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krzysztof rządca

Hi and welcome to my home page. I'm working as an assistant 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 Warsaw University of Technology, Poland.

My CV

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

OStrich a cool scheduling algorithm for bag-of-task applications (with SLURM implementation!).

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

NebuloStore, a prototype p2p storage system, founded by the Foundation for Polish Science (a Homing Plus grant, May 2011 - July 2013).

Recent TPCs: Supercomputing 2016 and 2017; AAAI 2018; IJCAI 2017; Euro-Par 2016; IEEE IPDPS 2016; ICPP 2017; BeyondMR 2017; SPC 2017;

research

I'm currently working on large scale distributed systems.

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

  • P. Skowron, K.. Rzadca, and A. Datta. Cooperation and competition when bidding for complex projects: Centralized and decentralized perspectives. IEEE Intelligent Systems (accepted), 2016. [ bib | 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 | .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 | .pdf ]
  • F. Pascual and K. Rzadca. Partition with side effects. In HiPC 2015, 22nd IEEE/ACM International Conference on High Performance Computing, 2015. [ bib | .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

Quick links to the most recent material (all in Polish):

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