@incollection{, E273F4132071BD6D10132440FB6220A4 , author={{LeszekSliwko} and {Axis Applications Limited}}, journal={{Global Journal of Computer Science and Technology}}, journal={{GJCST}}0975-41720975-435010.34257/gjcst, address={Cambridge, United States}, publisher={Global Journals Organisation}1912540 } @incollection{b0, , title={{Marathon: A container orchestration platform for Mesos and DC/OS}} 0.19.0. 2 , journal={{Aurora}} , year={December 5. 2018. January 10. 2018. February 7. 2018} , publisher={Mesosphere, Inc} , note={References Références Referencias 1} } @book{b1, , title={{Maui Administrator's Guide}} , year={May 16. 2002. November 5. 2014} , publisher={Adaptive Computing Enterprises, Inc} , note={Version 3.2} } @book{b2, , title={{Nomad -Easily Deploy Applications at Any Scale}} , year={March 19. 2018} , note={Version 0.7.1} } @book{b3, , title={{Adaptive Computing Enterprises, Inc}} , year={November 2015. November 15. 2016} , note={Administration Guide 5.1.2} } @book{b4, , title={{An opportunity cost approach for job assignment in a scalable computing cluster}} , author={{ YairAmir } and { BaruchAwerbuch } and { AmnonBarak } and { RSeanBorgstrom } and { ArieKeren }} , year={2000} 11 } @book{b5, , title={{Operating systems: Three easy pieces}} , author={{ Arpaci-Dusseau } and { HRemzi } and { AndreaCArpaci-Dusseau }} , year={2015} , publisher={Arpaci-Dusseau Books} } @book{b6, , title={{Web search for a planet: The Google cluster architecture}} , author={{ LuizBarroso } and { JeffreyAndré } and { UrshölzleDean }} , year={2003} 23 } @incollection{b7, , title={{Average-case and smoothed competitive analysis of the multilevel feedback algorithm}} , author={{ LBecchetti } and { StefanoLeonardi } and { AlbertoMarchetti-Spaccamela } and { GuidoSchäfer } and { Tjarkvredeveld }} , journal={{Mathematics of Operations Research}} 31 1 , year={2006} } @incollection{b8, , title={{A case for NUMA-aware contention management on multicore systems}} , author={{ SergeyBlagodurov } and { SergeyZhuravlev } and { AlexandraFedorova } and { AliKamali }} , booktitle={{Proceedings of the 19th international conference on Parallel architectures and compilation techniques}} the 19th international conference on Parallel architectures and compilation techniques , publisher={ACM} , year={2010} } @incollection{b9, , title={{The Portable Batch Scheduler and the Maui Scheduler on Linux Clusters}} , author={{ Bode } and { DavidMBrett } and { RickyHalstead } and { ZhouKendall } and { DavidLei } and { Jackson }} , booktitle={{Annual Linux Showcase & Conference}} , year={2000} } @incollection{b10, , title={{A queueing analysis of max-min fairness, proportional fairness and balanced fairness}} , author={{ ThomasBonald } and { LaurentMassoulié } and { AlexandreProutiere } and { Jormavirtamo }} , journal={{Queueing systems}} 53 1 , year={2006} } @incollection{b11, , title={{Apollo: Scalable and Coordinated Scheduling for Cloud-Scale Computing}} , author={{ EricBoutin } and { WeiJaliyaekanayake } and { BingLin } and { JingrenShi } and { ZhengpingZhou } and { MingQian } and { LidongWu } and { Zhou }} , booktitle={{OSDI}} , year={2014} 14 } @incollection{b12, , title={{HaLoop: Efficient iterative data processing on large clusters}} , author={{ YingyiBu } and { BillHowe } and { MagdalenaBalazinska } and { MichaelDErnst }} , booktitle={{Proceedings of the VLDB Endowment}} the VLDB Endowment , year={2010} 3 } @book{b13, , title={{Operating system support for simultaneous multithreaded processors}} , author={{ JamesRBulpin }} No. UCAM-CL-TR-619 , year={2005} University of Cambridge, Computer Laboratory } @incollection{b14, , title={{}} , author={{ BrendanBurns } and { BrianGrant } and { DavidOppenheimer } and { EricBrewer } and { JohnWilkes } and { ;Borg } and { Omega } and { Kubernetes }} , journal={{Communications of the ACM}} 59 5 , year={2016} } @incollection{b15, , title={{Distributed Scheduler Hell}} , author={{ MatthewCampbell }} , booktitle={{DigitalOcean. SREcon17 Asia/Australia}} , year={May 24, 2017} } @incollection{b16, , title={{An experimental time-sharing system}} , author={{ FernandoJCorbató } and { MarjorieMerwin-Daggett } and { RobertCDaley }} , booktitle={{Proceedings of the}} the , publisher={ACM} , year={May 1-3, 1962. 1962} , note={spring joint computer conference} } @incollection{b17, , title={{The staircase scheduler}} , author={{ JonathanCorbet }} , booktitle={{LWN.net}} , year={June 2, 2004. September 25, 2017} } @incollection{b18, , title={{The Rotating Staircase Deadline Scheduler}} , author={{ JonathanCorbet }} , booktitle={{LWN.net. March}} , year={2007. September 25, 2017} 6 } @incollection{b19, , title={{Spanner: Google's globally distributed database}} , author={{ JamesCCorbett } and { JeffreyDean } and { MichaelEpstein } and { AndrewFikes } and { ChristopherFrost } and { JeffreyJohnFurman } and { SanjayGhemawat }} , journal={{ACM Transactions on Computer Systems (TOCS)}} 31 3 8 , year={2013} } @incollection{b20, , title={{MapReduce: a flexible data processing tool}} , author={{ JeffreyDean } and { SanjayGhemawat }} , journal={{Communications of the ACM}} 53 1 , year={2010} } @incollection{b21, , title={{What every programmer should know about memory}} , author={{ UlrichDrepper }} , journal={{Red Hat, Inc}} 11 2007 , year={2007} } @book{b22, , title={{A short survey of commercial cluster batch schedulers}} , author={{ YoavEtsion } and { DanTsafrir }} , year={2005} 44221 School of Computer Science and Engineering, the Hebrew University of Jerusalem } @incollection{b23, , title={{Globus: A metacomputing infrastructure toolkit}} , author={{ IanFoster } and { CarlKesselman }} , journal={{The International Journal of Supercomputer Applications and High Performance Computing}} 11 2 , year={1997} } @incollection{b24, , title={{The anatomy of the grid: Enabling scalable virtual organizations}} , author={{ IanFoster } and { CarlKesselman } and { StevenTuecke }} , journal={{The International Journal of High Performance Computing Applications}} 15 3 , year={2001} } @book{b25, , title={{}} , author={{ Gabriel } and { GrahamEEdgar } and { GeorgeFagg } and { Bosilca } and { JackJTharaangskun } and { Dongarra } and { MJeffrey }} } @incollection{b26, , title={{Open MPI: Goals, concept, and design of a next generation MPI implementation}} , author={{ VishalSquyres } and { Sahay }} , booktitle={{European Parallel Virtual Machine/Message Passing Interface Users' Group Meeting}} Berlin Heidelberg , publisher={Springer} , year={2004} } @incollection{b27, , title={{Sun grid engine: Towards creating a compute power grid}} , author={{ WolfgangGentzsch }} , booktitle={{Proceedings. First IEEE/ACM International Symposium on}} First IEEE/ACM International Symposium on , publisher={IEEE} , year={2001. 2001} , note={Cluster Computing and the Grid} } @incollection{b28, , title={{The Google file system}} , author={{ SanjayGhemawat } and { HowardGobioff } and { Shun-TakLeung }} , booktitle={{ACM SIGOPS operating systems review}} , publisher={ACM} , year={2003} 37 } @book{b29, , title={{Dron: An Integration Job Scheduler}} , author={{ IGog Imperial College London }} , year={2012} } @incollection{b30, , title={{The Mentat run-time system: support for medium grain parallel computation}} , author={{ AndrewSGrimshaw }} , booktitle={{Distributed Memory Computing Conference}} , publisher={IEEE} , year={1990. 1990} 2 , note={Proceedings of the Fifth} } @book{b31, , title={{Legion: The next logical step toward a nationwide virtual computer}} , author={{ AndrewSGrimshaw } and { AWilliam } and { JamesCWulf } and { AlfredCFrench } and { PaulWeaver } and { ReynoldsJr }} CS-94-21 , year={1994} University of Virginia , note={Technical Report} } @book{b32, , title={{BFS vs. CFS -Scheduler Comparison}} , author={{ TaylorGroves } and { JeffKnockel } and { EricSchulte }} , year={11 December 2009} The University of New Mexico } @book{b33, , title={{Evaluation of jobscheduling strategies for grid computing}} , author={{ Hamscher } and { UweVolker } and { AchimSchwiegelshohn } and { RaminyahyapourStreit }} GRID 2000 , year={2000} } @book{b34, , title={{Win32 systems programming}} , author={{ JohnsonMHart }} , year={1997} , publisher={Addison-Wesley Longman Publishing Co., Inc} } @book{b35, , title={{Cosmos: Big Data and Big Challenges}} , author={{ PatHelland } and { HarrisEd }} , year={October 26, 2011} Stanford University } @incollection{b36, , title={{Mesos: A Platform for Fine-Grained Resource Sharing in the Data Center}} , author={{ BenjaminHindman } and { AndyKonwinski } and { MateiZaharia } and { AliGhodsi } and { AnthonyDJoseph } and { RandyHKatz } and { ScottShenker } and { IonStoica }} , booktitle={{NSDI}} , year={2011. 2011} 11 } @incollection{b37, , title={{Dryad: distributed data-parallel programs from sequential building blocks}} , author={{ MichaelIsard } and { MihaiBudiu } and { YuanYu } and { AndrewBirrell } and { DennisFetterly }} , booktitle={{ACM SIGOPS operating systems review}} , publisher={ACM} , year={2007} 41 } @incollection{b38, , title={{Quincy: fair scheduling for distributed computing clusters}} , author={{ MichaelIsard } and { VijayanPrabhakaran } and { JonCurrey } and { UdiWieder } and { KunalTalwar } and { AndrewGoldberg }} , booktitle={{Proceedings of the ACM SIGOPS 22nd symposium on Operating systems principles}} the ACM SIGOPS 22nd symposium on Operating systems principles , publisher={ACM} , year={2009} } @incollection{b39, , title={{Core algorithms of the Maui scheduler}} , author={{ DavidJackson } and { QuinnSnell } and { MarkClement }} , booktitle={{Workshop on Job Scheduling Strategies for Parallel Processing}} Berlin, Heidelberg , publisher={Springer} , year={2001} } @incollection{b40, , title={{Inside the Linux 2.6 Completely Fair Scheduler -Providing fair access to CPUs since 2.6.23}} , author={{ MJones } and { Tim }} , booktitle={{IBM Developer Works}} , year={December 15, 2009} } @incollection{b41, , title={{Workload management with LoadLeveler}} , author={{ Kannan } and { MarkSubramanian } and { PeterRoberts } and { DaveMayes } and { JosephFBrelsford } and { Skovira }} , journal={{IBM Redbooks}} 2 2 , year={2001} } @incollection{b42, , title={{A fair share scheduler}} , author={{ JudyKay } and { PiersLauder }} , journal={{Communications of the ACM}} 31 1 , year={1988} } @incollection{b43, , title={{The Use of Incremental Schedule-based Approach for Efficient Job Scheduling}} , author={{ DaliborKlusá?ek } and { HanaRudová }} , booktitle={{Sixth Doctoral Workshop on Mathematical and Engineering Methods in Computer Science}} , year={2010} } @incollection{b44, , title={{Optimizing user oriented job scheduling within TORQUE}} , author={{ DaliborKlusá?ek } and { VáclavChlumský } and { HanaRudová }} , booktitle={{Super Computing the 25th International Conference for High Performance Computing, Networking, Storage and Analysis (SC'13)}} , year={2013} } @book{b45, , title={{MuQSS version 0.114." -ck hacking}} , author={{ ConKolivas }} linux-4.8-ck2 , year={October 21. 2016. December 8, 2016} } @incollection{b46, , title={{A taxonomy and survey of grid resource management systems for distributed computing}} , author={{ KlausKrauter } and { RajkumarBuyya } and { MuthucumaruMaheswaran }} , journal={{Software: Practice and Experience}} 32 2 , year={2002} } @incollection{b47, , title={{Twitter Heron: Stream processing at scale}} , author={{ SanjeevKulkarni } and { NikunjBhagat } and { MaosongFu } and { ChristopherVikaskedigehalli } and { SaileshKellogg } and { JigneshMMittal } and { KarthikPatel } and { SiddarthRamasamy } and { Taneja }} , booktitle={{Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data}} the 2015 ACM SIGMOD International Conference on Management of Data , publisher={ACM} , year={2015} } @incollection{b48, , title={{The part-time parliament}} , author={{ LeslieLamport }} , journal={{ACM Transactions on Computer Systems (TOCS)}} 16 2 , year={1998} } @incollection{b49, , title={{Energy management for mapreduce clusters}} , author={{ WillisLang } and { MJignesh } and { Patel }} , booktitle={{Proceedings of the VLDB Endowment}} the VLDB Endowment , year={2010} 3 } @incollection{b50, , title={{Advanced Scheduling in Kubernetes}} , author={{ IanLewis } and { DavidOppenheimer }} , journal={{Kubernetes.io. Google, Inc}} , year={March 31, 2017. January 4. 2018} } @incollection{b51, , title={{Condor-a hunter of idle workstations}} , author={{ MichaelJLitzkow } and { MattWMironlivny } and { Mutka }} , booktitle={{8th International Conference on}} , publisher={IEEE} , year={1988. 1988} , note={Distributed Computing Systems} } @incollection{b52, , title={{D-Storm: Dynamic Resource-Efficient Scheduling of Stream Processing Applications}} , author={{ XunyunLiu } and { RajkumarBuyya }} , booktitle={{2017 IEEE 23rd International Conference on}} , publisher={IEEE} , year={2017} , note={Parallel and Distributed Systems (ICPADS} } @incollection{b53, , title={{The Linux scheduler: a decade of wasted cores}} , author={{ Jean-PierreLozi } and { BaptisteLepers } and { JustinFunston } and { FabienGaud } and { VivienQuéma } and { AlexandraFedorova }} , booktitle={{Proceedings of the Eleventh European Conference on Computer Systems}} the Eleventh European Conference on Computer Systems , publisher={ACM} , year={2016} 1 } @book{b54, , title={{A Storm is coming: more details and plans for release}} , author={{ NathanMarz }} , year={August 4, 2011. July 16. 2018} , publisher={Twitter, Inc} , note={Engineering Blog} } @incollection{b55, , title={{Evaluating the effectiveness of model-based power characterization}} , author={{ JohnCMccullough } and { YuvrajAgarwal } and { JaideepChandrashekar } and { SathyanarayanKuppuswamy } and { AlexCSnoeren } and { RajeshKGupta }} , booktitle={{USENIX Annual Technical Conf}} , year={2011} 20 } @incollection{b56, , title={{An approach for characterizing workloads in google cloud to derive realistic resource utilization models}} , author={{ IsmaelMoreno } and { PeterSolis } and { PaulGarraghan } and { JieTownend } and { Xu }} , booktitle={{IEEE 7th International Symposium on}} , publisher={IEEE} , year={2013. 2013} } @incollection{b57, , title={{CIEL: a universal execution engine for distributed data-flow computing}} , author={{ DerekGMurray } and { MalteSchwarzkopf } and { ChristopherSmowton } and { StevenSmith } and { AnilMadhavapeddy } and { StevenHand }} , booktitle={{Proc. 8th ACM/USENIX Symposium on Networked Systems Design and Implementation}} 8th ACM/USENIX Symposium on Networked Systems Design and Implementation , year={2011} } @incollection{b58, , title={{Building a virtual system of systems using Docker Swarm in multiple clouds}} , author={{ NitinNaik }} , booktitle={{Systems Engineering (ISSE), 2016 IEEE International Symposium on}} , publisher={IEEE} , year={2016} } @incollection{b59, , title={{Completely fair scheduler}} , author={{ ChandandeepPabla } and { Singh }} , journal={{Linux Journal}} 184 4 , year={2009. 2009} } @incollection{b60, , title={{Saving energy by exploiting residual imbalances on iterative applications}} , author={{ EdsonLPadoin } and { MárcioCastro } and { LaércioLPilla } and { OAPhilippe } and { Jean-FrançoisNavaux } and { Méhaut }} , booktitle={{High Performance Computing (HiPC), 2014 21st International Conference on}} , publisher={IEEE} , year={2014} } @incollection{b61, , title={{Effects of topology-aware allocation policies on scheduling performance}} , author={{ JosePascual } and { JavierNavaridas } and { JoseMiguel-Alonso }} , booktitle={{Job Scheduling Strategies for Parallel Processing}} Berlin/Heidelberg , publisher={Springer} , year={2009} } @incollection{b62, , title={{A review on task performance prediction in multi-core based systems}} , author={{ Pinel } and { JohnatanEFrédéric } and { PascalPecero } and { SameeUBouvry } and { Khan }} , booktitle={{Computer and Information Technology (CIT)}} , year={2011} } @book{b63, , title={{IEEE 11th International Conference on}} , publisher={IEEE} , year={2011} } @incollection{b64, , title={{Load balancing and unbalancing for power and performance in clusterbased systems}} , author={{ EduardoPinheiro } and { RicardoBianchini } and { EnriqueVCarrera } and { TaliverHeath }} , booktitle={{Workshop on compilers and operating systems for low power}} , year={2001} 180 } @incollection{b65, , title={{A simulation model for grid scheduling analysis and optimization}} , author={{ Pop } and { Florin } and { GavrilCipriandobre } and { ValentinGodza } and { Cristea }} , booktitle={{ELEC 2006. International Symposium on}} , publisher={IEEE} , year={2006. 2006} } @incollection{b66, , title={{Is High Performance Computing (HPC) Ready to Handle Big Data}} , author={{ BiplobRRay } and { MorshedChowdhury } and { UsmanAtif }} , booktitle={{In International Conference on Future Network Systems and Security}} Cham , publisher={Springer} , year={2017} } @incollection{b67, , title={{A taxonomy and survey on scheduling algorithms for scientific workflows in IaaS cloud computing environments}} , author={{ MariaAlejandraRodriguez } and { RajkumarBuyya }} , journal={{Concurrency and Computation: Practice and Experience}} 29 8 , year={2017} } @incollection{b68, , title={{Cool" Load Balancing for High Performance Computing Data Centers}} , author={{ OsmanSarood } and { PhilMiller } and { EhsanTotoni } and { LaxmikantVKale }} , journal={{IEEE Transactions on Computers}} 61 12 , year={2012} } @incollection{b69, , title={{Omega: flexible, scalable schedulers for large compute clusters}} , author={{ MalteSchwarzkopf } and { AndyKonwinski } and { MichaelAbd-El-Malek } and { JohnWilkes }} , booktitle={{Proceedings of the 8th ACM European Conference on Computer Systems}} the 8th ACM European Conference on Computer Systems , publisher={ACM} , year={2013} } @incollection{b70, , title={{Efficient fair queueing using deficit round robin}} , author={{ MadhavapeddiShreedhar } and { GeorgeVarghese }} , booktitle={{ACM SIGCOMM Computer Communication Review}} , publisher={ACM} , year={1995} 25 } @book{b71, , title={{New York Stock Exchange Oracle Exadata -Our Journey}} , author={{ AjitSingh }} , year={November 17, 2017. June 28. 2018} , publisher={Oracle, Inc} } @incollection{b72, , title={{A Scalable Service Allocation Negotiation For Cloud Computing}} , author={{ LeszekSliwko }} , journal={{Journal of Theoretical and Applied Information Technology}} 96 , year={2018} } @incollection{b73, , title={{Taxonomies of workflow scheduling problem and techniques in the cloud}} , author={{ SuchaSmanchat } and { KanchanaViriyapant }} , journal={{Future Generation Computer Systems}} 52 , year={2015} } @incollection{b74, , title={{Metacomputing}} , author={{ LarrySmarr } and { CharlesECatlett }} , booktitle={{Grid Computing: Making the Global Infrastructure a Reality}} , year={2003} } @book{b75, , title={{Distributed computing in practice: the Condor experience}} , author={{ DouglasThain } and { ToddTannenbaum } and { Mironlivny }} , year={2005} 17 , note={Concurrency and computation: practice and experience} } @book{b76, , title={{Re: Just a second ?" The Linux Kernel Mailing List}} , author={{ LinusTorvalds }} , year={December 15. 2001. September 27, 2017} } @incollection{b77, , title={{Storm , Twitter}} , author={{ AnkitToshniwal } and { SiddarthTaneja } and { AmitShukla } and { KarthikRamasamy } and { JigneshMPatel } and { SanjeevKulkarni } and { JasonJackson }} , booktitle={{Proceedings of the 2014 ACM SIGMOD international conference on Management of data}} the 2014 ACM SIGMOD international conference on Management of data , publisher={ACM} , year={2014} } @incollection{b78, , title={{A Survey on Scheduling Algorithms for Parallel and Distributed Systems}} , author={{ RinkiTyagi } and { Santosh KumarGupta }} , booktitle={{Silicon Photonics & High Performance Computing}} Singapore , publisher={Springer} , year={2018} } @incollection{b79, , title={{Apache hadoop yarn: Yet another resource negotiator}} , author={{ VinodVavilapalli } and { ArunCKumar } and { ChrisMurthy } and { SharadDouglas } and { MahadevAgarwal } and { RobertKonar } and { ThomasEvans } and { Graves }} , booktitle={{Proceedings of the 4th annual Symposium on Cloud Computing}} the 4th annual Symposium on Cloud Computing , publisher={ACM} , year={2013} 5 } @incollection{b80, , title={{Large-scale cluster management at Google with Borg}} , author={{ AbhishekVerma } and { LuisPedrosa } and { MadhukarKorupolu } and { DavidOppenheimer } and { EricTune } and { JohnWilkes }} , booktitle={{Proceedings of the Tenth European Conference on Computer Systems}} the Tenth European Conference on Computer Systems , publisher={ACM} , year={2015} 18 } @book{b81, , title={{Hadoop: The definitive guide}} , author={{ TomWhite }} , year={2012} , publisher={Reilly Media, Inc} } @incollection{b82, , title={{Fairness and interactive performance of O(1) and cfslinux kernel schedulers}} , author={{ CSWong } and { IK TTan } and { RDKumari } and { JWLam } and { WFun }} , booktitle={{Information Technology, 2008. International Symposium on}} , publisher={IEEE} , year={2008} 4 } @incollection{b83, , title={{Scheduling pods on nodes}} , author={{ DeepakVohra }} , booktitle={{Kubernetes Management Design Patterns}} Berkeley, CA , publisher={Apress} , year={2017} } @book{b84, , title={{Scaling the Facebook data warehouse to 300 PB}} , author={{ PamelaVagata } and { KevinWilfong }} , year={April 10. 2014. June 28. 2018} , publisher={Facebook, Inc} } @incollection{b85, , title={{Slurm: Simple linux utility for resource management}} , author={{ AndyBYoo } and { AMorris } and { MarkJette } and { Grondona }} , booktitle={{Workshop on Job Scheduling Strategies for Parallel Processing}} } @book{b86, , title={{}} , author={{ Springer }} , year={2003} , address={Berlin, Heidelberg} } @incollection{b87, , title={{A taxonomy of scientific workflow systems for grid computing}} , author={{ JiaYu } and { RajkumarBuyya }} , journal={{ACM Sigmod Record}} 34 3 , year={2005} } @book{b88, , title={{Job scheduling for multi-user mapreduce clusters}} , author={{ MateiZaharia } and { DhrubaBorthakur } and { JSenSarma }} UCB/EECS-2009-55 , year={2009} 47 EECS Department, University of California, Berkeley , note={Technical Report} , note={Khaled Elmeleegy, Scott Shenker, and Ion Stoica} } @book{b89, , title={{Spark: Cluster computing with working sets}} , author={{ MateiZaharia } and { MosharafChowdhury } and { MichaelJFranklin } and { ScottShenker } and { IonStoica }} , year={2010} 10 95 } @incollection{b90, , title={{Resilient distributed datasets: A fault-tolerant abstraction for in-memory cluster computing}} , author={{ MateiZaharia } and { MosharafChowdhury } and { TathagataDas } and { AnkurDave } and { JustinMa } and { MurphyMccauley } and { MichaelJFranklin } and { ScottShenker } and { IonStoica }} , booktitle={{Proceedings of the 9th USENIX conference on Networked Systems Design and Implementation}} the 9th USENIX conference on Networked Systems Design and Implementation , publisher={USENIX Association} , year={2012} } @incollection{b91, , title={{Energy efficient computing, clusters, grids and clouds: A taxonomy and survey}} , author={{ MuhammadZakarya } and { LeeGillam }} , journal={{Sustainable Computing: Informatics and Systems}} 14 , year={2017} } @book{b92, , title={{Spark in Action}} , author={{ PetarZecevic } and { MarkoBonaci }} , year={2016} } @incollection{b93, , title={{Fuxi: a fault-tolerant resource management and job scheduling system at internet scale}} , author={{ ZhuoZhang } and { ChaoLi } and { YangyuTao } and { RenyuYang } and { HongTang } and { JieXu }} , booktitle={{Proceedings of the VLDB Endowment}} the VLDB Endowment , year={2014} 7 }