @L8= > @ $7 @  ZI P I  ¾ H A= !=)E @  I P IÀ   ' D D D D N I 8 D S7 @ A= 8 %= @ A= K@ D 7$H$8 D 7 À & U %I A= '& U A= D A= @ 8 ' 7 È @ Q I SI @ A= 7 SI = @ $I?UY>$@ P A= D( K@ D D D D D D D ' 7 È @ K> 8 ?P I?U P 7 ( D K@ % ] $7 @ ?@A@ D @ ( D K@ D N =4= @L8L= D > @ D @ 7FE U "9 I ' ] D N Q I D @ A= %!;%@ AH$@ A= I @ 7 D Dq]džd  e c‚ '  V  +E3-  - -E3-  Q I6  !; @ 63 (  U  @ °  9 I2 @ N D E  7 3A= -+E   @  E   D  =  ° ° @+3   D N +( -E3- U  3 3 @C> 7    >- 7 @  3A= KAH$8O8 D " - 3 %    -3K@+&3- $7 L3A=  77 63- N  7 D T=  @    9 I2  E $8 " 7 3 G  3-  D D N  @@G ' ;= --E 3 Q I6 D  ;3A= -W>I?UK 6!=VE D   3-  U  D @+M E3 % @C63A= D N 3 @L3A=  E3 7 D  $7  @ 63Q2Q@ N --E  °  9 I2 > 7 %     Q I6 3- D @+63A=  ° ]);CG   9 I2  <'=  < Q I6 @ 3A=  (    D " °  @  D ' N D N Q I6 D ( @C63A= !;CG &3 @+ >MH $8L=  7 HG  > D % 7 Ç D À@ ]);CG   3- D 3- 3A= D @ >+ D        °     %3K@+&3 % KO Q I D N MSI 3 = Q  P   = % 43AHISI?UU63%@  7 -E3- U   P &3AH ISI?U >&3-   Q !3A= = 1G D N  % P Q  = @ @+3A= D ]); = 1G F$7  D D N 3A= ' !; Q I6 @+63A= D  @+3A= D N  -3K@+&3 % % D  3 D N   A @+63A= D @ 9 I D 3A= E3 °  !;CG >&3-    Q I6 D N 9 I D N M< $7 ] 3  D N %' \9 I2 G Q I @PEISH &3 D  :9 I2 E LLH 63- EI D N  -3Q -+E D N < HGT- U D N " E3  @ D 9 I2 ;@ D °  ¾ @-3 2  A 93-  - 3  3  °  ¾ % <  < +-E  G + 3 R @ $7  N3A= P -E3- ) UK2 I -R3A=V3A= E3  D E3   3 53A= F <'= 7 D -  %3 +&3- @ P  I D   %3K@C43  3 63A=  +   3 @+M E3 3 6 +63 > -  -3-2   %3 C43-  D @  ° " < -53 6¯ 63-I,@+6!=&3 3A= G 9 I  D @:G' ( D U 8O8OH @ D +-E        D 7N3   ° -E3- U 1( D N '  ]);CG3A= 3A= 3- -+E ¾  9I °  @ 8A =  7     - M3    3 E3 ,>E ;CGT$7 ' %3-E =   3-   ' >-  -3K@+&3- D 7 D $ISU D 7 8 N D 2      I --E @    G&  @+3A= D $I?U D 2 M  -3K@+&3 D %=    3 3A= D 7 ( !; $7  @LI @ D  D $7  --E   @ @ % @+63A= D ( Q I6 D N ) ISI ;   M3* D D YN D L< D Q I = 7 ON D D  D D 8L=    '  -3K@+&3   D  " 8= D 3A= D N L @+63A= D A > = %3- -3 Q I6 D N       M 3A= 3-   3*  &3  ]);CGM43-2   4G 7  ( =   --3-  3 CE3- ' 9 I % @+63A= D -3-   >63 3  @+63A= D U  %3 C43- 'G >  I -L3A=    A V Y G 3  -> 2 R Q I6 -3- P  <'= 8L=  °  F   ¾   " 3A= !;CG 3A= H ;3K@C?P'2ISI?U = =  G9   À ;CG 3 D P$7 63- 6!=)E D @C;E3 I P I  ¸ ' =  D 7   7 K      --E 3 D  5 ¾  9 I2 < % D N Q I6 D @+3A= %!;CG$7X3A= 2K +-E  >- 7F3 3A= @C6!=43,3 AH$8O8 --SP  7     5¬ ¾ GT® ' GH43-SI3 @ 8L= 5> D 7  AH$8L= 3A= E3 D D D :9 <;  9  ' ;#° :9  ;  9  ' ;CG4$7> 3-   5 ¼ ´ °  ¾ \9 I2 ,< ] D N Q I D @+63A= %!;CG4-E3- N U  ( D  -3K@+&¸ 3 ' = Q 3A= 5 -¸ -E  D $I?U  &33 D 3A= @+!=43AG F  8A D I?U^8 D   893 D  63-@C6!=4353 D Q   7 D@ E3 @ 3A= K63- I  G'-E3- N U  ( D  -3K@+&3 <'= D N =   3-   5 ¼ ´ °   G   5 ¼ ´  5 ¼ ´ ° 1 ÇMSI @LI?UG  I D  $7 5     F --E 53 D 63-%I ON 3;3 D   5  9 I L<  D N Q I6 D @+63A= %!;  T3A= T --E  $I?U> &3?3  7  I - 3A= E3 1  G63  AH @ R3A= E3  5 ¼ ´ °  ¾ HG-E3- N U  D D D ( D  -3K@+&3 ' = Q    3-   5 ¼ ´ ° 4G  5 ¼ ´  5 ¼ ´ ° -E3- N U +( D  %3K@C43 <'= Q   $ISU  H @+ 3A=  7   2 3A= - I2%3LM63- I E36I P I GT63P  AH$@ 7 3A= E3 D D N  :9 < ;   ° :  9 );  E = $ H @-3A= @@G&  A 3A= E3  D $I?UWI'W3 D L D 7 AH$8L=K3A= E3:  9 < ; 5 ° :  9 ); 5 ' D N Q I6 D @+63A= < ; = =4=)H  8A D $I?U I!3 D LE3,I P I.9  ' ;W N : 9 < ;  9  ' ;(° : 9 );  9 I À ¸ ¸ 9  ¸ ' ; = w P > A U3A= E3  D $I?U6I2 3 D  D 7 ,;63A=V3A= 8 D @A@ 893; `E @+A= S> P 893 D @a>$@ P  G 63 I?UJ@ > ;3 A=  3A= E3F  I'?3 D 3A=   @ %3LH$8L=  D 7 ;E3 8=_I P I  ¾ = I  A D D D À 3A= E3  %3- @-3-TI   @,63?AH$8O8 - @,E3 I P I D D D ND  ¸ ' N @ D   5 9 I2 < ' D N Q I6 D @+3A= #%!; =  D 7  5  63A= @ 3A= LH$8O8 - D @ N D @! D 7  E3 I P I  ' 9 I ' D N Q I6 D @+3A= < ;CG D @!63 >+  ' ] D N Q I6 D @+3A= ¸ < ; = Q  À 3A=   @8L= N D @  5 ¼ ´ >$@ D 8 A 7  3A= --E 3 63-LAH$8O8 - @ 9 I2 D D   7 E3!V3- I   D D D ·  5  G13Q!H  @+&3 A 7 3 D P7 3A= R@¬ ZV>XZ›‰UR D 7 @ E3 @ 3A=  1G1= D  `E @+A= ?>ZP 893 @ ME3A8L= :  9 < ; 5 = ==)H   5 ¼ ´ °   5 G N D @ 3A= ->I I %3B® ¾ G D À -E3- U +(  -3K@+&3 È D N =  FH 7 D   6!=)E 63- @+;E3 I P D I     "   "      I E  3* I P  D  A I À D ;  $7 IS7N 7 D 63-  @T3A= D D 3A=E3L563A=X8 3 @ 8 3A=  ?> 6!=)E @^9 I ] "I2 8 D $8OH @L@ =4= H D 3 D 3A= ?=  ?P 3 D @A@ Q I6  --E +9 893M D D 7 !=VE  7 PE3 D @7 ]); @ D 8OH @A@ = ?3 3A= @-5 ( &3  I P I  = D I23 ÇD À 7 3A= D = 7 @3A=   @L8L=  8L= 8A G  F P @+ --E 3-SI? 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H @L8 @+= @+-3 E3%3-8 P  H `E D  8AH  @L8= ÇQ N  ND @ @-H Ç    3 D = $7$I  %3 ­P D N $7  CG = ;P-63 >LH$8L=Z `E @ ÀÀ D  3A= %3+P Vm‰!† ’ X S>•[m‰ @K ND H &% @ > 3 *(   , 7 @AUFI @- >$7 D I2E3 7  U = D !\P I>2 G7 3A=     = @T+P ?>F@+ >=48A^E ^@ D N 7 >2$8OISH$7 3 = >H$I @C631U           ^9 %= 7E3 zjq]l$7fq Tq}f ND 2 3A= # 3    ')' % '  G  @L8= IH D =  H  = 8  (  3   A D)D  !I 43  $7  ¯% ¿ ] mà  @ 3A= Y>I   ŒÇ  (  =  R P = $7 @+E 7  >$>$@  ;U,3A= D I D  @+I 8 D 8L= 3 LA= KJ H   @ &3%@ 3A= 3A= D @  ISI PE3 3A=  8 @ $7 I   7 D D I?U>3A= E3;3A=   = J F 893-?P D - @ D 3A=  I I P'2E3  AG > ND 3AG 3A= @   @ @ @  3A=  ,3A= I   7 D  D P  D @+I1%3 I 2 @C  D =  3* @ P' 7 D 3A= = > D >H$I2 @LI?U D 3A= D N  3A= =4= =      G @ ND 3K> D > >H$I @ D %3-;3A= D 3 @ @ KJ 7  D @ %3- @-3-AG 7  >E D H @L8 8A L3A= 7$7 @ - 3A= @3A= E3;893AHISI?UJ= A E D   D I?P D X@   N >IS8AAG @LI   7 2  D @ 63A= =4= P$@ @ >IS8A ND @,@ @+H IR@ %3-,3A= @   H @L8 D H @L8 D D VU N SIJG >IS8A +%3L >$>$@ = mO -3-!; ISI  N  > @ H P D H$@L8 D ,V3A= 3A=  @ >  F3A= D D N 3 D 7   >E 8A  &3 H  > D N @ E U 43 E 43M8L=  D 7X7$H  H$@L8 D 7U 8L=   @+WISUJ7%3K@+?EH 3 QAH @AP?PE ESI31UG1 R G;3A=  7V3 8AH  3- D Y>I  J  @8L= D P'S7 D 3A= D N > ND = D N U$77$7  53A= --6H  A> 3 D >$@ D @ D EI    $7 @ 8L= @C ND >IS8A D  3A= E3a= H    @ D H @L8 D D N  @  H @L8 D >$@  $7 ? @3A= E35M43-2 3A= A >= 7^E UK >8L= H @8 D GB63!I 2>3A= 7 D 3A= >HI @6@ D @+E3W3A= I?UZ>$@ D > D P D I I P'2E3 D 3;K> D N $7  7$763-  = @AU >  = H 8 @ %3-?@C 8AH  @AU &3- 3A=  3 P D FN ]  7$7 @ 6= $7  ;S7 3A= D N V S7 D -3-SISI /P SI2 EI ;3A= D I2 >I 8A H @8 D /P D L= = = >IS8AAG$7 @+? @ 3A= D N 8AH  @ =4= 7= >IS8AE3-  D 3A=  D @T8AJ@LH N B!H 5 = = I@ 7 E3-F%3K@H$893AH @ > @-3-S8OH$I2 @+@  D D 7  D Q VU = O 63 E)UL >$> D N AG 63, =6!=$I?U KU%3 E 93 @ 1I P ÇH >$> = 3A= D @LM)H 3 J 8 , 3 D H  7  D @+ `>     !      >   D 7 Q 3 @ H    P  *%AIÀÀLÀ=$7 8AXH 3-SI A=C8 3    EU-63  I?U >E3 D  8= = D @  =                     @ 6!H  I  H ?@ 7$7 63- D 3 7 E3->-3K@LH$893AH @ 3A=E3L3A= = D  @ ]  = ¯                -2 >P ?>F@+ >=   >$>IS8AE3- IH >$>I 8AE3-      D D  `8A `I2 U I2 E D @W$7L3A= M0 4<:<2*5 )023'@14B/+,082 $&'C+,5 H1('?C!K  ND - D @H  O @ 1I P IR@ >IS8AE3-  D = Y>I &3 7 H +  8AE3 7>&3  $8 w|= EH 3L3A=   8 D %3-AG D P @W3A= U > U  E3-?P   *    !#""$%&'")(* +  $,-  #-    . / # ( %   O        Z3A= I?>= E I @ 7    D N   ISI 7 D 63- D > D _E  7 D @  H $7 &3 34E  D 8O8 D I 8  7 D 53 >   D D @C 3A= @ 3A= D 8AH   D Y> N ISI N  3 SI1 N > @C 3A=  @-3-  > ?@ H H SISH @ N Y> D @+ >=  @  @ 3A= 3 N @ @ G < ;893- 7 %3  ISH @ %N ¿  r à U A 43 &3 E)UP3A=  D  ;63A= @+-    D D N ;$7U63-E3 8L= -FG  >@+> @AUY8 7FP &3 AH$I63- 8A\E 7 D  'S>Z@+ >=  D N  @ D 893-  3 @ 3A= 3 @ 7 D H$I633 D NaN 3A= D N N  E D 6@  3A= E3635> --?EI D 3 8L= -FG E U I>63 7Z7 >E ¯ ½1O 8  >S@Q =   D 3A=  3A= D N D @ 8L= - I  &3`E U N &3-,> UF SI H @ D 34E  aN Ç I  EI 3 7 SISH$@ D D 7 D 3A= Y> D @ D N  D @  S7 D 3LH?P  N > N &3- U>3A= B   D @+ ½O D 7  = 3A=E3 µ I D ¢.;   I @+$8 G/ D P `N 7 D > 5-3 G4$7P @ D  D  D D 7 7 A  I @- S3  ½O ½1O 8 Œ¢ ;63A= E  AH$I3-  ISH @ O A= ?@7 D  P  _N  7 D > @CE3 ND >E3%3  7 @7$P @+ 8= = P @+G  '?>P@C >= 3A= D N D  ISH @ D  8A 8 > E3%3 U563A= @+%3 A D  ISH @ N @C%3 18A D N! D  D)D ?K>  D D   EI?U SISH @ N @+- @LUZ8= @+- @AU68L= H 3N3* D @V  8A @+%3 18A = /P D M8L=   7 P  @ 6@+$7 D @R @ @+ >= 43-I,@ H$IR3 ON D >8L= = S8=  - I &3,3 I2' % ND @C893-  D FN I % 3 D = H &3-SI5 E &3 7$H $7 &3 %3 W9 D P3 D + IW 3A= E3 = 6!=$I?U  7 D H  H @L8  I >=S8L=NV7 P E  ESI63 UG F '?> D 3A= D @ D N AG AG;3A= 2K5SISI4E H$IS7:E D 8 @+L= 3A= D N -FM8L=  D H$I63;3  'S>U@+ >= ' D N 8 7  ISH @ N 893- 6  ]  'G A=  D D = = D @ D N @C> 3 I -AGW63!  'S>F@+ >=F @ D  @L8=  63A=F= 6!=Z>$@ = W-3  8 @ P D V3A= E3>8=  7 > >$>   893- W  ]  GA=  D D = = H  7K2 &3 = xÇ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`HI63- N3A= E3F @ 3%3 3- IE3 A H$I63>3 \N 8=  -    `H$I3-?>I N @-3-  IW3 D D D @ ON D E @+M 3 @ D N >S@5  = 3A= D N AG=4E A D3A= E3T8A 3A= E3 7   D I @+$8 D W@ SI H @ 7  = 3 D D N D N 3 H?P N AG1Q3A=   2A= >$@  H$I63 =  L8 @+?E I%3-,$7^E  @AUK3K@ E D P ' >S@3A=  H  À 7 893- M  ] 'G  D = @ D  3 7 ŒÇ 3 893-   G, D M    3A=  H 3H-  D NRN =  @+- @+I 7 D > E3%3 S8 @ N D  @+G  ISH @ " 9 #"%$  ´¦ ; N >$@+M @AU SISH @        H @Q- H$IE3-   AG  '?> D D %3K@LH893 ¿(' 7  ?>  ' ' %rà À <  I @- D N ;  8  E  8 %3 >$@  D D N %@ > 7  À Ä ISI A  8AH   I D 3A= 3 I 3A= D N  D >$@+2> @AUJ8  D 3A= E3YI A S@;> 7E3 3 D   D N 7 7  7 D  ISH @ N I ID 3A= Q A= = >@ IE3 D @+7 D ; D 7 ?3A= @ 6!H 2   AH @  D N @ >$@ 8 I E I IE3 D   = - 7 ] 'G  7 SISH @ N E ESI31U>$8 @ D  D  @LI?UVISI 7 D }O  D @ N D 73A= $7 SP'S7H I  SISH @ I = H  H $7 D N N  ISH @ N  H `E E ESI2631U D D ?^= 7Y   @C >= ? @ 7 D D N 3A=  @C 7   ! V3A= D D 8= D P +SI &3;3 E  ESI63 U D  43 6!=)E  7 D @ >$@ ISP  D = !=$I?U^@ AG= 3A= D N Y> D E D 73A= D N @ 3 7 D  &3 3-IB)H `E D  @  Z I?U! Y> D  >$> À 8 @ < -+?P 7:8 3A= ' ' % D N @ 893  = @+ >=  @+ >= I = @+893-  D N 7 D       = Isolated nodes/Primary component 1.1 6!H @ ] = @+893-  D N   I -3A=  8AUM D 7 N = 7 -+E H @  = = #"%$ ´¦ ;  @L8= H @-3A= @ W  >I D 0.5 0.4 0.3 0.2 0.1 @ D N = D   @L8L= D 3* 3  >$>  @+W3 D 3 D 7 = D  @L8L=  %I - 2VP I D PP A &3K@+7  893R3A= D  @  I?U+8L=  A=  D ; %3 > D > D  A=   D  (¢ 9 I  .; 7 D D @-3-  SI 7P 7 D D NN D D @+ @C$7 D N  6!H AH$8O8 - H @L8 $7 D D @ ] D ;M2 N = @+ E3 = 7 B!H  @  I.@  &3KV D ] 'GE  @ %3- EI2A=   WWAH E-3-43-I I?U 7  AG = 3A= H 63 =  D 7$H $743  D > ! @AUZI P %3-2 E3-  D H$I63- P Y> D =  I?U D 3A= E3, ?>N@+ >= , @ D >@+> @AUX8 7 $7_H - V7$7 3- ->ISI H `E D I?P D 3A= D N  M À < >$@ 8AISI?U D AH$I63-5 @ @+$7  8 ' ' % K$7Z3A= @+E SISH @ N H > D AH @ ,?, 7 D 7KI   D3A= D A 43-IR@ A  /P I @+43;3 D @+ 7 3A= 893-  3 II'53 43 E I2E3 D ,UP 'S>F@+ >=F;3A=  AH$8O8  U_7 >  7 3A= E3 = !=$I?UM3 @   @L8= 0.6 893 YN %3D D 7$7 63- SI 7N D NN 9  ÇD  AG13A= 3A= E3R 0.7 AH$@AP'SP' L  @L8L= 3K@+?PISISU 0.8  H `E 3A= @  D Isolated nodes Primary component 0.9 0.0 0.0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1.0 1.1 Probability of node failure ]¯4= D N 1.0 I 7 = Q &3-AG 3-I 3 D AG$7L3A= -SI2 43 3 8AH  @C  D N  D ÀÀÀÀ SIKO N @C893-  D TN @+$7 D ' 8= H$IS7  D  > 893 1.0 1 successor 2 successors 3 successors 4 successors 5 successors Fraction of failed searches 0.9 0.8 0.7 0.6 0.5 0.4 0.3 0.2 0.1 0.0 0.0 6!H @ ] R8=U 7 D ISI13A= w I P 3A= 768 = = KJ  K> P 8A 8  SISH @ N H?P   D  B3 >E3%3 @C   H  3A= 3A= E3 8  '?> D N =  H `E ÇD  =  @  -> @-3 E %3- E3- @L  @L8L= 7 D 8A  7G 7 3 7_8 H$8=^E SI N ÇD = /G D  @ = &3 = 3A=  @L8L=Z> - E @ @  I 3A= ND  KH W>  3%3  D 2P3A= E$@ AGAH8L= Y> D  @+M %3- 8 >E3A=  @8L=  >/U`E  3 893 -+E ÀÀÀÀ AG >H 3%3- !3A= 8L=  H 3 ' @+63A= D   D SI2AG3A= N > D  @8L=MI  I  H;3 G  D D 3a>$@ D D N  8  7N D D PS7 > $7 Y> %3K@   V!H  @C43 D @+DLH$8L=K8 7  +E3 8L= -> @C F@+$7 @+ >= SI 7 7 E U!3A= MP  2! M3A=  >E3A= D 8 - @ ' /$7 3*  A @+>$8 ND ND Q3A= O @ @CA= ?> D @ E UU3A= ND @8   A -2Y>IS8A31U 3*  '?> D N PS7 D -%3-&3D  -3K@LH$893- >7J@ D >@  D 7ME)UM7 E3- ¿È @  D @+ >=  >?@+2 3A= '% G < G À A= $7 3 =      -S7 D H  7GB3A=  7 D 3A=  7 D = D 3A=  7M7 %3K@+SEH 3 D  7  >I 8A63 H       7 D  D D D 3 D N @+ >=  7 D VUP  @ P  @  0.7   À < = 7 D $7M3A= H   N I  7 D N H$@L8 D >E3A= SI H @ D N N I P  @+>$8 ND 7 E  7$7 3- M3A= A 3 7  $7> A -3-Q3A= E3L $8   E D N  8 D 3- @- &3AG!EH 33A= @+IJG ?>   3*  D >$@ $8 %3 7  @L8=W>$@ D 8L=MI P 0.6 ' ' %  ?>Q@+ >=Q;63A= 2 @+;E3 I  KISI I?P D  H @L8 D - 435 'S>\I%3-;3A= E35K  H 3 =  7 A 0.2 0.3 0.4 0.5 Probability of node failure  @L8=  LH$8O8 AH$8O8 AH   @ %3K@LH893AH @ % mà  I 7 P D  Y> D U2V3A=   3A= 893 7  P  E3A=6E  @L8=  $8 D ‰S>‡xZ,>    3  != S8=3A= D D  @L8L= @:G >/UWE 8 + 93- D D  N N = H >F3 $P D   D ¯M @ 8 = 0.1 D N > =  @+  D N  &3-I)@ SISH @ 7$P 893-   G D 7 D3A= E3T8A6E  D @+- @AU:8A AH$I63-B>/U 3A=   @ :G  I  FE3;3A= D D  > @+E3 À I E D P 3 D ! 7 @LP  @ 43 D E 3A= 7 E3-  EI 3 >-  D @ O3A= N D 7 %3 @+E3- %3K@LH$893AH$@ 7 D D  I?U :  2 D N >$@+2> @AU 8 43- U N 3A= GW$7  M ?> D Y> 3A=  > 8= ½O D D @  @+%3 18A D D @C >=G;3A= E3  43 P N;63A= O 7 P @++ @+I SISH @ N  E   @ 4= Æ   Æ ¢ 7$P D N  7 D >$@ = = E @ D SI N H$@5%3K@+E3 8AH  U @ A= ND E 3%3 D 3A= I P D -  D N I  = 7 3 3A= 7 3  D  7 D @+M 3  9  µ I D E¢.; I  D @aE  W 7 D    7 D  7 -8 43 3  D @ -SI $8  @ N D 3A= >$@+2> @AUW8 " 8A E 9 #"%$ ´¦ ; >  @+E3  > -  D  7  E U @+E3- SISH @ N G  $8  H ?@ TISI ;3A= P AG = @D=  8L= >$@ D   ND &3 @  D 7 D 3A= 2 Y> D  3 U@+ >= D N    B   G  D > -  @CE3- @ VUP D D ND 3A=   D N EH 35 @   3 H $7 D  'S>K@+ >=;  P 7 I P  E= I E @ = P  3 H6E U68 ISI D N H @ @ ( @ ND = 6!= V 3A= N 7 =#= G>VU ;3A=E35 @ AHI63Q+E  H &3- 3A= D 9 @+ >=U;SISIRE  >  @-3-S8OH$I @ D D M '?> D N   I @+ 5 I @+ 53A= > + ^  @+E3- D D ! 63A= 3- 5  3A=  D @4=  P D  E U  7  E3   ° 5  5  $7   ZM  5   5  = I - 3A=E3=  P ->ISI  = 7  H 3 = @+MISI?UG D  3 D M DYD N 3A= E3; ?>F@+ >=  =  P  D @+E3- >  E  ESI63 UGISIW D  > @+E3-  ; M D D N W3A= $ISU D HISI?UM3- @+ ON 3A= E3 @  5SISI A= 3A= E3Q563A=F= 6!=Z>$@  D E3,3A=  8A @ 7 D @+ >= AG)E I =  D N >-  D ! >  - F  @CE3- D D P SISH @ N 3 ? @ A= D )H E  ESI63 UG4Y>I?U'2  3A= E3 D D D   ( 3 % B @+- @+I SISH @ N 53A= 8AI I3A= E33A=  = > +  @+E3- 3A= D D D N , ' = P@+ >= 3 =  7  H `E @ 3- @+ 7 EH 3 @ @LP E3-  D   D N D JE    E D D 352 D 3A=  D  8L= 6!=)E  D N 3A= E3 H?P   '  ¡MU†}ZRŸ}‡Nˆ7ZXS½™‰ ZU‰¡ •†}Z X Z ¹   °  ¢ V>RT[     ¡(Š%‰BW3Z›‰!‰U†}V>R ± ³t´´  D¼´   ¦ À¹   ¹ ´ ¹ ´   §Blmbub¨!© I A= D H aI D D N @ I U LH A= A= D 7 D N A= ?> @ >= @ H O ' D ¢  ?P AH E  D N A= D 7 7 P 8 D @L@ K> D $7 E ½O P 8 D @ ^E)U E @ 7 @ N D I ! ² ° ' N $7 D $I?U N D 7 ¶  4= "  8 D @A@ K> D $7 D ISI @ D  A= @ 7R V¢ RTS6[yZ ‰7—rŠ “ œX½V7“T† •#ŠaU† V>W “†]V ˆ!Z U Dq]džd  e c‚ " =" 63 3 3   ( ND @!  @ D  D D -S7 @,3A= 8AH   $7  D D  =  4353 @  D   Y8 :G @ ¾ À YI  PE3 " + 63 G -  3 ½O 893 $7  ;63A= ¸  -$8 %3 D  ' 8 D   # @AP I2 D N  AG ' ' D @LP I!;SISI8 43-QE3 E3> @ D D  =  E 3-2 D -3L3   ' D N D @  D  " M8  D = D  @A@   243 I63 D L$7 E ( @LP K> D D 3A= E3 D $7 3  93 ? V3 E3, 3 8L= $7 D @+ E3-2 U&3 ;SISI8  &3-!3 D  D U 63  7  P 7 $7 > 63- DFD N  ' U +  R3 7 ?PS7  -%3    3 7^E UN >> E I %3 @>%= S8L= ND   G3`8A  D   °   $7  3 E3;3 = @ D 43 3A=)H>VU &3 3  2 7^E63 P = S8= D N   %3- @+3-L7 GT  > $7 3 Æ    Æ % 7 8 D Æ    &3-  F  ! 43K@C?EH 3 D  = G/= D  = 3%3-  7 -8 - 8L=   D  -%3 = $  3 @APEI ND @ D N &3 ND D N D N  D @AP I D N ISI ;   3A= E3 D # @>=  8L=  Ç 2$8     @ I  ' ¸ ½O P 3 893 3A=  D @%8 7 D 3A= @ 3-I8 ÇH Ç D = @aI P D @  D D 893AISU @ ISI  ¾ À I  H `E @ ¢ ¸ 7 ´ ¹ ´¹ ´  D  D¼  ¦  ¹ !3A= "  A= G    @ E  ( KO D ISI  @  3 3A=  3* ;3A=FY>$@ H >$> @ E E E SI%3- 8; @-!H D H &3-  3A= 8 D @LP I  ¸ 4= = @   D '  &3  @APEI %    D ¸ ¹ ´ ´  D¼ ¼ ´ ¥ ¹ ´  °  <¼ ISIO @ @AP I D Q &3 2$7   5 2 43AG 3A=E3 D N AH$8=   @  @ 3A= IE3%3 @ @C KO D @ ;63A= -%3-  D ISI > ¹´ ´ ¹ ¹´ ± ³t´  <¼  ¦  ¹ ´  H $7 D 3A= D N 43 D 3- @ 7 %3K@C?EH 3-   5 @ D D = ;3A= D   D N 8AF8L=  @+893  8L= 7%3K@+?EH 3 D 8 H¢z  @APEIAG $7V3A= &3 @ ;63A=  D NB @ ,U = 3A= E3 I  H `E "  @AP KO KI D  @+ D I  3A= D $8 = 893 = 3A= D N Ç D = FH?P  D D @ ½O D  '   @ T/U'!3 8L= D NR  P3A= D @ D @C E 63 P D N HGT3A= ;63A= 3- +N D D N   D N @ @APEI I  3A= D @ F3A= D 8A ' U   3A= N 7M ¹ ¹´ ´  P H $7 D      MEH 3 "   H `E 3A= G >SI @I?UG3A=  >>   3A= @TE I?U6E)UNK>  ;63A= 7N&3  ¦  ¹  @ H43;2 D 3A= 8= 7 %3K@+SEH 3  D  Y>I 3 D @ ND D N D H %3TE ? U 3 D H43AG D @ ;3A=U3A= 3A= E3 $7 8 @APEI D   D 35P-3K@+S893H >>   D &3 E63 2PE36I %3 F2L-3K@+S893AI?UGI + " H 43-31UG   3 3A= D $7 E AG &3AG3A= = $I?U @+ @ I?UN->ISI c„ ZU ªˆ!Z VH‰›Ÿˆ›‰ ZU?S½  Æ ¢ B % RTS6[yZ›‰ S½NVx¢ R@S[yZ:‰!—rŠ “ œX V7“† · •#ŠaU†VW “†}Vyˆ!ZU  '   ‹c†ZRSX V>R\  ¡ %@     Æ ´ µ %  %   » ¥ 3 9 % B ;     ¥  À  §Blmbub¨!© = U D E @AP D A= N D @ 8L=  '5 N  8D 7  A= D À :9 <;   ° 7 & 8 D Y>I 7  A= :9 ;  ·   8D D   ° A= A= @  7    $7 D ·   I D A= > A= N @ D  D · AH$8L= A=  $7  @ 7  8 6I @ · $H @ A= @ D @ $8 AH8L=^> ?@ @ 7 $8 N D @%7 $8 D Dq]džd  e c‚ƒ "  I %3  E    D ·  % H $7 E ?Å 3A= D   9 3 ; 8 = D + 3A=  3 D N    I  À  %@   Å 9  N;  @ E D D "  D  G 43-V ;63 E3  MI  7 '5 H $7 ·  0 =  @= S8= % %5 µ  8  < Æ     Æ %   H %5 D E @ &3-  2 %@ ³  »  ¥  ¥ µ %  9 % BE< 0 G 7 2%3-$893 I D N 7 ¿Å D ;   9   · D N à ;  3 E3 2%3- 93 I G  N ;63 I G3 %3- 93 3A=  D 43-;> 3  +, D ND I   F3 G - Y>H 3-  &3-UE3I %3 ;4E = D E3   +3 0 = E UZ8 2?3 43   5   ) &35 D  Å 9·   EE3- E< 0 ND    3; @Q= S8= G $7 3   +>SI @I?U $7 ND @  $7 E UN3A= @ -     G D %@   Å TH 3? E N NÅ 3A= D = 63 E3 I %3  -AHY> 3-  E O A= ?@7  G1$7 S3 ;   % 9 3A= H  ¹ ;  BE<   D D  ] !;T3 >>  >$>$@ 353A=  = >@+E3  D I?U 8=  D 3A= >@ S3  ¥ µ %   3A= LÅ D N 3A=E3 3AH @+XE 9 7 ¹ ;  BE< I G&3A=  ;  H 7 D % 9  Ä N3A= S@ &3 @+ Å 9 · Â# ; ´ µ % 5 E)U %  » ¥ 3    ¥  9 % B ;   893- N  H %3 D  " E3 H$7 E< %3 D @3A= = }O  @+!H  >3A=E3;3A= !I6HSEI  * D   O A= ?@L7 E ESI2631U D %5  D P AH$I34E)U 3P Æ <  GT=  8L= HISI<@ `N % %5 µ  " ;=63RE3 I %3 3*   ¸  Æ  ·    BE< 8A @ ND  V3A= E3 D    <9 xÅ 9 ·  ;D$7  D   9 % »¥3  ¥   9 ·   ;N 9 9 ] >M >$@ ; = = @  @  3 D E ESI31UP3A= E3)U D 3-SI @  H?P   D H != D >$@ ;63A= 3- 3A= D N FV3A=   +>ISI 9  5   = ,-MISI 4= D D N D N @ D ] = ' À I  D = ~{ q]blmq]d p‚  „cZU   ‹c†}ZR ŒV ‰!—mŠ “ÁœX½V›“†ž•#ŠaU†–¢sRTS6[yZ›‰MV>RT[.V>W “T†]Vyˆ!ZU '  ¡ †]Vm‰HVR Zš“}V>R‰›ŠaSR X½VUaŠ S S½xVU?WZ!Vm‰›U ´ » ¦ #• ŠaU†x“@X½Syˆ!VyˆŠWYŠUa\VUW3ZV>‰›U ' Âc¢ ¹ ¡•†}ZXZ À † }Z’‰ ’ ‰ “ !"#  . . #"%$ §Blmbub¨!©$ = /P ° 3A= ´° ' < (    D @ I ´ ISUM3 3A= = AH E  D 8 E D  35 D @+E3- D E A · D D N ;3A= 3A= E3AG563A= > 893 = 'G3A= D ND @  A= N7 %8 D   E3B 3A= E353A= &3?3 @+> D -3 " D @;>AH 3- EI  @ %3 ¹ 3A= 893AH I[8 &p¢ .9G= D   °  Æ ¢ >@ 7V)H `E '@+%38AE3 5  D = 6!= 9" 3= @L7V3 3* H$@4>$@ E  ESI63 UM3A= E3 M '?>U@+ >= D E3     >$7   5   I @+ M>4] >$@  D N 5   UQ D N D  D 3- Y2P3A=  = /P A= D  3 H &3-  3A= 3A= D  N D N ;A=V3 E U D  @ U @-3- 893  = 3A= E3;3A=  D >- F  @+E3- D D  @; H %3 =  P 3A=  >/UJE -S7 D ;SI I$7 H?P ;SISIL= @ ND  3- @QVU @AUG 7>3A= E3   %33 @+ ' = 4= 3 =  B° - H @Q%3K@+E3 8L=V V3A= LH 3 3A= E3,7  3- 7  ¦ °  D N ¦ ¥  =  #$ . #$ %  D G$7MI 3 3  =  P >2 E3  D ->ISI  - A= D ND   = $7 3 ('@+%33A= E3  YP @AU      @B= S8= 7G @ ="  D ND ¹ ¹ ¹ ¹ ´ ´ ´ ´  <¼  ¦  ¹ ´  B  <¼¼ ´   ¦    H I D¼  ´ ¹  µ ¦ ¹ ¼ ´ ¹  < D N    ´ =  =  P ;SISI.E D 7 Q )UMAH8L=N >-  D =  U 7 D > @-3- 8OH$I @+PEISH  » . #"%$  D N  ->ISI @ 563A=K+>ISI @ D –¢ ;63A=  -3-43> UJE  = ¹ ¹¹¹´ ´ ´ º D¼ ¦ t ³ ´     ´  ± I @+ < E ESI2631UG ISI D D N % B °  @ · A " ´ G $7 G -8 ´ "   Æ ¦¥ $7 ¹  º ´   ³t´ G 3A= T>$@ ' ¸  D 7$H893?2 -SI?UN ' ¢M ­   | '  "  % °  ° I 3   Q >$>I?U  I6 I6 ¸ Y] M> G  < = /P G  = Æ ´ % 5 Æ 3A= E3 D %@ ¿   5   % B'2 P3A= E  % % ³        5  I ° 9 7  ISI ;   3A= E3!3A= D  @ % !; H 3 D  D N 3A= >$@ D N 3A= !; 3 D @     9  »  I(¢  E $@ D E  ESI63 U3A= E3,VUN >- _  @+E3- G1 D D  A ISI  7 D $I?U_8 ] ;  8A 4@+63 3A= D    %  D  -S7 6!=)E @ PEISH  D @= D N D)D  7GH AH I - 3A= P D D  H @ @ $7 %= I = 3A= ' = Ä  P  µ % µ 9 ;¥¼ ´ 9% B I69 !; %3-! 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M ?>  '?>  D N H != HI631U    Q I63A=  @:G1 D I ²  I ' Â% ° I%3;2 %  » ¦  . #"%$     ° 3A= ¦ ¥ ³ Æ ° @ 6!=)E   " " =  D = P  D =  > D 8= 3A= D N 8 7 7 E3-  893- "  ] D = = 8L= - % P %¨ $   @AE3K@+ @+SI?U^I2 7 893-?P 8 H T3A= @ ON 4=   7  'S> !H @CE3- >S@? ' 8 V3A=  N   5 LG   5 # <'=  N  LG   5  =  N  ° 5 ° 5 ° =  N :9 R;  9  =   3A=  P  EH 3?3A= ( ' 7 %3-E3  U D ´ I8 3A= @  D 8A E >$@ @ @ A> -3 > @-3-S8OH$I2 @ 3 U)>  R3A= E3 = 7G1  8O8OH @%3- @+3-  D > ?@> 3A= E3+8 A SISH @ D N4N 3W@ D 8 ! @+3-  +S7 D @ = @ Y7 893AI - N D ON D = /P 8=  - 8 @ 3A= 6N 3A=  ?>Z@+ >=/G;$7 )U > $7    L8 @+?E @5ISIRI P ND °   7 -+E I?U = ' % $7 ' @  =  FP A >I2 SISH @ (' F3 D N D 893-?P D   3 ^E ( = –Ç  D  7 3-K3A= D  = D % @M 3 < P  'S> '( 8AISI È 8 P3 @+Q @C >=Z>3A= >/U  D  %3K@+243- D @+ 7  8AISI?UM8= D 63+7 A8 '  $8 D = D   A N  -2%3  63- E8 8 D $7 > = I7 D ;63A= $7 < 3A= 43 I7 D %3K@+&3- D $7 D SIR3 N U $% @ D 7  8 ND D  @L@ @F3A= K> D E3 $7  F> 3  >S8V893- D D 8L=   D D @+K3 243 3A= 63M3 D ?@J> D  AG $7 & # $ @P&3 @  -3K@+&3AG63Q63-E3 =S8L=  ;CG  ISH @ ]P3A= &3 D ;CG ISI  N 893- ^  ] D = = =   ( ® :9 <;  9  ' ;(° :9  5 ;  9  ¸ ¸ ND  %3K@+&3- D '  8=  - N = D @ " = ® :9 R;  9  ' ;(° :9  5 ;  9  ¸ ¸     ;?$7 ISUG7 7F  =  > 7 I?UX 3A=  7 D IE3 D ' #"   893-?P 8L=  >?@, K>    ;T$7 M SISH @ D N N E UK3A= E   À¯ I È 893- J  ] ] D = = = V = $8 @ HÇ  ?>K@C >=G TH?P = ° 5 3A= %3K@+&3- @ >?@  - 7 5  893-SP %3K@+&3- D %3 %3-E3 3P;SISIT =  -3K@+&3- D 3A=   %3K@C43- I P 8AH   :9  5¬ ;  9  ¸°   ¬ I2 G  ¸ ° 5¼ ´ 5= ' ;(° : 9  5¬ ;  9  ¸  ¬  I2 G  ¸ ° ° 5¼ ´ 5= ! %" #`8 D 8 E    SISH @ N  P I 7 3A=  D   D 3- D  >?@+ 3A= ; ´  5 ¼    " ' (°  N :9 <;  9  = ¾ LG   5   5 ¼ 3A= @ %3K@ 33 H?P         ?>F@+ >= 5  N   5 È @ D --?EI D $I?U D %3  %3K@+243-?3A= E3 7 D LG   = ] Y>   ° %   L @ D        7 D $7Z@ 8L=  2- EHJI-3R3A= )UV @C >= 3A= 2 =   '  D  ?>F@+ >=  8L= - 3K D 43 D ! I>E3  N 3A=  @CK3 = D > D   @ N D @ &3N3 D  @ 1G = 3A=  Y>I &3-E3- I?P >$@ = D D N D 8L= $8 E= I   $8  D N @ D ISU >$@ 3A= E33A= 7 D D 5SISI7 @+ 3 &3 D G'3R;SI I  @D3A=E3R= 7 D @+ E3+I P  7  > ?@VUJP I E3 D 7 U I?P HSP V E 8 > @ 243 D @  D N 63+7 @ ON D 7 7  N  I 7 =  8L= AH$8O8 D 3K@+?PISI?U   $7 -   @ >&3- 7 5 Q @ @ >@ D +E3- 63A= 3A= E3R3A=  D ND @B3A= >?@ 7 8 ' 1  (  @ -  -3K@+&3- D H I13 @QE3+I P D I[8 3A= D S@4>$@ ¶ ' 8 G % $7 >$@ @-3/$7 7 I 3 7 8 I`8L=  7 $I?UM3A= 8A Q I6 D @+63A= 3A= E313A=  D 7$H @C  >  >6353A= 3A= I  D   > 8AISI?U D  3A= E3LU @ 63 3 D 7 D 8 SP @N$7XAH$8O8 D H @ D N D 2 63-E3 D  @  + @ D  E 4= = P H  PEISH D H AG  D 3 )PE @+&3T8  D 7 D N SISH @  >@   %3K@+&3- D = #7“  aŠ Š%‰BŠ N“ œ ‰!‰ $8 -S7 D ,3A= @CE3-  12 3A= D ²°  @ VU D N   @>ISI? ND @;3A= UF @   3;3  @ D 7 D SISH @ N  D ²°  N = !   $7 @ J= 7 D K> ISITI P LG$7U3A= 893-?P  I  I?UG   G 5  )PE @+&3; = §  ¨!© ÇH$>$> D - > D :'!MŠ  ' 3A= I P 3A= E3 --E   c‚  ‹c† LŠ  ›Š  (Š%‰‡ > Š  >Š % > Ÿ ›Š ]œ ™Š ‰!! 7“  aŠ  ½(>Š‘Ÿ  ›‰   8L= AH @ N  %3K@C43-%7$H D I 7 DP3A= I   &) 7 D  ' D - 893AH I E3 63 = T3 8A  >H @A> 63  @ D @ ON D 8L=  2-3A= E34H   )P  @+243=  8 D @CW3 3AGB D @,3A= D  = = @543 @ I P $' >$@ D N @CE D D @+WE3 D  = 43 D ! D 63 P ISH >   3P3 6!=VE ° 5 SIAGH3A= 6!=)E  63-D N   @ D SI 7K = 3A= 3 D N  A  7 E @CE3- ^  =  8O8OH @A@ D D 4= = N  @+P @ &3 D D ° 5 D 893?3-  @ 8 P3   3 )U&?  D $7 2 \> D M! 3 D I 3A8U3 K> 2VPE @+&31>&3- SISH @ N §  ¨!© ÇH$>$> D -S7 D @A@ D @+ 7 S8AISISU+8L= D  D 8   c‚   >Š‘Ÿ  ›‰Q“ ›‰!  †  Š  7Š  D•†   D A> > !=VE 7GR3A= ;SISI > +@ 3A= @  3A= E3TL 3%3-2  P D 7 D  5 $7   5 ½! !, D D > H  893-?P I?P ;SI I 8 --?EI D 7 D N @:G 8 Q3A= E3 63-  K> 3 8L=N GB3A= H ! D @I P @ G D P  D  3?,> = 893- ND > @ G$7NM E   3 --E 3-SI = @%8A @ ND @ ( D 3A= @-3 D > &3K@ D 4=   @-3 IS7 R>$@C / @ 3 3A= D D M535N>?@L@ 7H$8A ! = D @+E3- >  $7W>$@ P D D %  %3K@+&3 -2>SI @ ]); 7$H @+  3A= )P  @+243= D AH$8O8 > D 7 - D 3A= E3D3A= 7 @;>E @aI @+E3- U   @ D   8L=   ND ISI ;   D D D N TI +R3A= V3A= D @+3   5 ¯ > D R (  Q I6 @+E3-  D = 3P D Y D D @+3A= 7 8 ( IE3 D %  %3K@C43 D   = † <“ ›‰T’   D D @ %3K@+&3 I2 3A= E3, E %  - 7 D 8 8= ' 4  +S7 D  L7$7 \9$7U63-AH E@ D H 3- 7 @ %  ¯  < 3A= @ @   3  D 7 D    3 9 I = E ]  A 3A= 8 @A@ D 9 I2     3A=   >2 7  7 ! 63A= @ @ 3 7 D  3A=  ( 8 @A@ D ¥  D =  E  D D K> 7 A  %3K@+&3 D  ' =  $I?UM>- D F  D V  @-3 D N 7 --E 8 3A=  3A= %>$@ 8 D -+E 3 $ISU+>-  @W   7L3  7 D  = 4= B@ AH8O8 - @ D I SP 8 !; = @4>+ D   4=)H &) = 8 SP ° ¾   G @ D % I E G 7L3.@ N   + @+63A= D @+3- &3,   8O8OH$@+= D 4=)H  N = 7 ]);CG @ 8A  ° %3-AG  Q I6 D N @D3A= P3- E3 8 °  ¾  >$@ @C63A= D $8OH @A@ D X =)H    &) =  H  %' 7 D K3A= = IE3%3 @ 3A=>63- E3 ' Q I6 D N @-3- LH 63- EI 9 I 7H @+ `8 @ AH 3- EI D  D 7 D 9 I " 4= %3K@+&3 D >- G1$7 G@ N = D @  = 8O8OH @+K= D 3A=  I !; D 43Q @  D ¾   D  N Q7  A 3 @J8A 3- -  D ]);CG $8OH @A@ D % @+63A= D @+63A= D -MISI @  +( @+63A= D 3* D 7 D Q I D N I2E3%3 8 7G 3A= H -E3-2  U   N @ N D +  ->ISI @ ]);; D 4= = D  Q I6 Q I6 D N 7H @+  3 --E E " SI25 `N       K D D  N %' :9 I2 D 9 I 7 7 D   3 ] SIB!3A=>@ 7 D 3 K$7  A H $8L=  9 I2  D ]);M @ N D      $7  D N 3* 3AH$@+ , @C6H I    3Q D N I' @ +-E   ]); D  7 D --E @+3A= D  % ]¯  D Q I6 %3-:GISI  7ZE 3 @+3A= D $7 2   3   K> D N @-3 2  +-E +-E Q I6 D N @C6H I      D   3 7   3AH$@+ M --E   7 D  N = 3A= H -E3- U  N =   À G   $7!     --E 3 D  5 ¾  9 I M< % D N Q I6 D  @C63A= %!; =  N :9  5 ; 5 ° : 9 R; 5 GR3A=   5  $7      --E 3 D  9 I  Q I @+63A= ]);CGR$7    5 ¼ ´ °  5 ¾  = ,I G  5  $7 L3A=      --E 3 D D N D  5¥ 9 I2 ] D N Q I6 D @+3A= ]); =  D 7 '&) D @+6H2 I     K --E  D $I?UK 43?3 D  D 7   K< ¯  D @ ] I P I      @ @;3A=  E3 M@ 7  D E3 AH 63- EI  D  V< @C63A= !; Q I6  5¥ D @3A= U63- LH$8O8 ¯  D @YI % @+3A= 9 I = D 7 - D @  I N = 8 ?P 3A= 8 4=)H  5¼   5 ¼ ´ ° -3-AG  @A@ D K> D ´ ° ¾  LG $7 2   3  K = N   D +( 3A= H -E3-2 U  N 7 D D P I  !->ISI @?3A= F3- I N = 8 =)H ?P  ,3A=  8 5¼  @A@ D ´°  A>  " D 7   69 I  "  D N  D = 9 I K< 3 D %  @+63A= D D N I?U D  D D @ + D Q I6 "9 I2 43?3 --E = 8  D  3   D N -+E $I?UM ]); @ N D D N        K Q I6 $ISU D +-E 3  I G $7F3 @ N ' %3K@+&3   --E SI;V3A=  >@ N   À G   $7 L      --E 3 D  5  N :9  5 ; 5 ° :  9 R; 5 G3A=   5  $7      ]);CG,$7    5  5 ¼ ´ °  ¾  5 = I G  5  $7 3A= Q I6 @+63A= ]);  ] 7 '&) D @+H I  K +-E D N D D = +>ISI @?3A= F63-  I  G 7F63T@ N 3- D 7 D  @  N D  D 7 SI N 3A=a>$@  8 D - 1( 3A= H +E3- U'  N 4= H ?3A= @Q D AH63- EI ' D  %3K@+&3 D 2VPE @+&3,>&3- >$@ 7 8 @ + D 7 7H @+  @-3-   G D  I+8=   8L=  >633A= D %  Q I D N  Q I6 Z 2 ( 4= ( D ND D H ?3A= 7 3`E D ¯  N  I  ^7 I 3 H 7 D 9 I  %3K@+&3 ' ' @+63A= ;CG $7   7  = I 3 7 D 7 D 7 3 % 3A= D 63  3- D Q I D N 7 N D @+63A= @+63A= D  3- °  3 E  5 D 5 7  = ¾ H$8L=   > 3 5  D N >2FH $8L=  7G      " 7 D ; N 7 I 3 Q I6 % 8= Q I6 D N I'a@   ;  @+63A= D D  D 5 ; >2ZH$8L=   N D  D D  ; 8L= ' 3 >>] = ')' ' % 7H @+ W7 G] = M$7J] ' = < I 3-   G D 7 S@ P 893AI?UMHSP ~{ #  p ‚  ‹c† Š  ›Š  pŠ%‰D‡ > Š  >Š % †  >Ÿœ† >Ÿ •#Š †L>Š‘Ÿ  ›‰  3' U2V3A=   4= D >$@  D N ;CG --E  %= S8L=  LH 63- EI 7G13A= H  -E3-  U   N @  š ’ 8  ] = Ÿ aŠ  ' ] D N.N SISH$@   = 7 = D @C63A=  " = @ D = Q 7 D ' 9 I @ ' Q I6 4= = @ ¾  H 7G9 I D N Q I6 7  %3K@C43  + @+3A= D  "   ND D D  3    @+63A= D D N 6H &3-SIB63 H $7F9 I Q I6 D N ] P !2  +S7 AH$8O8 ¯ Q I6 D N --E +( ND D  %3K@+243 D 9 I2 ] = II ;   D ND @+63A= D ( 8 = = 8L= AH 3- EI 7G   9 I  ;CGBISI3A=  5 7G 3A=)H-E3-  U   N 9 I  D 9 I $7 P D %    "V D N  ;4H43-SI163@ ° 3  IE3 D  @ H &3-SID63`@ U =   5¥ D 3 P' D  † |“ ›‰T’  @CE3-  D = %3K@+&3 D  ISH @ D N N ('!Š  >  D 7 D 3 'È $8  D -+E @3A=  3W9 I ON ( D N --E E3 I I 3 D I 3 7 5    F7  ] @ 7    W3A=   @CE3-  D   > - 3A= @>E D >$@ 7“  aŠ  3A= E33A=  7 > D $7 L G =  8L=V? Q I D N D I @ 9 I2 3 7  3WE D 2VPE @+&3,>&3- `E   = P ON 3 a>- AH 3- EI 3A= 3 7 =S8L= D D 7      "  $7 ! > - I 3 ;CG ISI 3A= %   67 Q I D N @+3A= D  ;CG/=S8L= " ' 9 I2 3aE D @+63A= D 7 D  %   À G Z  7 I 3 7G463 I I?U_>- D @+E3-   $7 >$@ P D D 7$H @C 3A=   E  > D V3A=  IS7  >$@C @ 3 D D D  %3K@+243 M;63;M>?@L@ D 8L=XI P --E )PE @+&3+= I 3 @C63A= D  N   5 = ! %= S8L=  Q 3  ( @ ND Q I6 ¯ À !; @C63A=  3-SI 52  = 7$H @+2 5 7 7 I'T8L=  3A= E3Q3A=  D P      ' §  ¨!© Ç H >$> I2'%@ =   c‚ ]€ ‹c† Š  ›Š  QŠ%‰ ‡ > Š  >Š %  > Ÿ ›Š  œ ½(>Š‘Ÿ  ›‰    %3-AG/ISI   = = B‰!—mŠ “Nœ 7“†¡ :'      4= E8 >  I I = 3K@+6 @ $7^7 ( I 3 Q I63A= E3- G D  E D  D 7 D D E8 )> D ( @AP 3A= E353A=  ISH @  @ I P IR8 3A= SISH$@ 3  %3K@C43- ° 7 %3 >?@M 7  8=  - I 63- D N =  E3 N @ D 3A= @ 8 D  P  I @ N4N D  7 3 >$@ P D 3 7  -3K@+&3-AG$7 ; 243 3A= 6!=VE 3  D 'G  8  D 7 D 7 \8L= 3A= 8A &3;3 = > @+3M 3 @ = ' D 7 = I?U > @ 4= H   Z8A @C  7 S8AISI?U8= D 893-  D I ' I 893>3A= 2   ] % = %% = =  D È; = 9 3 N @W= P  9 3 N @J= P   = 63A= 3A=  3-E3 3  = > ?@;3A= 7 @ 8 $7 < SISH$@ N 8 63 &3 D I 9 I  @-3MYH  D  P' 2I E3-   3A= D D D N 8937\@ '$@+%3Y> @-3 8 ' I 3 D  %3K@+&3-M7 D 3 7 @Y7 -E3-2 D E3JI P 3 E D 2   ISH @ N D @-3E3WI P G7 7 3 A 8 63-TE8 )> I 3 7 H > D –Ç ?@68 D @-3 7F 2  :7 7 D @+DE3?ISII P D  ¯  D  -3K@+&3- D I >I2  > @-3- F3A= 7 D  @CE3-   D @+ 7  8AISI?UY8L= D G 63TI 7  3  !=VE 893AI -;%3-E3 D > 3 > D 3Y7$H @C U3A= 7 D 8  I 3 R8= $8A M ON 3A= @+ X$7 D D  %3K@+&3- @ D @ D 7$H$@+ U 63;AH 63-47 D = 3-  D 8 @, 7 D @+ D %3 @J7$H @C  D  +%3 D 3A= E3  ?>F@+ >= Y7 SP'S7 ' !;CG 63-P 893N$8 3 T3 :N SI $7 % @-3  7$H @C  F2   %3K@+&3- D 7 @ @+63A= D AGD$7 8L=U  I 3 8=  +  %3K@+&3-7H D D @-3R$767 > ?@5 SISH$@ N 7G 3A= 6!=VE Q I6 I8 D À I P ;SISI 7 = H S@ --E  @ 7F> 7 T/U 63-1 @ I P G = $7 D >?@N)P I 7 @ P' I E3 D 7 >S@>3A= 43 @ I P I  = %   D I  D 8 Y>I 3 D 7$H @C Q  2V= S8= SI2,7$H$@+ !N   %3K@C43- À JI = 8L=  2- &3 D ] ' >?@3A= @ 8 @  %3K@+243- D 3 )PEIS7  @+E3-   ; @ D %N 7H P I E3 D 8L=  2- D ' D > U6E 8 '563-&3 63-  @ D > 7 G  D  %3K@C43-3 )P I2S7XE8  @-3 I 3 D N 8=  -  5 @   N p‚ p‚u‚ B!H  + HISI?UG7 @ 8L= D  3 D 7 7 3A=E353A= A 8L= -         "   L 7  ; AH$8O8 4=  $7   8L= D  P I E3 D 5SISI1 > ?@ ,893- > 7 D @$7V&3 N R8=F K &3 + HISI?U D C= = @:G/ @  >?@5 I 8 AH$8O8 8 @ P  D D D @ I P Q PA= D 7   @B7!&3 MSI @LI?UG 8 >  %3K@+&3-T @ D P I E3-   8AH  D D 3 < &3 Ç w = H?P %3K@+&3- D ISI3A= %3K@+243-,E)U> ^N  I8 $7U 63-E3 D $8 aN E8 )> 3 SI  %3K@+243 D @+E3-   D = <  N          @ I P 7 D @W8 ND H != D V > D  -3K@+&3- D D N  $I?U D     @T$7K&3 &3 D 7     " %      > @ D 7 8 ISI?U 8L= 8 A=  5  5 °  @ ISI,I P I ND ÆÀ MÆ  Ä  P I  9Q I @ A= !; 47 8 $8 + ' %  A   6 D C63 M ? 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H8+L^   98 X8/JX  =9#A M ! 98_;>9AZ@ ]YQh*!gY  ! KN; fK +   !Y F)M8  R / L/ L  !Y 98 X >    .   +  8 D    , , / 1     /  CA >@GA=-;  > #A=!B GFZ;Q> !$  = Y   BTAC>998L@GA=!"#  ;8 F  98 #A" 98Q>F  98M9898QAC> <@  =  RQ>  ";>gY<@#gY 7 I j 8QAC> K + K - '98A F !R6! Fraction of total messages / PXD> + >" K   1.1 Actual load 1.0 Expected load 0.9 0.8 0.7 0.6 0.5 0.4 0.3 0.2 0.1 0.0 76400 76450 76500 76550 Nodes  @9X  =  ! Y G FZ;g@#gY\@GA=!"# K " + , 0 + 76650 #: 4; "C>  ;8 F  98 ( !DA Y8F  98 98 0  + R "5F)Q>2Yg=64RQ>gYBT>HA=0 @H8 A Y #A98' >" !YL98 @9X =!JX*7Q> AC BD   "&98D>HAPX"P8    @U8 !A YEF     9XD>gY + j 8 -7?APX !Y =A !> 98%G F ;g@#gY  @GA=! "#4A=!   @GA=M;X#gY X6!" j 8QAC> K + K +SA# 98  598 7?APX! Y   IMA R Q> #   #98  @9X  =*GFZ;g@#gY @GA=!"#<=A !+ " , 0  1  !  ;!  ,21 , 0/ /     !"#%$&#(')"*+-,/.0+1",32(+546#%$2%+7#%$ j 8QAC> K + K  %ACB9  =<=?@GA=!#AP=  4A=!O#AE#A=;!DA Y98  2YD>  F   ;>9AC7  7*=  kI .   ##>  F  !Y ;  > @ 4;  # ! 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S$TC(U '*),+JVLW?TXUJV j 8,(Y098,(;3?-/3ACBZ098A-/3>>(;35(;4e>H@H8[-/3.09824\0J(\ @G-:(;*]0G@ B^4CX=:0wUH0#AP=:(Q>>4E*]0G@ Y,(g@M(;*]0#>>4C=/-/9G(gY`;L(G(Q>iUH0#AGU ;L(G(Q>K3#I_3wU 05(;7 M3 @G4E* 7L( 7X2<- =:0 XA3?-/*,V< Y2-/35#0 >><- 7X,05g( YbYA4\0?4`3?0#>HX@M09XD>?(;3.09824\0M@GA+*23?-B350ACBX-/*Y2-?(g=/-/4e7=/( @GA+M 7 ;?A+*,(;*]0?3GN )M( ;>?(;3?(;*=05g( Y`0 D A Y2V- LQ( >?(;*]0 YA4\0?4b3?#0 >HX@M90 XD>?(;3X90 824\0R( \ @G-/(;*=90 =4Ic7 4E*24\?(;#3 APX>H@M(;3 D 82- =:( ;>9A R_<- Y2-/*2f< B^C4 X=:0R#0 AP=:Q( >84E* @M(E@d7e4E-/*=0?4E-B*2-/*,<14 YDI_*24E7 - @f*2(G0 D AC>9:g@h4E* Y)93 X;;?AC>?0?-/*,< @GA+M7 ;=:G( F i X,Q( >>-:(;3GN  =:90 8DAPX,P< 8j90 8,Q( >?(ke4 >?(k350?<- =<=35Q( REQ( >>C4 =%AC;L(;`* ;>9AC7=:(;7 3.-/*j90 8,(be4 >>(;4_@ D f( 7Lg( =/-:Q( RE(Y90 824\0J90 82-/3 >?(;35(;e4 >U@H8 D <- ==D;>9A RI<- Y2(C*,( D -/*23?-/P< 8=0?3 D 82<- @U8 D - =<==:(;C4 Yb#0 Af90 8,( Y2Q( REg( =4AC;A7K(;*]!0 ACBlM 7 AC>?(R#3 AC;82-B350?<- @G4\05g( Y #3 I_3505(;7 3Z4E* Y6C4 =:C< AC>>-:90 8A7 3GN )]( @GA+M7 ;Ae4 >>(m90 8,( ;LQ( >9BTAC>87 4E* @M2( ACB APX>ne4 ;;>9A+C4 @H8,(;3 D -:90 8Y#3 A+7K( AE90 8,Q( >!@GA+*=05(;M7 ;?AC>>e4 >HI-;L(GQ( >iUH#0 AGU ;L(GQ( >#3 II3?05(;7 3o-/* j e4 7=:(qpIN N j 8,( =4A AC: X;Y0?-/7 E( BOAC>oC4 ==A90 8,( 8Rr j 93 II3505(;7e3n-Bi3 =4AE<+e4 >8-:90 827 <- @C4E* Yb90 8,( -/*23?Q( >?0s0?-/7K(X-/3t4\0oM7 A+350 ;?AP=4IZ=4AE<+e4 >>-/90 827 <- @o-/*K90 82(C* X27 7LQ( >ACBu7eC4 @H82-/*2(;3tv)N AC>%APXD>e4 7A3?#0 >>C4 @M!0 8Rr j 7 AZY,g( =h4E3 D g( ==s4E3q#3 :I<- ;`C< >8e4 ;823G@u3?-B7 <- =/e4 >S70APXA* Y23Xe4 ;;=4I 7X,0X-B*c90 82( J* X27 7LQ( > ACB >?(;#3 APX>H@M(;3RwsN X3 M =4A+*,9BOAC>>7 4E* @M( BOAC>mC4 =<=L90 82(y#3 II3?05(;7 3GN ( Rze4 >9I)C< >>(;4\90 =4I BT>HA+7{#3 I_3505(;7|#0 Ac#3 I_3505(;71N $-:90 8 j 8,(Y#3 ;AC4 @M( >>( i X2<- >?(;7K(;*]0?3 BOAC>.7 4E-/*]0?4E-/*2-B*,<6350?4\05f v&7 C4 @U82-/*,(;3}-/*x90 8,(e*,(G0 D AC>H:g@!~ 8DAC>UYO@l€h4E35#0 >9IE@h4E* Y j e4 ;L(;35#0 >9I >?( i X24- >?(e- a =H@H8 ^ *235(Q>?0 Z;A4C@M(;L(Q>  ;A4\0?-B4C= j AC;0AP=?(;*,(;3?3 j -/7 ( j -/7K( ~L8DAC>HY  a =4AE?0?-/4C==4I a $-:098 $ F =4AE<vc  a =4AE9I   a =4AE?0?-/4C==4I j 4e;F(;3?0#>9I p X-@M(Q>9A I   a =4AE>4C@M0 8Xr j 7-A Y,(g= K - a =4AE<w c  a =4AE< w c  a =4AE>4e;8 p  a =4AE<w c -a =>-/39A+*MACB ;L(G(Q>iUH#0 AGU ;L(GQ( >o93 II3505(;7e3GNhv-/3098,(C* X277F(Q>iACBu7 4C@H8A-/*,(;3n-/* 098,(X3#I_3505(;7 D 8,(Q>>(;4E3w -/3o098,(}* X277L(Q>LACB >>(;#3 APXD>H@M(;3GN 7 4C@U82-/*,(f-/*6098,(J*,(G0 D AC>9: R-<@MQ( >9A I 0?e4 :E(;3q-:E0 A+*,(J3505Q( ;VBOX>?90 8,Q( > 7JI[>?g( YX@G-/*,< 90 8A-/23 >?( i X2-4>>(;7K(;*=0C0#A -a c8No~   >?( i X24- >?(;3- a $Zcn#3 ;AC4 @M(q4\0o(;C4 @H867 C4 @U82-/*,(EN ^ * @GA+M7 ;Ae4 >>-B#3 A+*O@_#3 :I<- ;bC< >8e4 ;82%3 >?( i X24- >?(X7 X@U8 7MAC>?(q#3 ;gC4 @M( D -:90 8bw >>(;#3 APXD>H@M(;3-/*b90 8,(q#3 I_3505(;7 3;@I(;C4 @U867 C4 @U82-/*,( >?( i X24- >?(;3- a =-&l, 7 >?(;#3 APX>H@M(K90 824\0}-:0 8A+350?3GN )( Y2-B93 @QX23?3 ;?A+3?3?<- 7=:( YA4- >?g( @M0?4- A+*23 BOAC>>?g( YX@M0?4- A+*)-/*)#3 ;gC4 @M( >?( i X24- >?(;7K(;*]0?3 D 82- =:S( >>(G0?4E-/*2-/*,>-/7 e4 >HI`Y2V- LQ( >?(;* @M(;_3 7L(G0 D (G(;* 90 8,( R\e4 >>4- APX23K#3 I_3505(;7 3Ye4 >?( 35(;*A3?-:0?4- R_-:k0 Ij#0 A #0 AC;?AP=4AEC< I 4E* Y j 82[ 93 XD;;0AC>>0 BOAC>93 ;A4\0?-/C4 ==4AZ@GC4 =/-:60 IEN C3G( F ;=/4E-/*,g( YK-/*b!~ 82e4 ;205Q( > @ 7?AE90 8Y~  $4E* Ye€h4E35#0 >9I j e4 ;F(;3?#0 >9I e4 >?( ;Ae4 >?0?-BC4 =<=4IK35(;*23?-/0?4- RE(m#0 Af#0 AC;?AP=4AEC< IEN j 8,(C#0 AC;?AP=4AE<+<- @GC4 =<=4IU 35(;*23>-:0?4- RES( @GA+*A35#0 >HX@M0?4- A+* ACBu90 8,(y~   A REQ( >H=Bg4 I *,(G0 D AC>9: H3 XD;;?AC>?0?3 ;>HAgF,-/7 -:60 I>9APX20?-/*,<,@ 7X,0-:0 8A4E3t90 8,( Y2-/3?C4 YDR\4E*]0?4\87 ;0AC;X=/4\0?4- A+* ACBF90 8,E( @GA AC>HY2-/*24\05(Z93 ;AC4 @M(E@]4E* YK-/0t-/3sD* AE0 @GA+M 7 ;=:(G05g( =4IJ35g( =4BUk@GA+D* h2P< XD>>-B*,<,N %AE90 8e€h4E35#0 >HIJ4E* Y j e4 ;L(;35#0 >9I (GFD@Q=9A RI- Y,(Y90 82( ;>9A F_-/7e-:k0 I *2(;-:P< 8 7?AC> 35g( =/g( @M0?4- A+* -/* C4 =<=o90 8,(693 II3505(;7e-3 Y,Q( REg( =4AC;Lg( Y #3 A B^e4 >;@ C4 =:90 8DAPX2P< 8c90 82Q( Ic#0 A A D (;-:P< 8 ;>9AEC< >?(;3?3q-/*c90 8,( <- Y2(;*=0?4- hAQ( >X#3 ;gC4 @M(J4\<+4E-B*2350q90 8,_ ( 7L(;*,Q( h20?3R-/* =/4\05(;* @GIAC> ;8JII3><- @GC4 =?Y2-/350?4E* @M(EN j 8,(;35(q#3 I_3505(;7 L3 @G4E* @U8DAJA+3?(q90 8,( 7F(;3?0o*2(;-:P< 8 7?AC>4E!3 ;LQ( >90 8,( ;>9A F_-/7e-:k0 Ie7 (G#0 >><- @ 4- Bs90 8,(J(;*]0?4- >?(fv =B4\05(;* @GI ;>9AgF,-/7 -:60 I 7 4\#0 >>4- F*BTAC>qC4 =<= 90 8,(fv7 C4 @H82-B*,(;3C-B3X4 Rz4E- =/e4 7=:( aOAC>]7JI*XA3?-/*,< #3 A+7K(C( \ @G-:(;*]i0 8,g( X>>-/350?<- @G3s-B*K90 8,(Ce4 7g35(;* @ME( ACBO90 8A-/3t7 4\#0 >>4- Fc8N ^ 0-/3 XA* @Q=:(;e4 > D 8,(G90 8,Q( >90 8A-/3t-/390 8,2( 7L(;350 e4 ;;>HA+C4 @H86#0 A AC;20?-/7 -:9G( ;>HAgF,-/7 -:60 I AC>m<- Bd-:L0 @G4E* * 7F(q(;4E3><- =4IYe4 ;;=/-:g( Yk#0 A-AE90 82Q( >m#3 I_3505(;7 3GN 0 ACBEAPXD>M:I* A D =:g( Y28e4 ;823Je4 >?(k90 8,( h>>35_0 Y24\0?4x35#0 >HX@M90 XD>?(k90 824\0K7 4E-/*]0?4E-/* j Ax90 8,( 7F(;3? #3 ;A4\0?-BC4 = =>C4 =<=>-/H3 8,g( Y i X,Q( >9I =/4E*,P< X24\HA R_<- Y,g( Y 7JI ,(;7K(  D@H8  ,:,        ,    ,       , ,   ,    ,:,  8Rr j 37 I 39XD;;0AC>>0?-/*,< @GA+7M;=/(GF 35(;4e>H@H82(;3f3HX@H8 4E3>>4E*,8-:(;3}4E*Y *,(;4e>J7 4\09@H82(;3J0#A`4*:E(QIEN  :_-4;7C(G0e-/3Y4E*DAE098,(Q>k3#II3?05(;7 D 82-<@H8 ;A4e>?0?-/4C=<=?0?3e3#;g4\0?-/4C=E=4AZ@G4C=/-:06IE@09824\0 D 4E3 Y,(QRE(g=4AC;L(gY -/*Y2(Q;F(;*Y,(;*=09=HRE(QI &(' ,6: <  p  NX 3098,(;>>-/7 4e>9Ie9A R_->4\05(A+* BOX==VU  g( Y,lUH0#AGU ;F(G(Q>t39II3505(;7e3 D (Q>?(-/*]0#>9AZYX@M(gYA+*=4I}4 B ( D IE(;4e>>3t4\?(*DA D A+*2(%ACB 098,(yM7 A+3?L0 ;0AC;X=/e4 >%^ *]05Q( >>*,(G0Ze4 ;;=/<- @G4\0?-4A+*23n4E*Y[824 RE(7L(g@GA+7K(y4K7 4 #AC>Z3#APXD>H@M(]ACB ^ *]05(Q>>*,(G00#>84G\ @\N t4e>>4- APXA3 Y,(;3?-:<+*A]3 82g4 RE( 7F(G(;* ;>9AC;?A+35g( Yx#0 A -/M7 ;=:(;7K(;*]0RH3 X@H8 93 II3505(;7e3]7X,0y4 =?(;7 4E-B*23R0#A 7L( YDA+*,(EN )(.(;* Yk90 82-/3o90 8,(;3>-/3 D -:90 814 =/-/35%0 ACB AC;F(;* ;>9AC7=:(;7e3n4E* Y6D* AE05(y90 824\0C-:07KQ( >?g( =4Ik7K(;4E*]0Z#0 A 7L(q<- =<=>4\0?4- RE(E@,D* AE0G( FD82C4 X2350?4- RE(EN )(}C4 =/#3 A D* AE05(q90 8A4\0 D ]( BOAZ@QX2L3 A+*6-/3>93 X,(;!3 Y24- >?g( @M90 =?g( =/4\05g( Y6#0 A 90 8,( >?(;93 X=:0?3-/* 90 82-/3 YA-/3?35Q( >?0?4\0?<- A+* 90 82-B3t-/3* AE0-/*]05(;* Y,g( Ye#0 A.-/M 7 ;=4If-B* 4E* I D g4 Ie90 824\0 >?g( =B4\05g( Ye#0 AC;A- @G393 X@U8 4E3m3?g( @QXD>>-:60 IE@24ED* A+* I_7 -:60 IE@g4E* Y >>Q( ;=/<- @G4K7 4E*A4\?(}4EJ* I =/(;3?3Z3?-:<+*A4- h@G4E*]0GN         , + #46, ",+ # ^ *)098,(e3#;L(g@M0#>HXA7 ACB!@GA+*]05(;7M;?AC>>4e>9I ;L(G(Q>iUH0#AGU ;L(G(Q>.39II3505(;7e3G@08Rr j 3}4e>?( 4\0A+*,( (;*Y D 8,(Q>?(K098,(QI 7 -/*A-/7 -:9G(J09,8 (k350?4\05(f>?( i XA-4>?(;7K(;*]0}4\0f(;4C@H8[*DAZY,(E@d4E*Y 3#:_-4; 84e;823}4e>>(Y4\0f098,( AE098,(Q>f(;*Y D -:098 39XD;;0AC>> 0BTACo> 3#A; 4\0?-B4C==4AZG@ 4C=/-:06IEN~o4E* D ( Y,(;3?-:<+*Y4.3#I_3505(;709824\0%;>9A RI->0BTAC>o3#;A4\0?-B4C==4AZ@G4C=VU -:06I 4E*Y 2X *2-4BOAC>> 7 =4+A 4CYVA7 4C/= 4E*G@ -/*2< D -:098AP,X 0C(GFDM@ (;3?3?-> 4\3?-47:= (!2Y -4>> (gM@ 0?-4+A *23s0#}A 39AP=4ER (Z0928 -/3;>9AC7:= (;7 ACOB 7 4E-B*=0?4E-/*A-/*,< =4A G@ 4CB= -:0kI7,X 0 ?> (gYXG@ -/*,> 7 4\0?-<+A *14\0Z(;4C@Hc8 *DA 2Y (EN ,* ( D 4gIk0#AM>?(gYX@M(q0982(y350?4\05(}-/3n0#A-7XA-<=>4e;8[7JIT. 1 : 0 ' ' 0@3 5 , @3 &.%ACB >?(;3#APX>H@M(;3Z4E*Y YA-/350#>>-47X,0?-/*,;N AC> (GF,4E7M;=:(E@n-4BZ098,([>>4E*2Z7e4C@H82-/*2(E@_4E*Y1#3 A_A+*ON j 8,]( =/-/* :I3#0 AK*,(;-:P< 8J70AC>83n4\20 =2=:Q( REg( =/3*,(Gg( YkD* AEL0 7L(R7 4E-/*]0?4E-/*,(gY 4E3.098,(QI D -<=<= ;?A+-/*]0y#0 A`90 8,(Y3>4E7K(Y7 C4 @U82-/*,(b4E3}90 82( A+*,( A+* D 8A<- @H8 90 8,( >?(;93 APXD>H@M(Y-/0?35g( =4B-/3}3?#0 AC>?g( YON  8,(;*k4 ;ge4 >?0?<- @QX=/e4 >o7 C4 @U82-/*,(RU=4A+C4 Y,g( Y D -/90 8e#0 A A 7 4EJ* I >?(;#3 APX>H@M(;3o-/*k-:0?3oC4 =<=4AZ@G4\05g( Y >84E*,nG( FD@M(;3?i3 =>3GN  ;=/-/050?-/*,< >>4E*,n7eC4 @H82-/*2(;3s90 824\0e4 >?S( @Q=4A+35( !#" ! %$'& ( e)(+*    ,-,    0#AE D -/098*>?(;39;F(g@M0X0#Ak*,(G0 D AC>9:=?(gYX@M(.098,(A RE(Q>H8,(;4CY ACB3H82-4B 0?-/*,<->?(;39APXD>H@M(;3 AC> 098,(;4- >CC4 YYD>?(;3?3Z(;*=0?4E-<=/(gY[7JIb0982-/3m7K(G098DAZYO@24E*Y @G4E* (QRE(;*8,(g=<;6-/*17MAC>?(y(\ @G-:(;*=0C*,(G0 D AC>9:Uk=4A @G4C=B-:0kI >9APX,0?-B*,<,]N ^ 0 D APX=?(;350?-B*,>098,(Q> Y2(QRE(g=4AC;L(gYO@?;0AE05(;*]0?-/4C=<=?(G(.D* AZY,(y3#;=/-:0?3 0#Ae7e4E-/*=0?4E-B*[=4A+4CY[7A4C=/4E*@M(EN  ,  j ,8 (Z(;4e>H=/-/(Q>n4e;;>9A+4C@H8b7 4E-/*]0?4E-/*23098,(E7A4E3>-<@m3#:_-4; 84e;8 350#>HX@M09XD>?(k4E*Y 0#>8-:(;3f0#Ax7e-/*2-/7 -/9G( 3#;A4C@M([X23?4\_;>9A+39;F(g@M0?-HA+4C@H8 D APX=?(G0?4E-/*e098,(m350#>UX@M09XD>?(2ACBu4 8Xr j BTAC>%=4A+4CY-A7 4CB= 4E*G@ -/*,<,@=4E*Y 098,(;*Y4CYY-=4AZ@G4C=/-:06If0#A.0982-/3GN )(R3?4 D A+*,( 05(g@H8A*2- i X,(X23?(gY*BOAC>X4E*A3 D (Q>8-/*,9Ag,F -/7 4\05(>> 4E*,> -:(;3C-/*`~!A8 4e2; 05(Q>  7 I  XD2; 0?4 &' ,G: <  K  @ D 82-@H8 >?(Q;=B4C@M(gY @GA+*23?-/3?05(;*=02824E3H28 -/*,<,@_0kI A; - i 2X (Q>> -:(;3 j 82-B3C7K(G098A YV@GA+7M;>9A+7e-/35(;3 +A *V70EA 098 =4+A 4CYVA7 4CB= 4E*G@ -/*, (;350?-/*2> (y-/3o4M28 4E398 B 2X *M@ 0?-4+A *b0928 4\0E@GAPX=9ACL; (Q?> 0?-:(;3GN  ! M   & +(ej      (  4*+7 +1 , $2%,32(+ 8Rr j M3 A+*=4I 93 XD;;?AC>?0f(GF_4C@M0Y7 4\09@H8,(;3e0#A 4 :E(QI[0#A\=4AZ@G4\05( >?(;3#APXD>U@M(;3GN )(*Y2-/39@QXA3?35(gY[3#A+7K(1(GFU 05(;*23?->3Z4E*Y=4A @G4C=B-:0kIU 35(;*23?-/0?-4RE(824E3982-B*,9A RE(.35(;4e>H@H82(;3 -/*-8Xr j 3f-/* _(g@M0?-4A+* N  N NxrSA D (QRE(Q>;@t90 8,(;35(k-/M7 ;>9A RE(;7K(;*]0?3fe4 >?( A+* =?<+-/*2C4 =4E* Y * AE0 REQ( >9I (L(g@M0?-4RE(BOAC>E@GA+7M;=/(GF i X,(Q>>-:(;3;N  :_-4;k>4e;8A3L>?(Q;>?(;3?(;*=0Z4E*6-BM 7 ;?AC>?0?4E*=0Z3?05Q( ; -/*1-/M7 ;>9A R_-/*,H@U8*@Ge4 ;Ae4 7g<- =/-:0?-:(;%3 ACBs_4 ;L(GQ( >iU 0#AGU ;L(G(Q>.3#I_3505(;71N -:90 8j93 XD;;?AC>?0 BOAC>.#3 ;A4\0?-BC4 = =4A @GC4 =B-:k0 IE@d#3 :I<- ;)C< >>e4 ;823 @G4E*j93 XD;;?AC>?0 >>4E*2>-:(;3G@ *,(;4e>J7 4\90 @H82(;3}#0 Ax4 :EQ( IE@s4E* Yje4 ;;>9A F_-/7e4\05( i X,Q( >>-:(;3GN1Sr A D Q( REQ( >;@t4 >8<- @H8 i X,Q( >HI =B4E*,P< X24\i@GA+7 7A-B*24\0?4- A+*234E* Y-@GAC>9>?g( =B4\0?4- A+*23 7L(G0 D (G(;* Y24\0?4}-:05(;7e3GN AC>G( F,4EM 7 ;=/(E@]-:0t-/3 ;0A+3>3?4- 7=:( 0#A_hA* YbC4 =<=g90 8,( ;A4E-/*]0?-/*,<+3 7 IY€<- @G4E3?#3 AJ-/*b4J#3 :I<- ;YC< >>e4 ;8OJ@ 7X,0n-/0 D APX=83-/*J90 8,(;7 4E3t90 824\0n-/D* BOAC>>7 4\0?4- A+*K7eg4 I D* AE0 7L2( @GA+*]0?4E-/*,g( YY-/*K90 8,(m*A4E7K2( ACBL90 8,( ;A4E-/*]0?-/*,<,N~o4E* D (X-/7 ;>9A RE(C90 8,( i X,Q( >HI-=/4E*,P< X24\>-/*,?S( @GA+-7 ;=:G( F i X,Q( >>-:(;3-/* 4 ;L(GQ( >iUH#0 AGU ;L(GQ( >m#3 I_3505(;7  M  ,  , ,    4/+7$0 + ,    )(Z<+4 RE(C4 >?(Q;A4E-<>t7K(g@H824E*A-/3?7 BOAC>t3#:I-<;K>4e;823s-/* I(g@M0?->3?0@G4E35(E@=0?4e:E(;30?-/7K( i X24CYD>>4\0?-<@f-/*c098,(K*JXA77L(Q> ACBD* AZY,(;3 ACBt098,(K3#:_-4;`>4e;8ON j 8A-/3E=:(;4CYA3C0#A10982(BOAP=<=4A D -/*,< i X,(;3?0?-4A+* ^ 3.-:0 ;?A+3?3?4- 7=/(K#0 AVY,Q( REg( =?(b(\ @G-:(;*]0>?(Q;g4E-4>.7K(g@U824E*2-/3>7 BOAC>f4`3#:_-4; >4e;8  RE(;*[7MAC>?( -/*]05Q( >?(;350?-/*2< D APX=HXD;205(gY139:I-4;184e;8 BO>9A+7 4E* I1e4 >97g-:#0 >>e4 >9Ie3?0?e4 >?0?-/*,< @GA+D* hAP< XD>>4\0?4- A+*14E* Y >>(;35#0 AC>?(}-:0o( \ @G-/(;*=90 =4Ib#0 Ae-:0?3LY2(QB (g@M09=:(;3>3Z350?4\05(EN  >0?-/*,f< ;0A+-B*=0 D <- =<= 7L(.#0 A X23?(.90 8,(K7KQ( >>?0R05g( @H82*A- i X2(;S3 BOAC>];Ae4 >>C4 ==:g( = ;?A+-/*]05Q( >R7 C4 @H82-B*,(;3 <+4- RE(;* 7 I A AZYD>><- @U8 &(' ,G: < K p N j 8,(R7K(G90 8DAZY2!3 Y,(;93 @G>><- 7Fg( YY90 8,Q( >?(;-B* @G4E*2* AE20 Y24- >?g( @M90 =4IM7L( X,0?<- =/-/9Gg( Y BOAC> APXD>S;XD>9;?A+35(;3Z4E3m90 8,Q( I[;>?(;H3 X27K(y90 8,(}G( F_-/3?05(;* @M( ACBt#3 A+7 ( @GA+7 M 7 A+*`35#0 AC>>4\9AZ@M(;3?35(;3G@ D 82<- @U8 -/3Ce4 7A35(;*]0X-B*190 8,(.7 (;3?3?4\-/*,9A+*27 (;*=20 ACBt4 ;L(GQ( >iUH#0 AGU ;L(GQ( > #3 I_3505(;71N  >?g( =/4\05g( Y$-/*]05Q( >?(;350?-/*2< i X,(;350?4- A+*-/3 ~o4E* D ( Y,(;3?-/<+*4 *,( D #3 II3?05(;7 D 82<- @H8 824E3b90 8,( 7L(;*,Q( h20? 3 ACB8Xr j 3K4E* Y[#3 :_4- ;[C< >>e4 ;8A3G@4E* Y 93 X;;?AC>?0?3 i X2<- @H:EQ( > 4E* Y AC> @U8,(;e4 ;LQ( >M>?g( @GA REQ( >8-:(;M3 BO>9A+7 B^4E<- =?(;3            # #  #(2% 46, ' + $  " .0+ #7.%+7 ,  $ +/ #(   *,(SACBO098,( BOX2*Y24E7K(;*]0?4C=@H8A4C=<=:(;*,lUH0#AGU ;F(G(Q>o3#I_3505(;7 30#A YA4gIY-B3t0#A7X2-<=H=/4gIY*,(G0wU D AC>9:}90 824\0t-B3d3?(;*23?-:0?-4RE(n0#Aq0#AC;?AP=4AE=/4\05(;*@GIEN ^ *J4CYY2-:0?-4A+*f0#A ;A4\098M=4AZ@G4C=/-:06IE@+0#AC;?AP=4AE<+-<@G4C=<=-:0?4- RE_( >9APX,0?-/*2< D APX=9RE(-@GA+*]05(;*=0BT>9A+7 >>(Q;=/-<@G4E3]=4AZ@G4\05(gY\@Q=4A+3?(;350y-/* ;8JII3><- @GC4 =]Y2-/350?4E* @M(EN ^ * C4 =<=R90 8,( A REQ( >H=/4 I *,(G0 D AC>9:_3G@q 4 ;A4\90 8+@GA+*23?-B350?3[ACBJ4@M(Q>?0?4E-/* * X277F(Q>[ACB e4 ;;=B<- @G4\0?4- A+* Uk=:Q( REg( =H@ID* AEL0 ^ 9€ Uk=/Q( REg( = 8DAC;A3GN ^ [ * @QXD>9>?(;*]0#3 II3?05(;7 3G@ =/-:0590 =/(C( ?AC>?0Z-/3n0?e4 :E(;*6#0 A 3?(G(q90 824\090 8,( e4 ;;=B<- @G4\0?4- A+* =:Q( REg( = 8DAC;A3oe4 >?( @GA+*2C< >HX,(;*]0#0 AK90 8,]( ^ € Uk=:Q( REg( = 8DAC;A3;N C3oG( FZ;=/4E-/*2g( YY(;e4 >U=/-:Q( >;@_€h4E35#0 >9I  @ j e4 ;F(;3?#0 >9I p @n4E* Y ~   p ;Ae4 >?0?-BC4 =<=4I 93 X;;?AC>?0J#0 AC;0AP=HAPX,0?-/*,<,N ^ * AE90 8,Q( > #3 I_3505(;7 3G@u4 =4A AC:ZXD;BO>9A+7 4kD* AZY,(J-/* C4 =/( @GAPX=9APX,P< 8x#3 A+7 _( YA-/350?4E*]0XD* AZY,(J-/* ^ * Y2-/4 7LQ( BTAC>>(y-:L0 >?(;C4 @H82(;3Z90 8,( Y2(;350?-/*24\0?4- A+*1* A Y,(y-B*1rCe4 >9R\e4 >HYON EAPX,0?-/*,oM 7 AC7A<- =:(C*,(G0 D AC>9:_390 8A4\0-/* @GAC>H;0AC>84\05(m>e4 ;8A<- @SYA-/350?4E* @M(;%3 @G4E* 7L(X35(G(;* -/3y93 II3505(;7e3 =/<- :E(KC< >><- Y\=4AZ@G4\0?4- A+*j35Q( >9R_<- @M( 4E* Y C< >?(Gg( YI ;FQ( >8-/7K(G05Q( >}350?4\05g( =/(;3?3 >HAPX,0?-/*,< p N1rX<- =VU YD>HXA7 &'>,6: < p 4E* Y ye4 >? &('>,G: < p  ;>?(;3?(;*=0}93 A+7K(e7K(G90 8DAZY23q#0 Ac#3 AP=4RE( 90 8,( *2(;e4 >?(;350}*,(;-/P< 8 7?AC> ;>9AC7=:(;7-/* >?(;3?#0 >><- @M05g( Y A REQ( >H=/4 I *,(G0 D AC>9:_3GNZ~o4E*690 8,(;3?(y05g( @H82*A- i X2(;23 7L(}93 X2-/0?e4 7=4IYe4 ;;=/-:g( Yk#0 Ae-B* @GAC>iU ;?AC>>4\052( B X=<=VU g( Y,9:-=4AZ@GC4 =/-:60 If-B_ * ;F(GQ( >lUH#0 AGU ;F(GQ( >n#3 I_3505(;7 3 [^ 3-:0t93 X]\ @G-/(;*=0t#0 AX2352( ;>HAgF,-/7 -:60 I *    ,               ,     >9APX,0?-B*,?(;3?0X*,(;-/C3?(;4e>H@H8,(;3X0#A14C@H8A-:(QRE(J098,(7L(;*,(Qh20?3SACB 3 : B )+,G:>HAPX,0?-/*,9:[=4AZG@ 4C/= -:06/I  A 4C@He 8 -/3h0#yA >4C=B-:9G(!APXD>t4e7A350#>>4C@M07MA Y2(g=ZACBg4)8Rr j 0#A}7X=:0?-4;=:(%Y2-/7K(;*A3?-4A+*23GN * *,( * *2(o4e;;>9+ AC2B 09,8 (%2Y -/7K(;*A3?-4+A *23 @GAPX= (Q;?> (;35(;*]0l09,8 (o4C@M09X24C=a@C;8JI_3?-<@G4C= = > (Q;?> (;35(;*]0?3h09,8 (!E: (QII 39A; 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BW ACB' 7 X& & (= ' Z0J5 .p&t'q  @ 'K'K& &p5p. @ ,6' 0 BG@ ,G:P Z]BG'K& 5OR . 7 Bt1 & BGt@ &G@ L>;A&+4\& >- Y,T WH@H8 N 5 B 0J@ 9B 1 5  0 @  L~ 8D>>-/350?-B*,( >>Q( IE@y€ N c NSr X O3590 X,0505Q( > @R4E* Y 8X4 RE( $<- =/#3 A+*ON m( D 3 )Q( 7 _-:05(;3 L~ =4AE>7 4\90 8 ^ *]05Q( >>*,(G0 u%>?(;e4 :ZYDA D _* 82-:P< 8=/-/P< 8=0?3 D (;e4 :_*,(;3?3 ACBA7Kg( Y2- X27 D* AE0 >?(;C4 YDIq#0 A @GA+M7 ;L(G05( D -:90 8 >>C4 Y24- A,@ j .N a _Q( ;20GN @ c8N j 8,[(  A+3 C*28XAC4 -/=<7 =:g( =3R8Re4 <-7A@Me4 0?>94- A+> *2A,@Ae4 >9%~ I A+X2* 3?>>-BC4 *,YD< A Z:I4-e4 ;x>>0   *,-/35(G0?9E3G@,N 4E * Y& X4 &(RI' -/tQ( ,G> : 6(;3?3?(GP< Z]X,'KQ( & >;N   j & AC;]t&GU@8 A p D * a O8X] (;c 3?-:O<+] * ACB@ K z4e 7 BG5 0 9B 1 5 0 @  cg4 I   N 4E* YRg4 R_-:Q( > (;3?35(GP< X2Q( >;N  C*A4- h2g( Y S;;>9A+C4 @U8 #0 A %~ A+* @QXD>H>?(;*=0b4E* Y K z€hc A+4e4 >>i4CXA==:-/(g7 =% R=:>e4 -:09>98A> Aj ;g@ e4 'K> & 4E5p-/@#3 A,,6@g' 0 !~ BG@8A,G<- =:: (E/@9EBG@7A  RE32& (;5 7 A+& *m@ 7LtQ( uo& > 4CB=/ 4E*' 7 @M& (gN Y e7;8X0 4\:&+0?, 4 @ I90#>UB X@M109XDZ]>?'K(;& 3G5 NL ^ B *m0 L &('5wH B tT &+ & CGn0Jn@3  . ƒ @ B;g4\' Re4 >U@G-/4 U AP=B-/*24_N X€€   € (GQ( >lUH#0 AGU K €€d(G>>4EQ( > 3?4E *2AJ*AAC4 :ZRXD; 4E*,I(;Q( 3>>94ER_*O<- @M@  f k@ @ Z k ,G:Bw BG@ 0_@ 4E' * 9BG>>@4E *& (5 @G& -/A93@ RE@GpA,Q( & >@FB~ S .>9' 7A7 C@ &Q-/ #0 >> 6e4 }>9I @  j AC9e4 ;?>HB AP@U=48 AE1 C< Z]IE'KN & 5 ^ *N , @L Cm5wB 9tB&+&zCGzZ0J@3 .@!0 Bt ,6' ' 0 7 B6&@ .   8 B & @ 0 &(' HF' 0 N & . & TVBGW@C N =  g ƒ K qJ* X,05g( ==/4_N !"$"=%n'W),)=9&4,@#" 2$2,^3-J*,9$; - b&;FK N 4 ;>9AE#0 AZ@GAP=a@ s(Q>>3>4- A+* N K N KCK !#q"$J* "&X,%(05g(')$==/)+_ *,*$* -W2/K &*M/Fo 3-0b&;8K6)+{ &< ,2,;+%&o#)=914$@" ,2$2$^ %o#;=";Cb+;2 G -q-5%C{$> N < A+*[4`€he4 >>C4 =<=:g( =n€ A+-/*=05Q( > cC4 @H8A-/*,( K p c-:<- 90 @U8 824\Sg( ;= ;j =B<- N @G4\0?AJ4- A+AZ*2YD3>><-#0 @UA 8j_4E(G* 0 Y F L;N >>m4(;3?e3?A 4- A+]* A+3>R\e4 C4 >>=<4 X2#4\Xu0?N 4- A+*OAC3N >>w 0?-/*,Z * O]  @ B 5p@ ,G: B ' 7 &f hg @ K a c Dce4 >H@U8   N K  AJAEP< =:(EN !"$"=%n'W),)+*$*,*n-:9;$;=9#2 -0b+;FK N   ,   ,  -, ,   -, ,       -, , ,  -, , ,, *         -, ,              -, ,    ,  ,   ,      -, ,  ,  ,  , ,   ,        ,        -, ,       ,                      ,   ,   , , K  S782-B93 8,Q( : XD;A0?4_@"8X->4 4C=a@=4E*Y X7M> = S77A4CY2-aN6S;;>9A F_-/7e4\05( C4E*,>-/(;3 ^ *K€d(G(Q>iUH0#AGU €d(G(Q>  I_3505(;D 7 3GN^ *UL 5wB p&+& CG0@3 . 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B Xe' 7 & & j' = Z N 0J5 5 & .p'Y  B @ 'K'K&p& . 5p@ 0@,6' 0 9BG@B ,6:‚1 PZ]'KBG& 55OR . 7Bt0 1X& @ B6p&M@ @ L>;g&+4\& >W<- LY2H@UAC8 B X<- @U8DAP=/4E3 c (N }N rCe4 >9REQ( IE@ c<- @H824\g( = uXN c A+*,(;3;@ I05Q( B^4E* _e4 >9A+- XO@ ce4 >9RI-B* j 8,(;-/7KQ( > @l4E* Y  =:g( @  AP=B7 4E*ON  :_4- ;7C(G0  Z@GC4 =/e4 7=/( REQ( >U=/g4 I m(G0 D AC>H: D -/90 8f€ >>C4 @M0?<- @GC4 =# A @GC4 =/-/k0 I.€ >9AC;LQ( >?0?-:(;3GDN ^ * L T? 5wB t &+& CG0J@@ 3 ;g. 4\BH@ @U8 @ 'K& 5p@ &N '  & 7;@B : Bl3 0 &.O, @C  H .p'K&i-.  I+ƒ ?] }4- >>3505(;* rX<- =HX271@ c AP8A* 8.N XD7A-/4\#0 A D <- @M9E@ _4\0?-/93 8 C4eA,@d4E* Y u(;* fN ?82e4 A,N 8R-/35#0 >84- 7X,05g( Y 7 g( @M.0  AZ@G4\0?4- A+*k-/*Y4 8 I_*24E7 <- @ m(G0 D AC>9:FN ^ x * L 5iB t&t& CG0J@3 . B ' 7 & = B Z 5 'K&+& @ ' 7 f hg  H N .  Z Y L , 6 ,  : :  & q : W f : ' . , f 'K& (' Z &p. T LBf‚f @ ;A4\%^ * YIJ:F@ C4 (GQ( R AE0 D 4E*2-H@_€ >>e4 782e4 :\e4 > m4\P< 824 Rz4E*O@,4E* Y _4E*]#0 A+93 8 s(;M7 ;AC4 =/4_N  AZ@GC4 =/-:k0 IU € >?(;35Q( >9R_-/*,< rX4E93 82-B*,< -/* X=:0?<- YA-/7K(;*23?<- A+*2C4 = Z;AC4 @M(;3GN ^ * L 5wB p&+& CG0@3 . B ' 7 &   8 & @ ' H1N  0J@ ' 7 f @ @ Z ,G:`f hg  H 1 B . 0 Z$ BG@  7 & BG5pHABU9B 1 Z ' 0J@3 T a k  ƒ Z@ ;A4\>4E& 7 ^ IEQ( >;0@ X*]#0 A+* I 2A D 35#0 >9A+*u@ 4E* Y)€d(G05Q( > 8S>UX293 @H82g( =aN QS^ 3  Y2g( @M(;*=#0 >>C4 =B-:9Gg( YO@ ;L(GQ( >iUH#0 AGU ;L(GQ( > D Q( 7 @GC4 @U8,(EN ^ * L 5wB p&+& CG0@3 . B ' 7 &  8 & @ ' H1N = 05 .p'zf hg  H 1 B . 0 Z B6@ L : &p. .' )SZ]'K& Z]' TVLlk @ ;A4\?Q( IE@~ }@ *6.@ c X5t=40JI @ 0d1 N B 0 5t0 C 9B 1 0@3  ƒ EAC7LQ( >?#0 A c CN uog4 I+e4 >UYDA c > N:@ C4e:E(;93 8 CC< >>4 D C4 =a1@ 8R4E*2-/g( = >HX8=H@I4E* Y X7 -:0  A+7e4E*2-aN APX IQ( >9R  )Q( 7]U Sr A+350?-/*,<4E* Y %~ A+*]05(;*=, 0 D82e4 >>-/*,< j A AP=]BOAC>190 8,( c4E3?35(;3G,N ^ * L 5iB t&t& CG0J@3 . 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' 7 f @ @ Z],6:  @ 'K& 5p@ ,6' 0 BG@ ,G: 9BG@ & 5 & @ p& BG@ gSB ) 0 : & 9B 1N Z ' 0J@3 , @C  &' 8 BG5OR0J@3 T g k .  k g ƒ C@ ;g4\HY N ye4 >H;u@ i=/M- E;B^C4 =a@,4E* YSRI- $-:P< Y,Q( >>#3 A+*uN j 82(q%~ A+-7 ;=:G( F,-:k0 I-ACBd€he4 >>C4 =<=:g( =I(;e4 >H@U8ON w B Z 5p@ ,G: BWt9B 1 Z]'K& 5 , @C  H .p'K&i  0 & @ t&.8@ a c p ] p %@ S;>>- =   N  }4 L4 }N !"$"&%('W),)+*,*$*n-J_`^  ^$^Y-0b+;FK N  €d(G05( qg( =/g( 8,Q( >;#@ u%AC77JIju!824\050?C4 @H82e4 > (G(E@F4E* Y u%X AC> _<- =B4\P< 82-a(N S>?( X-4>>90 X2C4 =/-:9Gg( Y REQ( >H=/4 I C(Gw0 U DEAAC>9:_3?3 #0 >9j A+AJ*OA @ug(*Y2X-/#0 @UAC8[>>3GAC@ BsL 4 tA&t& A Y j .82-/*,< ' &^ * = € (G.p05'qQ( >  8 'K&>HX293 @U,68,' g( =a@ ,G: >84EP *23 y.4E4E93 8A]Q( :F@ALY4E&t* & Y X' *]L>#0 A+&+* & I ~H 4E.D7 'K&S7>8<- . Y,U@K @H83 ACBBBX7N& (' Z 5 0J&n5  B 'K@ &. 5p0J@@ 90 B BG@ 1 Z]'K& 5 BG50R 0 7& @Bp1 t&GP@B6;A@ 4\?<,@g4E* Y  =/4E* c N 8X(;7KQ( >>3GN  ;g4\0?-/C4 = A+3>3?4- ; 4E* Y Z(;#3 APX>H@M(  A @G& 4\0?<- A+*c€ >9AE#0 A @GAPZ]=B' 3G2N ^ m* T L 5iBk p&+& C6@ 0;A@34\.?(G057(E0@5iC f>?(G@ g( @M@ (EZ @ ,G:6Xf = Y }I4-(;>>e4 93 >H@U@U8,8 (;* S8D=:ACC< B ACQ( >8>;-:@_90 82!~ 7 A+D* BT>>ACC4 > YDZA :I4- ; e4 l>>0 -B 35*,0?(G3G9EN @,4E* & Ykrm&'g( =B+7 ,6:X,0o€ >HA Y2Z]-B'K*,& ;(N X& *2C4p&M=4I_@ 3?-/3 ACa Bd4E* c ;20?V- U  7 BG5 0 9B 1 5  0 @ KCK O] ?] @ c X2*2(  pIN  p €d(G05Q( > y4- >>93 @U8,(;* 8DACB Q( >o4E* Y1rmg( =B 7 X,0€ >9A YA-/*,;N j 8,(R€d4\90 8 u(;*,?<,N j 8,( _7 C4 =<=VU AC>U=>-:90 8A7 <- @}€dQ( >>93 ;Fg( @M0?<- RE(EN ^ „* L 5wB1N p&+& CG0@3 . B ' 7 &  7;0J5 ' H1N  & BG@C f @ @ Z ,G:f hg  H 1 B . 0 Z BG@  7 & BG5tH B9B 1 Z]' 0@3 T  k  ƒ @ ;A4\?90 =/4E* Yu@ y@C 6.@ 4 I N  zc A+* =/(;-/* 7LQ( >?<,N _7eC4 =<=VU AC>H=>7 4\0?4- A+*uN ^ * j N fN 8R-:(G0505Q( >8<- @H8O@ FhN ung( @9:EQ( >;@h4E* Y dN ]82C4 8D>>4E7 4E*A-a@Og( Y2-:#0 AC>>3;@ f C+ , @ p&p. 0J@  &SZ 5 ,G: @BG5 /, ' 0 BG@ L 5wB t&p.t. 0J@3  H .'K&S .,@ ;A4\><- Y2 N  8 A+*2C4 =Y ZN y* X,90 8ON  7 & f 5 ' BW 9B 1 Z]'K& 5 L 5wBl3 5 ,+ 0J@3=y  BG5 ' 0J@3 , @C  &+, 5 7;0J@3 @ RCAP=VU  XA7K( N  YY2-/#3 A+]* U)(;93 =:Q( IE@ m(;C4 Y2-/*,<,@ }€@ *6.@ N  zc AP82* X7A-/4\#0 A D <- @M9E@ 8Rg4 R_<- Y uo-/* Y,g( =a@ 4E*L ~ 8,(;*O@ I05Q( RE(;* ~n9GQ( > D -B*2#3 :_-a@K€d4\#0 >8<- @9: 4\#0 A+*O@ 8X(;*2*A-/3 X(Gg( =/3;@ C4E7 e4 :J>8-/93 82*24 XA7 7 C4 Y2-a@ I(;4E* E82(;4_@orXe4 :_-/7 )(;4\90 8,Q( >>93 ;0A A+*O!@ )(;3590 =:Q( I )(;-B7KQ( >;@ !~ 8D>8-/3 )g( =<=B3G@u4E* Yeun(;*  82e4 A,N @M(;4E* I#0 AC>>( X* E>H@U82-:05g( @M90 XD>>( BOAC> =4AC7AC4 =U Z@GC4 =:( €dQ( >>3>-/3505(;*]0 I#0 AC>>4\ N          ,            , ,   -, ,         -, , ,   ,            ,  ,     -  *            , -, , ,   * , ,   ,:, ,      ,  ,     ,   , , -, , ,  *       ,    ,     -, ,  ,        ,    -,          ,   -, ,      * ,-,   ,  ,  , -, -, , -, , , €d(Q>iUS:E(‚ 4e>>3#A+*ON 8 II*24E7e-<@rC4E3H8 j 4e7=:(;3GN 9B zZ @ 0 +,6' 0 BG@ . 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