%PDF-1.4 % 1 0 obj << /S /GoTo /D (section.1) >> endobj 4 0 obj (Introduction) endobj 5 0 obj << /S /GoTo /D (section.2) >> endobj 8 0 obj (Motivation) endobj 9 0 obj << /S /GoTo /D (section.3) >> endobj 12 0 obj (Corraldesign principles) endobj 13 0 obj << /S /GoTo /D (subsection.3.1) >> endobj 16 0 obj (System architecture) endobj 17 0 obj << /S /GoTo /D (subsection.3.2) >> endobj 20 0 obj (Design considerations) endobj 21 0 obj << /S /GoTo /D (subsection.3.3) >> endobj 24 0 obj (Solution approach) endobj 25 0 obj << /S /GoTo /D (section.4) >> endobj 28 0 obj (Offline planning in Corral) endobj 29 0 obj << /S /GoTo /D (subsection.4.1) >> endobj 32 0 obj (Problem formulation) endobj 33 0 obj << /S /GoTo /D (subsection.4.2) >> endobj 36 0 obj (Planning heuristics) endobj 37 0 obj << /S /GoTo /D (subsection.4.3) >> endobj 40 0 obj (Latency response functions) endobj 41 0 obj << /S /GoTo /D (subsection.4.4) >> endobj 44 0 obj (Complexity) endobj 45 0 obj << /S /GoTo /D (subsection.4.5) >> endobj 48 0 obj (Accounting for data \(im\)balance.) endobj 49 0 obj << /S /GoTo /D (section.5) >> endobj 52 0 obj (Implementation) endobj 53 0 obj << /S /GoTo /D (section.6) >> endobj 56 0 obj (Evaluation) endobj 57 0 obj << /S /GoTo /D (subsection.6.1) >> endobj 60 0 obj (Methodology) endobj 61 0 obj << /S /GoTo /D (subsection.6.2) >> endobj 64 0 obj (MapReduce workloads) endobj 65 0 obj << /S /GoTo /D (subsubsection.6.2.1) >> endobj 68 0 obj (Batch scenario) endobj 69 0 obj << /S /GoTo /D (subsubsection.6.2.2) >> endobj 72 0 obj (Online scenario) endobj 73 0 obj << /S /GoTo /D (subsection.6.3) >> endobj 76 0 obj (DAG workloads) endobj 77 0 obj << /S /GoTo /D (subsection.6.4) >> endobj 80 0 obj (Scheduling ad hoc jobs) endobj 81 0 obj << /S /GoTo /D (subsection.6.5) >> endobj 84 0 obj (Sensitivity analysis) endobj 85 0 obj << /S /GoTo /D (subsection.6.6) >> endobj 88 0 obj (Using Corralwith flow-level schedulers) endobj 89 0 obj << /S /GoTo /D (section.7) >> endobj 92 0 obj (Discussion) endobj 93 0 obj << /S /GoTo /D (section.8) >> endobj 96 0 obj (Related work) endobj 97 0 obj << /S /GoTo /D (section.9) >> endobj 100 0 obj (Conclusion) endobj 101 0 obj << /S /GoTo /D (section.10) >> endobj 104 0 obj (References) endobj 105 0 obj << /S /GoTo /D (appendix.A) >> endobj 108 0 obj (LP Relaxation) endobj 109 0 obj << /S /GoTo /D [110 0 R /Fit ] >> endobj 131 0 obj << /Length 4842 /Filter /FlateDecode >> stream xڥZ[D~Wx#cJ+Y``a7NnkǖLRԭz9O*eݫefUĬLalWoV&M(Wi`4Vwn^}ؼZ+j {WMP7_ڤַ]mB&!nt4PCu7tQp(!s_i085`6?\L!~jƦ~%2?Y:8+oe,cW67q~bb~i(nCxi:jtMM'}i1M jr_- Ao,~̬6&HMeE 3?svo~([~S|KoӶuaNZ?MpN&Hgs)#U=f\OsG`,g?60{Y@{#P[kK!m\㩨o3?G񱵼ˮۛ:"/HÆ~`k}퇮()^A$aB0Ru;E&ʊʡG[@L ZC ǰ‘mn~Fﶾ;Qz_)tQꕇs/2#:V 7]qfܼ=)(ڊnZ]%ҼlK֍lx:T EOhvW<;~zI{tā-Mx6zAO&r D1In@)r +#v땚ۮv5fo39 du1h:UNcfҹz_k 7ґy)8@ ̻ R*3{ZN%$4$i0YC^AơUZ>8\;2Xr`KɬMws8Pll+R$7w˽4o@-t>E|ObuQSqBi'xHGNnnW7@{ڄ}r(`I~Y᫬zEaJ &af;"zh˚m!V$"TM+%樵\@8eqXfn6VֵX A|/ {bt j_IsJձ[{za7r! sSxq%OzAAS7ù&w#&shO]Idim'a:榩‡E#Jci& z=`{!b蜳Eޜ3̎b !I!wmɢ/FƲHUU~NPs,hGZ3.Q'DJȉQ4ZPm'7)jk8h'OrgL6ZIcLP ,u<ҶeC?Ae@jyOfQI,6PT"YyH$Z$CK5"Ԥ:ڎ%۴XVEDNU%xQV8 t@@bǢd6wqQ " Ğ8KE4iG +s\0@S|BHH|h]Qs0̅W@1 IH;n诤z!JQ'OY'qga@T`F؄ iiHjB)/HDBC}ddeTqx`/7Mv1d!q|UD(ȟP*:s(vΓXc u 9 8тKaρIǑ'ϳQ&!jYY +i/dXj3lau8e_d"uUg'VJ |[4?h'2Y/T D$[י:{=]\vW1(^N7QĻoȊJGa6Qz=)7+o=krOxn:w!}/+ԈQuWCq*JٞjVAUVB'~&b;TDq3rm#ʐ֝QlC}ߵQ~9B~lwh57d ?76-εSLGh(0iXtH&ku";gYlQǪ+k:l/vb`7Κ"-{2QVEkauYMOq@3]` u+q<4w[yշ{;,6bL? 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