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C(&@>8!\r=(sx+?<о?> 1Ng(Ͱd5 "b9C.eECY])23䯡%!Ձ$F{\> C ?PT}'z_CNPT}3B%1CBn@2'^t@Ors3=@!fE#X]oV7!e 8!z=o5T !1>@>8!$5F#ȍ y{h Ճ܈e 8!lmk'&n&YVכ BGXM^4* eH!gE#Y]V:f b3bBk6ؔXZW>@8!lm;#n.!h-!6#yq?ًJnneBZ_!aEG}{3$h-Iy>ѭ nO,/ O2Ng BBlE,m !'@@lA,MُZ>6ku y]NguЋ63:;AL,m.!o NmilPs]3kU%y2+MfuWZm. _nZBҖϠuEK v%j$@8E7$,4V4Mcu3yV[ȿ5Ngkc${ɷCZ9Y'Rbi+J#.{Kw@v؃XF>@8Ͷ5w$wGޝXV!dEnz䫍a/ZfnAZm'gXlVwzնtUr_,MF[{ȿ3Ngs#`rO}jy<泺, 0Ng*y$܃>bC=nfuw[  4Ng<"=XǬv1Ng<N]SɽО+{Kwg3U<aEM!/dEKXBV]b|{6-MERV{=`|<8zW~9=#eV{}j||q?_O<9݋|K{;'YIV˼u_bi/ynr?}sټ^yr:|~nC~}`uZ% _gu}&@7@Z#_\\'ٻIr:86[yu:HG_'Q6|=TsG?`I٣Oo{fE]y6PG&ǞycN:夳'R)~WƐu->uhϱOL6WUVkg͚/ #ӃGN8a;３K\#o9n]v} 眺5lpk⾯׿ 0`Er ӃɓsT>K.ɲrq^S<4gj6^žӜ5Tznf|y돲2{_e]^s^(=Ge+wKLcXΩIuzFi-U~Udžtss.kzT;uιOy}z+{Xr൴w_k 8\GXsutӃgp걗}k4 {yz?e5FNsKs+~͛cf\z͖sO1z:eUk 犎t pm9nt95ym˹H]V:xsN}tU~8Ϳum9k߮<׿ږ&m9g&L笽+$6wEރrVz-V"7a\VN\sP#ιv812ιHlkWΛs#ιv81<($5[ssssss&9kLjs#ιv81n7ʜ7\;Fs5s &R򚳮VfgN^rkfvyj.aŖӜ\䛺U99&-k,ʮ [zrV9gEZS9?joyu3x\XZc&{+;^!\'.K`jeMwiUsJV.j:ײNs,g=\wT_,\;fn?j9͹SP^quf) ի |{xU^I&qguIsAssss㜫&0kLjs#ιv81~ QtG^rl6uA#9B9馘sB9 JB9JJΕ=q<6l7Rϭ>ϕ?o #,}K泯Q rlA|\QwEZHyϹy$\9o)YU:{]jTtYX,^k+( y(sӹ9rsE4G5{zWw=9wjew^{.ܫZVw*Ox݅GE}؊~\]ZPفqY޿Rk=ws\UBx0'kL׫3L|5todey+ 4j{CQL^ojԶS}vH}F<6 `9׎Qckp9g0ƯSxeתSxۘQc?਑VWea>>      + "Slot Manager Acquisition Procedure DedicatedeQuery NOP (prob = 1) BindInit NOP (always true) Check NOP (always true) Install Installs PBS glide-inZZ ZZZZZZ  ,  H Advanced ReservationQuery Makes request to advanced reservation system Prob = 1 if we can make the reservation Prob = 0 if we cannot BindInit Make adv. res. Request Check NOP (always return true) Install Submit PBS glide-in installation job to specialized adv. res. queueZkZ ZZZZ ZDZk   Db3#  k Batch ControlleddQuery Performs an algorithm to determine probability of meeting the slot requirement through regular batch queue BindInit Use values calculated from  query for job dimensions and time to wait before submission Check When  time to wait has elapsed, return true Install Submit PBS glide-in installation jobZkZ ZYZZ-ZZ%Zk Y-  %,q    The AlgorithmRoutines  deadline is  seconds from now P = bqp_pred(machine, nodes, walltime, deadline) Algorithm h R  !1 >-  Batch Experiment75% is the target probability 356 total requests 257 total batch submissions 99 requests resulted in initial  not possible response 192 slots successfully acquired 257 * .75 = 193 Choose last acceptable time to minimize wasteRMZ8Z^ZM8]   Near Term Experiments1Try other probability levels Try other deadlines 12  PBS Glide-inBasic batch queue system assumes one-to-one mapping of job to resource set (slot) Idea: once a single  slot has been acquired, install  personal res. manager and scheduler within it in order to support multiple jobs within single slot Have instrumented torque (PBS) to fulfill this task Plays the role that Condor would play as infrastructure scheduler PBS  glide-in Simpler, supports MPI, etc..!ZmZ!m PBS Overview  PBS Overview  PBS glide-in   PBS glide-in " PBS glide-in #PBS glide-in TODOWIn order to implement this, needed to disable some of PBS internal security features (drop privs, root check, priv ports, user auth checks, host auth checks) Streamline installation process (good but not great) Architecture discussion: one server per slot? One server for all slots on a single machine? Requires reworking torque software a bitF/Z)Z&),Z $Slot Acquisition StatusBQP  virtual advanced reservation system in place PBS glide-in working on all machines Dan has access to Need to investigate advanced reservation interface(s) Need to figure out how to properly submit PBS jobs using GRAMZ(!Thanks! Questions?)"Statistics TODOMore reactive change point detection Machine down time constitutes a change point we can detect better Better understanding of autocorrelation and quantiles Non-statistical case One user submits 20,000 single processor jobsb%x.%B5 . C*#Current Cluster Status  ` 33` Sf3f` 33g` f` www3PP` ZXdbmo` \ғq>9y`Ӣ` 3f3ff` 3f3FKf` hk]wwwfܹ` ff>>\`Y{ff` R>&- {p_/̴>?" dd@,|?" dd@   " @ ` n?" dd@   @@``PR    @ ` ` p>>  (    6. P  T Click to edit Master title style! !  0.   RClick to edit Master text styles Second level Third level Fourth level Fifth level!     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Request Check NOP (always return true) Install Submit PBS glide-in installation job to specialized adv. res. queueZkZ ZZZZ ZDZk   Db3#  k Batch ControlleddQuery Performs an algorithm to determine probability of meeting the slot requirement through regular batch queue BindInit Use values calculated from  query for job dimensions and time to wait before submission Check When  time to wait has elapsed, return true Install Submit PBS glide-in installation jobZkZ ZYZZ-ZZ%Zk Y-  %,q    The AlgorithmRoutines  deadline is  seconds from now P = bqp_pred(machine, nodes, walltime, deadline) Algorithm h R  !1 >-  Batch Experiment75% is the target probability 356 total requests 257 total batch submissions 99 requests resulted in initial  not possible response 192 slots successfully acquired 257 * .75 = 193 Choose last acceptable time to minimize wasteRMZ8Z^ZM8]   Near Term Experiments1Try other probability levels Try other deadlines 12  PBS Glide-inBasic batch queue system assumes one-to-one mapping of job to resource set (slot) Idea: once a single  slot has been acquired, install  personal res. manager and scheduler within it in order to support multiple jobs within single slot Have instrumented torque (PBS) to fulfill this task Plays the role that Condor would play as infrastructure scheduler PBS  glide-in Simpler, supports MPI, etc..!ZmZ!m PBS Overview  PBS Overview  PBS glide-in   PBS glide-in " PBS glide-in #PBS glide-in TODOWIn order to implement this, needed to disable some of PBS internal security features (drop privs, root check, priv ports, user auth checks, host auth checks) Streamline installation process (good but not great) Architecture discussion: one server per slot? One server for all slots on a single machine? Requires reworking torque software a bitF/Z)Z&),Z $Slot Acquisition StatusBQP  virtual advanced reservation system in place PBS glide-in working on all machines Dan has access to Need to investigate advanced reservation interface(s) Need to figure out how to properly submit PBS jobs using GRAMZ(!Thanks! Questions?)"Statistics TODOMore reactive change point detection Machine down time constitutes a change point we can detect better Better understanding of autocorrelation and quantiles Non-statistical case One user submits 20,000 single processor jobsb%x.%B5 . C*#Current Cluster StatusN  P ( |  l  C kP     0k00  : ^B  6D^B  6D` `   <kj Query  <k@ P9`  Bind^B  6D ^B  @ 6D   <k^  = Is available?  <kAF2 ( ; probability   0k`  7Query()^B  6D    <kQ F 8  = Initiate bind  BCDEF``@  p  0   BCDEFH00H@    P   <Pk   9 Bind yet?   <pkP e $ @True/false/abort  0j   T BindInit()    0j   7Check()^B  6D0 0  0.p P 9 Install()    0.0 P :   BP.< < Slot Manager $  <0.pt  r Install PBS glide-in when time!!H  0޽h ? 33  7/0(  0r 0 S /   r 0 S /   ` 0 c $A ??@   0 </` Z  7nowdB 0 <DjJ@PP  0 <`/ |  D0.75 submit timedB 0 <DjJ`pp` H 0 0޽h ? 33     H7 ( u`  Hr H S @/P    H 0P.pp0  : PBS Server   H 0.pP   S PBS Sched   H 0PF p  7PBS Mom H 0PF pP 5node1 H 0QF   7PBS Mom H 0pRF  P 5node2  H 00SF 0   7PBS Mom  H 0SF 0 P 5node3  H 0TF @  7PBS Mom  H 0pUF @P 5node4^B  H@ 6DP  H B70VF_Y[  ZTransfer scriptA ^B H 6DM*JM H <WF  pqsub  scriptA  ^B H 6D` ^B H@ 6D`  H HYFGHj 0` p$scriptA gets node1, node2, and node3%%H H 0޽h ?H 33b     T ( ( Ȕ Tr T S @/P    T 0Fpp0  : PBS Server   T 0`FpP   S PBS Sched   T 0F p  7PBS Mom T 0`F pP 5node1 T 0 F   7PBS Mom T 0F  P 5node2  T 0F 0   7PBS Mom  T 0`F 0 P 5node3  T 0 F @  7PBS Mom  T 0F @P 5node4  T 0FpP IscriptA  T <FP d  Issh cmd  T B`CDEF0 0@(`@    T 0F  P Ecmd ^B T 6D T <F@Tt Issh cmd  T 0@F0 P Ecmd H T 0޽h ? 33   2 * l (  lr l S [F`0    l 0P0G0p0  : PBS Server   l 00G0P  S PBS Sched   l 002G p 7PBS Mom l 02Gp` 5node1 l 03G    7PBS Mom l 0p4G  ` 5node2  l 005G 0  7PBS Mom  l 05G0 ` 5node3  l 06G @ 7PBS Mom  l 0p7G@` 5node4dB l <D` ^B l@ 6D l B[08G0 B pglide.pbs^B l 6D`@ l <:G` cqsub pglide.pbs H l 0޽h ? 33r0_= k-{Ӌ=;=Ǣ+ϰRdO)$@PicturesPowerPoint Document(y#SummaryInformation(T     % !"#^-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWX[]DocumentSummaryInformation8Current UserM oelbeld ReservationBatch ControlledThe AlgorithmBatch ExperimentNear Term Experiments PBS Glide-in PBS Overview PBS Overview PBS glide-in PBS glide-in PBS glide-inPBS glide-in TODOSlot Acquisition StatusThanks!Statistics TODOCurrent Cluster Status  Fonts UsedDesign TemplateEmbedded OLE Servers Slide Titles'_{Charles KoelbelCharles K