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Host management policy for energy efficient dynamic allocation

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(1)Open Archive TOULOUSE Archive Ouverte (OATAO) OATAO is an open access repository that collects the work of Toulouse researchers and makes it freely available over the web where possible.. This is an author-deposited version published in : http://oatao.univ-toulouse.fr/ Eprints ID : 18807. The contribution was presented at RE-HPC 2016 : http://graal.ens-lyon.fr/~abenoit/RE-HPC/. To cite this version : Stolf, Patricia and Borgetto, Damien and Aubert, Mael Host management policy for energy efficient dynamic allocation. (2017) In: 1st International Workshop on Resilience and/or Energy-aware techniques for High-Performance Computing (RE-HPC 2016) in conjonction with 7th International Green and Sustainable Computing Conference, 7 November 2016 - 9 November 2016 (Hangzhou, China).. Any correspondence concerning this service should be sent to the repository administrator: [email protected].

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(85) '56+6; ?ZDg VURbg C]Dg \Vg \NDg ZD?RRVA?\OVUg ?UCg \N?\g `O\Ng \NDg ZD?RRVA?\OVUg `DgA?UgM?OUgOUg@V\NgDUDZMbg[?_OUM[g ?UCg-V0g4Dg A?Ug [DDg \N?\g \NDg ?RMVZO\NTg  ; O[g _DZbg ARV[Dg \Vg ; OUg\DZTgVEgDUDZMbg [?_OUMg @]\gO\gO[g TVZDg DEEDA\O_Dg \N?Ug \NDg V\NDZg ?RMVZO\NT[g EVZg\NDg `?O\OUMg \OTDgTD\ZOAg?UCg\N][gO\g XZVXV[D[g \NDg @D[\g Y]?RO\bg VEg [DZ_OADg EVZg \NDg ][DZg .Ģ 056; .$/$)'.'/6; 5636')+'5; %0.1$2+50/;. Ug \NO[g [DA\OVUg `Dg AVTX?ZDg \NDg \`Vg NV[\g T?U?MDTDU\g XVROAOD[g \N?\g `Dg XZVXV[Dg Ug \NDg RO\DZ?\]ZDg OUg CbU?TOAg XZVf _O[OVUOUMg [\]COD[g E]\]ZDg RV?Cg O[g D[\OT?\DCg ?UCg ?XXZVaOT?\DCg. \NZV]MNg _?ZOV][g `?b[g 9

(86) <g (UDg [OTXRDg ?RMVZO\NTg XZDCOA\[g ?RRg E]\]ZDg _?R]D[g \Vg @Dg \NDg Da?A\g [?TDg RV?Cg Z?\Dg ?[g `?[g R?[\g [DDUg UV\NDZg VUDg T?OU\?OU[g \NDg RV?Cg Z?\D[g [DDUg V_DZg \NDg R?[\g Ug [DAVUC[g ?UCg ?_DZ?MD[g \NDg _?R]D[g OUg \NDg `OUCV`g EVZg \NDg XZDCOA\OVUg 4Dg AVTX?ZDg \NDg MDUD\OAg ?RMVZO\NTg \Vg T?U?MDg \NDg NV[\[g `O\Ng \ND[Dg RV?Cg XZDCOA\OVUg ND]ZO[\OA[g `NOANg `Dg A?RRg $560$&; ?UCg $56900$&5; $560$&; O[g ; ?RMVZO\NTg `O\Ng ?g U]T@DZg VEg NV[\[g AVTX]\DCg `O\Ng \NDg R?[\g TD?Ug ZDY]D[\g VEg \?[Q[g ?UCg \NDg R?[\g TD?Ug A?X?AO\bg VEg NV[\[g ?\g \NDg XZD_OV][g \OTDg [\DXg $56900$&5; `VZQ[g [OTOR?ZRbg @]\g ][D[g \NDg TD?Ug VEg \NDg \`Vg XZD_OV][g U]T@DZ[g LVTg \NDg R?[\g \`Vg \OTDg [\DX[g 4Dg N?_Dg ANV[DUg \ND[Dg \`Vg RV?Cg XZDCOA\OVUg ND]ZO[\OA[g @DA?][Dg \NDbg.

(87) 7U.  U.  Ģ. ICFPFU. U. ICFPF U MU. 16IK8<KU.  Ģ. U.

(88) Ģ.

(89) Ģ 9 !Ģ "Ģ ĜĢ. `

(90) Ģ  9Ģ !Ģ ĠĢ Ģ. . . ICFPFU. ICFPF U. MU &/IK&C/4U. &/IK-QC&C/4IU. Ģ  Ģ. Ģ Ģ. Ģ.

(91) Ģ. Gj. Ģ. Ģ Ģ 'D05U U. Ģ. Ģ. Ģ. Ģ.

(92) Ģ. Gj. [L_Pgj I\[`cY]bS\[j d`j8g`bLYj.\GKj

(93)  ICFPF U. ICFPFU. Ģ Ģ 'D05U U. MU 16IK8<KU. Ģ. Ģ. Ģ. Ģ. Ģ. Ģ. [L_Pgj. +)FPFU

(94)  ICFPF UMU &/IK&C/4U. bĢ Ģ *U U U. Ģ. ġĢ !Ģ Ģ U. 67 "Ģ. Ģ hĢ "Ģ )Ģ >?U U. )Ģ.  Ģ. Ģ Ģ. Ģ.

(95) Ģ Ģ Ģ. Ģ.

(96) Ģ. Ģ Ģ 'D05U U. Ģ. Ģ. Ģ. Ģ.

(97) Ģ. Ģ Ģ 'D05U U. Ģ. Hj >GSbS[Pj bSYL`j d`j8g`bLYj.\GKj. Hj >GSbS[Pj bSYLj. OMg g UDZMbg ?UCg `?O\OUMg \OTDg EVZg COGDZDU\g RV?C[g. OMg g UDZMbg ?UCg `?O\OUMg \OTDg EVZg COGDZDU\g RV?C[g ?UCg NV[\g T?U?MDTDU\g ND]ZO[\OA[g. ZDKDA\g\NDgCbU?TOAO\bgVEg\NDgRV?Cg_?ZO?\OVUgOUg\NDgOUL?[\Z]A\]ZDg ?UCg ?ZDg QUV`Ug ?[g [OTXRDg XZDCOA\OVUg ND]ZO[\OA[g VZg RV?C[g @D\`DDUg LVTg

(98) g \Vg  g T?QOUMg

(99) g O\DZ?\OVU[g EVZg D?ANg RV?Cg `Dg AVTX?ZDg \NDg ZD[]R\[g VEg  ; `O\Ng $560$&; ?UCg $56900$&5; 4Dg A?Ug [DDg OUg JM]ZDg g \N?\g \NDg ND]ZO[\OA[g N?_Dg ARV[Dg _?R]D[g EVZg DUDZMbg AVU[]TX\OVUg ; AVU[]TD[g g RD[[g \N?Ug  ; EVZg ?g RV?Cg VEg

(100) g \NDg COEEDZDUADg O[g ZDC]ADCg \Vg

(101) g EVZg ?g RV?Cg VEg  g OGDZDUAD[g @D\`DDUg $560$&; $56900$&5; ?UCg ; ?ZDg RD[[g \N?Ug

(102) gg EVZg ?g RV?Cg VEg

(103) g ?UCg ?ZV]UCg  g EVZg ?g RV?Cg VEg  g  ; N?[g ?g @D\\DZg `?O\OUMg \OTDg \N?Ug ?RRg \NDg V\NDZ[g ,ZDCOA\OVUg ?UCg CbU?TOAgXZV_O[OVUOUMg?ZDg_DZbgAVTXRDa g [OTXRDgND]ZO[\OA[gROQDg $560$&; $56900$&5; VZg +806; A?Ug NDRXg [?_OUMg DUDZMbg @]\g CVgUV\g XDZEVZTg `DRRgEVZg -V0g TD\ZOAgROQDg\NDg `?O\OUMg \OTDg 1NDg  ; *'72+56+%; XZVXV[DCg OUg \NO[g ?Z\OARDg XDZEVZT[g @D\\DZg 3g. 7 .; j 4+/$g. Ug \NDg RO\DZ?\]ZDg DUDZMbg DIAODUAbg O[g ?CCZD[[DCg ?\g COGDZDU\g RD_DR[g 9<9<9

(104) <9

(105) <9

(106) <9 <g \g \NDg UVCDg OUEZ?[\Z]A\]ZDg VZg TOCCRD`?ZDg RD_DRg 0VTDg [\]COD[g XZVXV[Dg C?\?ADU\DZ[g XV`DZDCg. ?\g RD?[\g X?Z\Rbg `O\Ng ZDUD`?@RDg DUDZMbg 9

(107) <g g \ND[Dg [VR]\OVU[g ?ZDg VE\DUg @?[DCg VUg \NDg V_DZg XZV_O[OVUOUMg VEg \NDg DRDA\ZOA?Rg OUEZ?[\Z]A\]ZDgVVROUMgAV[\gO[g?R[Vg?CCZD[[DCg@bgOTXZV_OUMg\NDg TD\NVC[gVEgND?\gDa\Z?A\OVUg 9 <gVZg `O\NgT?XXOUMg?RMVZO\NT[g\Vg ?_VOCgNV\g[XV\[g 9 <g1VgZDC]ADgDUDZMbg AV[\g ?\g\NDgTOCCRD`?ZDg RD_DRg XR?ADTDU\g?RMVZO\NT[g?ZDgXZVXV[DCgbU?TOAgAVU[VROC?f \OVUg ?OT[g ?\g ZDC]AOUMg \NDg U]T@DZg VEg NV[\[g ][DCg ?UCg O[g ][]?RRbg @?[DCg VUg _OZ\]?Rg T?ANOUDg TOMZ?\OVU[g &OMZ?\OVUg V_DZND?Cg N?[g \Vg @Dg \?QDUg OU\Vg ?AAV]U\g ?[g \NDg V_DZND?C[g C]Dg \Vg XV`DZOUMg VUg ?UCg VEEg ?g UVCDg U\ZVXbg 9 <g O[g ?g ZD[V]ZADg T?U?MDZg `NOANg XDZEVZT[gCbU?TOAgAVU[VROC?\OVUg\?QOUMgOU\Vg?AAV]U\gTOMZ?\OVUg V_DZND?Cg U\ZVXbg XDZOVCOA?RRbg VX\OTOcD[g \NDg 3&g XR?ADTDU\g ?[g OUg V]Zg ?XXZV?ANg 1NDg COGDZDUADg O[g \N?\g `Dg ?R[Vg \?QDg OU\Vg ?AAV]U\gVU VGgV_DZND?C[g Ug 9 <g \NDg?]\NVZ[gCD\DA\g]UCDZRV?Cg ?UCg V_DZRV?Cg AVUCO\OVU[g ?UCg CbU?TOA?RRbg [VR_Dg \NDTg \g XZVf _OCD[g ?g EZ?TD`VZQg EVZg CbU?TOAg AVU[VROC?\OVUg VEg 3&[g @?[DCg VUg \NDg (XDU0\?AQg XR?\EVZTg Ug 9 <g \NDbg XZVXV[Dg ?Ug DUDZMbf ?`?ZDg ?RMVZO\NTg @?[DCg VUg ?g X?ZD\Vg T]R\OV@PDA\O_Dg ?XXZV?ANg CD?ROUMg `O\Ng @V\Ng DUDZMbg AVU[]TX\OVUg ?UCg 0DZ_OADg %D_DRg.

(108) MZDDTDU\g0%g(\NDZgND]ZO[\OA[g][DgMDUD\OAg?RMVZO\NT[g 9

(109) <g \Vg JUCg ?g UD?Zg VX\OT?Rg \?[Qg XR?ADTDU\g Ug 9 <g \NDbg XZD[DU\g ?g T]R\OV@PDA\O_Dg MDUD\OAg ?RMVZO\NTg \N?\g VX\OTOcD[g \NDg DUDZMbg AVU[]TX\OVUg  g DTO[[OVU[g ?UCg \NDg MDUDZ?\DCg XZVJ\g VEg ?g MDVMZ?XNOA?RRbgCO[\ZO@]\DCgARV]CgAVTX]\OUMgOUEZ?[\Z]A\]ZDg(]Zg AVU\ZO@]\OVUg \?QD[g \NDg ?C_?U\?MD[g VEg E?[\g T?XXOUMg ND]ZO[\OA[g `NORDg ZD\?OUOUMg \NDg Y]?RO\bg VEg ?g MDUD\OAg ?RMVZO\NTg EVZg NV[\g T?U?MDTDU\g [\Z?\DMbg 3 g. 10.<8(10j 0j #<;<6 j ?16,j. Ug \NO[g X?XDZg `Dg N?_Dg [\]CODCg DUDZMbg DEJAODUAbg ?\g \NDg TOCCRD`?ZDg RD_DRg \NZV]MNg T?XXOUMg ?RMVZO\NTg ?UCg MZDDUg RD_DZf ?MD[g [DZ_DZg [\?\D[g VU VHg ?UCg TOMZ?\OVUg 5Dg N?_Dg XZVXV[DCg ?g NV[\g T?U?MDTDU\g XVROAbg \Vg TOUOTOcDg \NDg V_DZND?C[g 1NDg NV[\g T?U?MDTDU\g XVROAbg ?OT[g ?\g AVZZDA\Rbg XZV_O[OVUOUMg \NDg U]T@DZg VEg T?ANOUD[g \Vg XV`DZg VUg 1NDg XVROAbg XZVXV[DCg O[g @?[DCg VUg ?g MDUD\OAg ?RMVZO\NTg ?UCg O[g XDZOVCOA?RRbg ][DCg `O\Ng ?g AVU[VROC?\OVUg ?RMVZO\NTg4DgN?_DgD_?R]?\DCg EVZgCOGDZDU\gRV?C[g \NDg XDZEVZT?UADg VEg \NDg MDUD\OAg ?RMVZO\NTg AVTX?ZDCg \Vg V\NDZg XZV_O[OVUUOUMg XVROAOD[g ?UCg \Vg V\NDZg T?XXOUMg ND]ZO[\OA[g 1NDg XDZEVZT?UADgO[g@D\\DZg?UCgNDRX[g\VgZDC]ADg DUDZMbg AVU[]TX\OVUg `NORDg QDDXOUMg ?g MVVCg -V0g 1NDg VZOMOU?RO\bg VEg \NO[g `VZQg O[g \NDg XZVXV[?Rg VEg ?g ZDMZD[[OVUg EVZT]R?g AVTX]\DCg `O\Ng ?g MDUD\OAg ?RMVZO\NTg Ug E]\]ZDg `VZQg `Dg XR?Ug \Vg XZVXV[Dg UD`g T?XXOUMg ?RMVZO\NTg RVUMg\DZTgXZDCOA\OVUg?UCg?CCgV\NDZgMZDDUgRD_DZ?MD[g. CEj 4Ģ /GcIQj / j ,c[hLj G[Kj / j &SWWL[H_G[Kj &SPQj ]L_M\_YG[ILj IW\cKj I\Y]cbS[P j >=>7)D )3)8=/53D 526>=)7D !B<=)2<D d\W j j [\ j j ]] j   j   j C Ej @)jIW\cKj ]_\ULIbj Qbb]

(110)

(111) fWIW\cK \_P j C''Ej  j \_PLbb\j G[Kj 3 j 8b\WMj [j [L_Pgj NISL[bj ]]_\GIQj b\j =S_bcGWj /GIQS[L`j /G[GPLYL[bj S[j W\cKj \Y]cbS[P j S[j 3=)9%=/53%1D 53C *)7)3')D 53D 15>(D )=@570/3-D >A)2&5>7-D        D. Qbb]

(112)

(113) eee SLLL \_P

(114) j( j  j ]] j  9 j CEj . j 8_S[SdG`j G[Kj . j 3Gb[GSVj $L[LbSIj GWP\_SbQY`j Gj `c_dLgj 526>=)7D d\W j j [\ j j ]] j  j  j CEj  j . j /SWWL_j G[Kj  j j $\WKHL_Pj $L[LbSIj WP\_SbQY`j ;\c_[GYL[bj 8LWLIbS\[j G[Kj bQLj MMLIb`j \Mj0\S`Lj S[j 5261)AD !B<=)2<D d\W j j j ]] j   j CEj , j,c_\e`VSj  j1WLV`SGVj Ģ 3SGbLVj 3Ģ 3S\[bLVj  j Ģ 3_hgHg`hLe`VSj G[Kj + j >LPWG_hj Ije\_Y`j  Gj b\\Wj M\_j `SYcWGbS\[j \Mj L[L_Pgj LMOISL[Igj S[jKSab_SHcbLKjI\Y]cbS[PjS[M_Gab_cIbc_La j !/2>1%=/53D 5()11/3-D 8'=/')D %3(D ".)5;D d\W j j ]] j 9 X9j   j C'9Ej 8bG[KG_Kj ]L_M\_YG[ILj LdGWcGbS\[j I\_]\_GbS\[j `]LI]\eLJ``U j _Li `cWb`j Qbb]

(115)

(116) eee `]LI \_P

(117) ]\eL_DF``U 

(118) _L`cWb`

(119) j 1Ib\HL_j   j CEj  j -_S\cV\dj Ģ /\QG[j 8 j W`]GcPQj. j,Lg`j  j cWWL_j G[Kj6 j,Gbhj 0G]`GIj L`SP[j G[Kj SY]WLYL[bGbS\[j \Mj Gj ]\eL_]_\]\_bS\[GWj eLHj IWc`bL_ j D !D 526>=)7D 522>3/'%=/53D )?/)@D d\W j j ]] j    j  j'' j CEj " j,\[PjG[Kj@ j.Scj j8c_dLgj\[j$_LL[ [L_PgeG_Lj3\eL_j/G[GPLi YL[bj M\_j GbGIL[bL_`j D 526>=/3-D !>7?)B<D d\W j j [\ j j  9 j CEj $ j . j ;`GMGIVj QLb`Gj . j .LMLd_Lj G[Kj Ģ 8b\WMj j ;R_LLj 8bL]j WS[Kj ]]_\GIQjM\_j(Y]_\dS[Pj&3j8g`bLY`j [L_Pgj3L_M\_YG[ILjS[j 3)7-BD ,'/)3'BD /3D%7-)D !'%1)D /<=7/&>=)(D !B<=)2<D'53*)7)3')D!!D $C. CEj. ,01>. $/ 0;j. 1NDg `VZQg XZD[DU\DCg OUg \NO[g X?XDZg `?[g X?Z\O?RRbg []XXVZ\DCg @bg\NDgZDUANg '.g18.(gXZVPDA\g '.

(120)  .

(121) g ?UCg \NDg '.g 0(,g XZVPDA\g '.SS '.**!g. C Ej. 7 " 6 0 8j C'Ej $_LL[922j eee P_LL[922 \_P j CEj + j,\\YLgj $_\ebQj S[j KGbGj IL[bL_j LWLIb_SISbgj c`Lj  9j b\j   j   j Ģ &LKKLPQLYj 8 j .GYHL_bj  j .G[[\\j  j \WWLj / j 3SIVGdLbj G[Kj CEj  j 3 j ;_L[K`j S[j e\_WKeSKLj SIbj LWLIb_SISbgj I\[`cY]bS\[j M_\Yj  j b\j  j 526>=)7D 522>3/'%=/53<D d\W j 92j ]] j  j   j CEj  j $G_gj WSIVS[Pj IWLG[j &\ej I\Y]G[SL`j G_Lj I_LGbS[Pj bQLj P_LL[j S[bL_[Lbj 7))36)%')D 3=)9%=/53%1D   j C9Ej   j 1_PL_SLj / j SG`j KLj ``c[\j G[Kj . j .LMd_Lj j `c_dLgj \[j bLIQ[S^cL`j M\_j SY]_\dS[Pj bQLj L[L_PgjLNISL[Igj \Mj WG_PLj `IGWLjKS`b_SHcbLKj `g`bLY`j D 526>=/3-D !>7?)B<D d\W j j [\ j j ]_SWj   j CEj $ j. j =GWL[bS[Sj Ģ .G``\[KLj8 j< j,QG[j0 j /S[j WWGQj8 j  j /GKG[Sj + j.Sj. j BQG[Pj. j >G[Pj0 j $QG[Sj + j,\W\KhSLUj & j.Sj  j 5Ģ B\YGgGj  j B j @cj 3 j GWGUSj  j =S`Q[cj " j 3S[LWj + j j 3LIL_\j  j ,WSGh\dSIQj G[Kj3 j\cd_gj [j \dL_dSLej \Mj L[L_Pgj LNISL[Igj bLIQ[S^cL`j S[j IWc`bL_j I\Y]cbS[Pj `g`bLY`j 1><=)7D 526>=/3-D d\W j j ]] j  '9j   j CEj  j + j A\c[PLj6 j &L[`IQLWj + j 3Ģ _\e[j $ j d\[j.G`hLe`VSj [VĢ 5Scj G[Kj $ j  j "\fj [GWg`S`j \Mj =S_bcGWShGbS\[j ;LIQ[\W\PSL`j M\_j &SPQj 3L_M\_i YG[ILj\Y]cbS[Pj [dS_\[YL[b`jS[j D =.D3=)9%=/53%1D 53*)7)3')D 53D 15>(D 526>=/3-D ( j  j ]] j   j CEj  j$c]bGj. j 4Ģ,GWLj j/SW\USISIj Ģ "G_GH\`IQSjG[Kj8 j/ jGWWLj&3i eG_Lj =/j 3WGILYL[bj S[j ([M_G`b_cIbc_Lj W\cK`j S[j D 3=)9%=/53%1D 54+)7)3')D 53D 15>(D 526>=/3-D ( j  j ]] j   j. CEj CEj CEj. CEj. )33%D  

(122)   

(123) D Qbb]

(124)

(125) eee `]_S[PL_WS[V I\Yj8]_S[PL_j  j ]] j   j $ j . j ;`GMGIVj QLb`Gj . j .LMd_Lj + / j 3SL_`\[j 3 j 8b\WMj G[Kj $ jGj \`bGj  f]W\SbS[Pj ]L_M\_YG[ILj I\c[bL_`j b\j ]_LKSIbj G[Kj SY]_\dLj L[L_Pgj ]L_M\_YG[ILj \Mj &3j `g`bLY`j >=>7)D )3)8=/53D 526>=)7D !B<=)2<D d\W j   

(126) U Mcbc_L    2j ]] j  j UcSWWLbj   j C1[WS[LE j dGSWGHWLjQbb]

(127)

(128) \GbG\ c[Sdb\cW\c`L M_

(129) 9j

(130) j  j\_PLbb\j6 jQGV\KLj jL]G_K\[j j SIQWL_j+ j $G_ISGj& j&HGSLHj ; j /\[bLSWj j 3LW\_ILj  j 6GIQKSj  j Wj 8QLSVQj G[Kj Ģ 8b\WMj &gH_SKj G]]_\GIQj M\_j L[L_Pgj GeG_Lj YG[GPLYL[bj \Mj YcWbSIW\cKj G_IQSbLIbc_Lj S[bLP_GbS[Pj c`L_j YGIQS[L`j 5>9%1D 5*D 7/(D 526>=/3-D <6)'/%1D /<<>)D 53D 7))3D 15>(D 526>=/3-D d\W j 2 X 

(131) `X2 '9gj  9 j &\ej IWLG[j S`j g\c_j IW\cKj Qbb]

(132)

(133) eee P_LL[]LGIL \_P j "_LLj I\\WS[Pj eee LI\S[M\ I[_` M_

(134) G_bSIWL' QbYW j & j 8c[j 3 j 8b\WMj + / j 3SL_`\[j G[Kj $ j Gj \`bGj  [L_Pgi LNISL[bj G[Kj bQL_YGWGeG_Lj _L`\c_ILj YG[GPLYL[bj M\_j QLbL_\PL[L\c`j KGbGIL[bL_`j !><=%/3%&1)D 526>=/3-D 4+572%=/'<D %3(D !B<=)2<D d\W j 2  

(135) U `c`I\Y    9j ]] j ' '9j G\bj   j " j &L_YL[SL_j @ j .\_IGj + / j /L[GcKj $ j /cWWL_j G[Kj + j . j .GeGWWj  [b_\]gjGj\[`\WSKGbS\[j /G[GPL_j M\_jWc`bL_`j S[j #D D :'))(C /3-<D 5*D =.)D D D !!!D /3=)9%=/53%1D '53*)7)3')D 53D. $7=>%1D )A)'>=/53D )3?/7532)3=<D 0Lej A\_Vj0Aj <[SbLKj 8bGbL`j /j  j ]] j  9 j C9Ej  j LW\PWGh\dj G[Kj 6 j cggGj 1]L[`bGIVj [LGbj Gj M_GYLe\_Vj M\_j Kgi [GZSIj G[Kj L[L_PgLNISL[bj I\[`\WSKGbS\[j \Mj dS_bcGWj YGIQS[L`j S[j \]L[i `bGIVjIW\cK` j 53'>77)3'BD %3(D 526>=%=/53D 8'=/')D %3(D A6)7/)3')D d\W j j ]] j  j  9 j CEj 5Ģ ,L``GISj 0 j /LWGHj G[Kj j $ j ;GTHSj j YcWbS`bG_bj W\IGWj `LG_IQj QLc_S`bSIjM\_jG[jL[L_PgjLNISL[bjdY`jG``SP[YL[bj\[jb\]j\MjbQLj\]L[[LHcWGj IW\cKjYG[GPL_ j >=>7)D )3)8=/53D 526>=)7D !B<=)2<D d\W jj]] j 9   j CEj jj]G_Lb\HG`LKjYLbGjQLc_S`bSIjM\_j`IQLKcWS[PjQ]IjG]]WSIGbS\[`j\[jGj PL\P_G]QSIGWWgjKS`b_SHcbLKjIW\cKjMLKL_GbS\[ j 1><=)7D 526>=/3-D d\W jj ]] j 9 j   j.

(136)

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