DejaVu: Accelerating resource allocation in virtualized environments

International Conference on Architectural Support for Programming Languages and Operating Systems - ASPLOS

Volumn , Issue , 2012, Pages 423-435

  Vasić, Nedeljko ^a   Novaković, Dejan ^a   Miučin, Svetozar ^a   Kostić, Dejan ^a   Bianchini, Ricardo ^b  

^a EPFL   (Switzerland)

^b RUTGERS UNIVERSITY   (United States)

Author keywords

data center; resource management; virtualization

Indexed keywords

ACTUAL EXPERIMENTS; ADAPTATION TIME; AMAZON EC2; DATA CENTERS; HUMAN INTERVENTION; MANAGEMENT SYSTEMS; NETWORK SERVICES; RESOURCE ALLOCATION DECISION; RESOURCE MANAGEMENT; RUNTIMES; SERVICE PROVISIONING; VIRTUALIZATIONS; VIRTUALIZED ENVIRONMENT;

NATURAL RESOURCES MANAGEMENT; RATING; RESOURCE ALLOCATION; VIRTUAL REALITY;

INFORMATION MANAGEMENT;

EID: 84858783217     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2150976.2151021     Document Type: Conference Paper

References (44)

1. Apache Foundation. The Apache Cassandra Project. http://cassandra.apache. org/.
2. M. Aron, P. Druschel, and W. Zwaenepoel. Cluster reserves: a mechanism for resource management in cluster-based network servers. In SIGMETRICS, 2000.
3. P. Barham, A. Donnelly, R. Isaacs, and R. Mortier. Using magpie for request extraction and workload modelling. In OSDI, 2004.
4. P. Bodik, A. Fox, M. J. Franklin, M. I. Jordan, and D. A. Patterson. Characterizing, modeling, and generating workload spikes for stateful services. In Symposium on Cloud Computing, 2010.
5. P. Bodik, M. Goldszmidt, A. Fox, D. B. Woodard, and H. Andersen. Fingerprinting the datacenter: automated classification of performance crises. In EuroSys, 2010.
6. E. Cecchet, J. Marguerite, and W. Zwaenepoel. Performance and scalability of ejb applications. SIGPLAN Not., 2002.
7. E. Cecchet, R. Singh, U. Sharma, and P. Shenoy. Dolly: virtualization-driven database provisioning for the cloud. In VEE, 2011.
8. J. S. Chase, D. C. Anderson, P. N. Thakar, and A. M. Vahdat. Managing energy and server resources in hosting centers. In SOSP, 2001.
9. M. Y. Chen, E. Kiciman, E. Fratkin, A. Fox, and E. Brewer. Pinpoint: Problem determination in large, dynamic internet services. In DSN, 2002.
10. Y. Chen, A. Das, W. Qin, A. Sivasubramaniam, Q. Wang, and N. Gautam. Managing server energy and operational costs in hosting centers. In SIGMETRICS, 2005.
11. B. F. Cooper, A. Silberstein, E. Tam, R. Ramakrishnan, and R. Sears. Benchmarking cloud serving systems with YCSB. In SoCC, 2010.
12. R. P. Doyle, J. S. Chase, O. M. Asad, W. Jin, and A. M. Vahdat. Model-based resource provisioning in a web service utility. In USITS, 2003.
13. M. Hall, E. Frank, G. Holmes, B. Pfahringer, P. Reutemann, and I. H. Witten. The weka data mining software: an update. SIGKDD Explor. Newsl., 11:10-18, November 2009.
14. T. Heath, A. P. Centeno, P. George, L. Ramos, Y. Jaluria, and R. Bianchini. Mercury and freon: temperature emulation and management for server systems. In ASPLOS, 2006.
15. G. Linden. Make Data Useful. https://sites.google.com/site/glinden/Home/ StanfordDataMining.2006-11-28.ppt.
16. W. Mathur and J. Cook. Improved estimation for software multiplexing of performance counters. In MASCOTS, 2005.
17. A. Merkel and F. Bellosa. Balancing power consumption in multiprocessor systems. In EuroSys, 2006.
18. R. Nathuji, A. Kansal, and A. Ghaffarkhah. Q-clouds: managing performance interference effects for qos-aware clouds. In EuroSys, 2010.
19. Netfilter. netfilter/iptables. http://www.netfilter.org/.
20. F. Oliveira, K. Nagaraja, R. Bachwani, R. Bianchini, R. P. Martin, and T. D. Nguyen. Understanding and validating database system administration. In USENIX, 2006.
21. P. Padala, K. G. Shin, X. Zhu, M. Uysal, Z. Wang, S. Singhal, A. Merchant, and K. Salem. Adaptive control of virtualized resources in utility computing environments. In EuroSys, 2007.
22. E. Pinheiro, R. Bianchini, E. V. Carrera, and T. Heath. Load balancing and unbalancing for power and performance. In Proceedings of the Workshop on Compilers and Operating Systems for Low Power, 2001.
23. Reddit. http://www.reddit.com/r/IAmA/comments/a2zte/i-run-reddits- servers-and-do-a-bunch-of-other/.
24. RightScale. http://www.rightscale.com/.
25. RightScale. http://support.rightscale.com/12-Guides/Lifecycle-Management/ 03---Understanding-Key-Concepts/RightScale-Alert-System/Alerts-based-on-Voting- Tags/Understanding-the-Voting-Process.
26. RightScale. Animoto's facebook scale-up. http://blog.rightscale.com/2008/ 04/23/animoto-facebook-scale-up/.
27. U. Sharma, P. Shenoy, S. Sahu, and A. Shaikh. A cost-aware elasticity provisioning system for the cloud. In Distributed Computing Systems (ICDCS), 2011 31st International Conference on, pages 559-570, june 2011.
28. K. Shen, H. Tang, T. Yang, and L. Chu. Integrated resource management for cluster-based internet services. SIGOPS Oper. Syst. Rev., 2002.
29. K. Shen, M. Zhong, S. Dwarkadas, C. Li, C. Stewart, and X. Zhang. Hardware counter driven on-the-fly request signatures. ASPLOS, 2008.
30. P. Shivam, V. Marupadi, J. Chase, T. Subramaniam, and S. Babu. Cutting corners: workbench automation for server benchmarking. In USENIX, 2008.
31. A. A. Soror, U. F. Minhas, A. Aboulnaga, K. Salem, P. Kokosielis, and S. Kamath. Automatic virtual machine configuration for database workloads. In SIGMOD, 2008.
32. SPECweb2009. http://www.spec.org/web2009/.
33. C. Stewart, T. Kelly, and A. Zhang. Exploiting nonstationarity for performance prediction. In EuroSys, 2007.
34. P. F. Sweeney, M. Hauswirth, B. Cahoon, P. Cheng, A. Diwan, D. Grove, and M. Hind. Using hardware performance monitors to understand the behavior of java applications. In VM, 2004.
35. E. Thereska, A. Donnelly, and D. Narayanan. Sierra: practical power-proportionality for data center storage. In EuroSys, 2011.
36. R. Thonangi, V. Thummala, and S. Babu. Finding good configurations in high-dimensional spaces: Doing more with less. In Proceedings of the International Symposium on Modeling, Analysis, and Simulation of Computer and Telecomunication Systems, 2008.
37. B. Urgaonkar, G. Pacifici, P. Shenoy, M. Spreitzer, and A. Tantawi. An analytical model for multi-tier internet services and its applications. In SIGMETRICS, 2005.
38. B. Urgaonkar, P. J. Shenoy, and T. Roscoe. Resource overbooking and application profiling in shared hosting platforms. In OSDI, 2002.
39. N. Vasić, M. Barisits, V. Salzgeber, and D. Kostić. Making Cluster Applications Energy-Aware. In ACDC, 2009.
40. B. J. Watson, M. Marwah, D. Gmach, Y. Chen, M. Arlitt, and Z. Wang. Probabilistic performance modeling of virtualized resource allocation. In ICAC, 2010.
41. T. Wood, P. Shenoy, A. Venkataramani, and M. Yousif. Black-box and gray-box strategies for virtual machine migration. In NSDI, 2007.
42. W. Zheng, R. Bianchini, G. J. Janakiraman, J. R. Santos, and Y. Turner. Justrunit: Experiment-based management of virtualized data centers. In USENIX, 2009.
43. W. Zheng, R. Bianchini, and T. D. Nguyen. Automatic configuration of internet services. In EuroSys, 2007.
44. S. Zhuravlev, S. Blagodurov, and A. Fedorova. Addressing shared resource contention in multicore processors via scheduling. In ASPLOS, 2010.