PAC: Pattern-driven application consolidation for efficient cloud computing

Proceedings - 18th Annual IEEE/ACM International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems, MASCOTS 2010

Volumn , Issue , 2010, Pages 24-33

  Gong, Zhenhuan ^a   Gu, Xiaohui ^a  

^a North Carolina State University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

APPLICATION PERFORMANCE; CLOUD COMPUTING; CLOUD SYSTEMS; COARSE-GRAINED; DATA PROCESSING SYSTEMS; DYNAMIC APPLICATIONS; RESOURCE PREDICTION; RESOURCE SHARING; RESOURCE USAGE; SIGNAL PROCESSING TECHNIQUE; SIGNIFICANT PATTERNS; STREAM PROCESSING SYSTEMS; SYSTEM S; VIRTUAL COMPUTING; VIRTUAL MACHINES;

COMPUTER NETWORKS; COMPUTER SIMULATION; GRID COMPUTING; SIGNAL PROCESSING; TELECOMMUNICATION SYSTEMS;

DATA PROCESSING;

EID: 78049496637     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/MASCOTS.2010.12     Document Type: Conference Paper

References (36)

1. Amazon Elastic Compute Cloud. http://aws.amazon.com/ec2/.
2. Apache Hadoop System. http://hadoop.apache.org/core/.
3. RUBiS Online Auction System. http://rubis.ow2.org/.
4. The IRCache Project. http://www.ircache.net/.
5. Virtual Computing Lab. http://vcl.ncsu.edu/.
6. P. Barham and et al. Xen and the Art of Virtualization. Proc. of the Symposium on Operating Systems (SOSP), 2003.
7. N. Bobroff, A. Kochut, and K. A. Beaty. Dynamic Placement of Virtual Machines for Managing SLA Violations. Proc. of Integrated Network Management (IM), 2007.
8. S. Casolari, M. Andreolini, and et al. Runtime Prediction Models for Internet-based Systems. Proc. of MASCOTS, 2008.
9. A. Chandra, W. Gong, and P. Shenoy. Dynamic resource allocation for shared data centers using online measurements. Proc. of IWQoS, 2004.
10. G. Chen and et al. Energy-Aware Server Provisioning and Load Dispatching for Connection-Intensive Internet Services. Proc. of USENIX NSDI, 2008.
11. J. Choi, S. Govindan, and et al. Profiling, Prediction, and Capping of Power Consumption in Consolidated Environments. Proc. of MASCOTS, 2008.
12. C. Clark, K. Fraser, S. Hand, J. Hansen, E. Jul, C. Limpach, I. Pratt, and A. Warfield. Live Migration of Virtual Machines. Proc. of the Second Symposium on Networked Systems Design and Implementation (NSDI), May 2005.
13. I. Cohen, S. Zhang, M. Goldszmidt, J. Symons, T. Kelly, and A. Fox. Capturing, indexing, clustering, and retrieving system history. SOSP, 2005.
14. A. Ganapathi and et al. Predicting Multiple Performance Metrics for Queries: Better Decisions Enabled by Machine Learning. Proc. of IEEE International Conference on Data Engineering (ICDE), 2009.
15. B. Gedik, H. Andrade, K.-L. Wu, P. S. Yu, and M. Doo. SPADE: the system s declarative stream processing engine. Proc. of SIGMOD, 2008.
16. D. Gmach, J. Rolia, and L. Cherkasova. Satisfying Service Level Objectives in a Self-Managing Resource Pool. Proc. of SASO, 2009.
17. D. Gmach, J. Rolia, L. Cherkasova, G. Belrose, T. Turicchi, and A. Kemper. An integrated approach to resource pool management: Policies, efficiency and quality metrics. Proc. of DSN, 2008.
18. D. Gmach, J. Rolia, L. Cherkasova, and A. Kemper. Capacity Management and Demand Prediction for Next Generation Data Centers. Proc. of ICWS, 2007.
19. Z. Gong, P. Ramaswamy, X. Gu, and X. Ma. SigLM: Signature-Driven Load Management for Cloud Computing Infrastructures. Proc. of IEEE International Conference on Quality of Service (IWQoS), 2009.
20. S. Govindan, A. R. Nath, A. Das, B. Urgaonkar, and A. Sivasubramaniam. Xen and Co.: Communication-aware CPU Scheduling for Consolidated Xen-based Hosting Platforms. Proc. of third International ACM SIGPLAN/SIGOPS Conference on Virtual Execution Environments (VEE), June 2007.
21. X. Gu and K. Nahrstedt. Dynamic QoS-Aware Multimedia Service Configuration in Ubiquitous Computing Environments. Proc. of ICDCS, 311-318, 2002.
22. D. Gupta, L. Cherkasova, R. Gardner, and A. Vahdat. Enforcing Performance Isolation Across Virtual Machines in Xen. Proc. of Seventh International Middleware Conference (Middleware), November 2006.
23. K.-L.Wu and et al. Challenges and Experience in Prototyping a Multi- Modal Stream Analytic and Monitoring Application on System S. Proc. of VLDB, 1185-1196, 2007.
24. A. Kochut. On Impact of Dynamic Virtual Machine Reallocation on Data Center Efficiency. Proc. of MASCOTS, 2008.
25. J. Kruskall and M. Liberman. The Symmetric Time Warping Problem: From Continuous to Discrete. In Time Warps, String Edits and Macromolecules: The Theory and Practice of Sequence Comparison, pp. 125-161, Addison-Wesley Publishing Co., 1983.
26. J. Liu, W. Huang, B. Abali, and D. K. Panda. High Performance VMMBypass I/O in Virtual Machines. Proc. of the USENIX Annual Technical Conference (USENIX), May 2006.
27. A. Menon, A. Cox, and W. Zwaenepoel. Optimizing Network Virtualization in Xen. Proc. of the USENIX Annual Technical Conference (USENIX), May 2006.
28. N. Mi, G. Casale, and et al. Autocorrelation-Driven Load Control in Distributed Systems. Proc. of MASCOTS, 2009.
29. Larry Peterson, Tom Anderson, David Culler, and Timothy Roscoe. A blueprint for introducing disruptive technology into the internet. In HotNets-I, Princeton, New Jersey, October 2002.
30. J. Rolia, L. Cherkasova, M. Arlitt, and V. Machiraju. Supporting application QoS in shared resource pools. Communications of the ACM, 2006.
31. S. Salvador and P. Chan. FastDTW: Toward Accurate Dynamic Time Warping in Linear Time and Space. Proc. of KDD Workshop on Mining Temporal and Sequential Data, 2004.
32. K. Shen, M. Zhong, and C. Li. I/o system performance debugging using model-driven anomaly characterization. FAST, 2005.
33. A. Verma and et al. Server Workload Analysis for Power Minimization using Consolidation. Proc. of USENIX Annual Technical Conference, June 2009.
34. M. Vlachos, M. Hadjieleftheriou, D. Gunopulos, and E. Keogh. Indexing Multi-Dimensional Time-Series with Support for Multiple Distance Measures. Proc. of SIGKDD, 2003.
35. C. Waldspurger. Memory Resource Management in VMWare ESX Server. Proc. of the Fifth Symposium on Operating System Design and Implementation (OSDI), December 2002.
36. X. Zhu and et al. 1000 Islands: Integrated Capacity and Workload Management for the Next Generation Data Center. Proc. of IEEE International Conference on Autonomic Computing (ICAC), June 2008.