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krzysztof rządca

Hi and welcome to my home page. I am currently working as a visiting researcher at Google working on scheduling and resource management in Google Cloud. I am on leave from my faculty job - I'm an associate professor in the Institute of Informatics of the Faculty of Mathematics, Informatics and Mechanics, University of Warsaw, Poland, where I did my habilitation (HDR) in 2015.

Before joining UW, I was working as a research fellow (post-doc) in Anwitaman Datta's SANDS working group in the School of Computer Engineering (SCE) of the Nanyang Technological University (NTU), Singapore. I did my PhD on resource management in grids jointly in Laboratoire d'Informatique de Grenoble of Institut national polytechnique de Grenoble, France and Polish-Japanese Institute of Information Technology, Warsaw, Poland, as a French government fellow (co-tutelle grant). I graduated with a MSc from the Faculty of Electronics and Information Technology, Warsaw University of Technology, Poland.

I'm co-chairing Euro-Par 2020 in Warsaw, Poland. Hope to see you in August!

My CV

I'm interested in resource management and scheduling in large-scale distributed systems, such as clouds, datacenters or fogs.

I'm looking for a Master student (a 9-months scholarship funded by the Polish National Science Center). Apply by 20th April!

opal: optimization methods for of large-scale computational resources, a project founded by the Polish National Science Center (a 3-year Opus grant, October 2018-August 2021).

kassate: resource management in datacenters, a project founded by the Polish National Science Center (a 4-year Sonata grant, July 2013-December 2017).

Recent TPCs: IPDPS 2019; Supercomputing 2019; Euro-Par 2018 (scheduling track co-chair); AAAI 2018; BeyondMR 2018; IJCAI 2017; ICPP 2017; SPC 2017.

research

profiles: google scholar dblp

selected publications: (see the research page for the whole list)

  • K. Rzadca, P. Findeisen, J. Swiderski, P. Zych, P. Broniek, J. Kusmierek, P. Nowak, B. Strack, S. Hand, and J. Wilkes. Autopilot: workload autoscaling at google. In EuroSys'20: Proceedings of the Fifteenth EuroSys Conference (accepted). ACM, 2020. [ bib | DOI ]
  • F. Pascual and K. Rzadca. Optimizing egalitarian performance when colocating tasks with types for cloud data center resource management. IEEE Transactions on Parallel and Distributed Systems, 30(11):2523-2535, November 2019. [ bib | DOI | http ]
  • F. Pascual, K. Rzadca, and P. Skowron. Collective schedules: Scheduling meets computational social choice. In AAMAS'18, 2018. [ bib | http | Aussois slides  ]
  • F. Pascual and K. Rzadca. Colocating tasks in data centers using a side-effects performance model. European Journal of Operational Research, 2018. [ bib | DOI ]
  • M. Pacholczyk and K. Rzadca. Fair non-monetary scheduling in federated clouds. In CrossCloud'18, EuroSys Workshops, 2018. [ bib | DOI | http ]
  • P. Janus and K. Rzadca. SLO-aware colocation of data center tasks based on instantaneous processor requirements. In SoCC 2017, ACM Symposium on Cloud Computing. ACM, 2017. [ bib | DOI | http | pdf ]
  • F. Pascual and K. Rzadca. Optimizing egalitarian performance in the side-effects model of colocation for data center resource management. In Euro-Par 2017 Proceedings, 2017. [ bib | DOI | http | pdf ]
  • P. Skowron, K.. Rzadca, and A. Datta. Cooperation and competition when bidding for complex projects: Centralized and decentralized perspectives. IEEE Intelligent Systems, 2017. [ bib | DOI | http ]
  • G. Milka and K. Rzadca. Dfuntest: A testing framework for distributed applications. In PPAM 2017, International Conference on Parallel Processing and Applied Mathematics, LNCS. Springer, 2017. [ bib | DOI | http ]
  • K. Rzadca, A Datta, G. Kreitz, and S .Buchegger. Game-theoretic mechanisms to increase data availability in decentralized storage systems. ACM Transactions on Autonomous and Adaptive Systems, 2015. [ bib | DOI | pdf ]
  • P. Skowron and K. Rzadca. Geographically distributed load balancing with (almost) arbitrary load functions. In HiPC 2015, 22nd IEEE/ACM International Conference on High Performance Computing, 2015. [ bib | DOI | pdf ]
  • F. Pascual and K. Rzadca. Partition with side effects. In HiPC 2015, 22nd IEEE/ACM International Conference on High Performance Computing, 2015. [ bib | DOI | pdf ]
  • Y. Georgiou, D. Glesser, K. Rzadca, and D. Trystram. A scheduler-level incentive mechanism for energy efficiency in HPC. In CCGrid 2015, 15th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, 2015. [ bib |DOI |pdf ]
  • P. Skowron and K. Rzadca. Flexible replica placement for optimized p2p backup on heterogeneous, unreliable machines. Concurrency and Computation: Practice and Experience, 2015. [ bib | DOI | http | pdf ]
  • P. Skowron, K Rzadca, and A Datta. People are processors: Coalitional auctions for complex projects (extended abstract). In AAMAS 2014, 13th International Conference on Autonomous Agents and Multiagent Systems, pages 1525-1526, 2014. [ bib | http | pdf ]
  • P. Skowron and K. Rzadca. Non-monetary fair scheduling - a cooperative game theory approach. In SPAA 2013, 25th ACM Symposium on Parallelism in Algorithms and Architectures, 2013. [ bib | http | pdf ]
  • P. Skowron and K. Rzadca. Network delay-aware load balancing in selfish and cooperative distributed systems. In HCW 2013 (in conjunction with IPDPS), 2013. [ bib | http | pdf ]
  • P. Skowron and K. Rzadca. Exploring heterogeneity of unreliable machines for p2p backup. In HPCS 2013, International Conference on High Performance Computing & Simulation, 2013. [ bib | pdf ]
  • J. Emeras, V. Pinheiro, K. Rzadca, and D. Trystram. Ostrich: Fair scheduling for multiple submissions. In PPAM 2013, International Conference on Parallel Processing and Applied Mathematics, LNCS. Springer, 2013. [ bib | pdf ]
  • P. Skowron and K. Rzadca. Fair share is not enough: measuring fairness in scheduling with cooperative game theory. In PPAM 2013, International Conference on Parallel Processing and Applied Mathematics, LNCS. Springer, 2013. [ bib | pdf ]
  • V. Pinheiro, K. Rzadca, and D. Trystram. Campaign scheduling. In IEEE International Conference on High Performance Computing (HiPC), Proceedings, 2012. [ bib | pdf ]
  • L. Xin, A. Datta, and K. Rzadca. Trust beyond reputation: A computational trust model based on stereotypes. Electronic Commerce Research and Applications, 2012. [ bib | DOI | http ]
  • P.-F Dutot, F. Pascual, K. Rzadca, and D. Trystram. Approximation algorithms for the multi-organization scheduling problem. IEEE Transactions on Parallel and Distributed Systems, 22:1888 - 1895, 2011. [ bib | pdf ]
  • K. Rzadca, A. Datta, and S. Buchegger. Replica placement in p2p storage: Complexity and game theoretic analyses. In ICDCS 2010, The 30th International Conference on Distributed Computing Systems, Proceedings, 2010. [ bib | DOI | pdf ]
  • K. Rzadca, J. Tan Teck, and A. Datta. Multi-objective optimization of multicast overlay for collaborative applications. Computer Networks, 54(12):1986-2005, 2010. [ bib | DOI | pdf ]
  • K. Rzadca and D. Trystram. Promoting cooperation in selfish computational grids. European Journal of Operational Research, 199:647-657, 2009. [ bib | DOI | pdf ]
  • Liu Xin, A. Datta, K. Rzadca, and Lim Ee-Peng. Stereotrust: A group based personalized trust model. In CIKM 2009, The 18th ACM Conference on Information and Knowledge Management, Proceedings, pages 7-16. ACM Press, 2009. [ bib | DOI | pdf ]

teaching

contact

Krzysztof Rzadca
Institute of Informatics
University of Warsaw
Banacha 2
02-097 Warszawa
Poland

email:mimuw email
or: gmail email

phone: (+48) 22 55 44 428

fax: (+48) 22 55 44 400

room: 4280