Siglm: Signature-driven load management for cloud computing infrastructures

IEEE International Workshop on Quality of Service, IWQoS

Volumn , Issue , 2009, Pages

  Gong, Zhenhuan ^a   Ramaswamy, Prakash ^a   Gu, Xiaohui ^a   Ma, Xiaosong ^a  

^a North Carolina State University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

APPLICATION TASKS; BATCH SERVICE; CLOUD COMPUTING; COMPLEX INFRASTRUCTURES; COMPUTING RESOURCE; DYNAMIC TIME WARPING ALGORITHMS; LOAD MANAGEMENT; PAY-AS-YOU-GO; PLANETLAB; RESOURCE CONTROL; RESOURCE PROVISIONING; SERVICE DELIVERY; SERVICE MODEL; SIGNATURE-MATCHING; TIME SERIES PATTERNS;

COMPUTER SCIENCE; ELECTRIC LOAD MANAGEMENT; ELECTRONIC DOCUMENT IDENTIFICATION SYSTEMS; PATTERN MATCHING; QUALITY CONTROL; QUALITY OF SERVICE; TIME SERIES;

TELECOMMUNICATION SERVICES;

EID: 70449602378     PISSN: 1548615X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IWQoS.2009.5201413     Document Type: Conference Paper

References (23)

1. Amazon Elastic Compute Cloud. http://aws.amazon.com/ec2/.
2. Apache Hadoop System. http://hadoop.apache.org/core/.
3. InfoScope Continuous Monitoring System. http://dance.csc.ncsu.edu/ projects/infoscope.
4. J. Albrecht, D. Oppenheimer, A. Vahdat, and D. Patterson. Design and implementation tradeoffs for wide-area resource discovery. ACMTransactions on Internet Technology, 8(2):113-124, May 2008.
5. M. Balazinska, H. Balakrishnan, and M. Stonebraker. Contract-based load management in federated distributed systems. In NSDI'04: Proceedings of the 1st conference on Symposium on Networked Systems Design and Implementation, pages 15-15, Berkeley, CA, USA, 2004. USENIX Association.
6. P. Barham, A. Donnelly, R. Isaacs, and R. Mortier. Using Magpie for request extraction and workload modelling. OSDI, 2004.
7. M. Cardosa and A. Chandra. Resource bundles: Using aggregation for statistical wide-area resource discovery and allocation. In Proc. of ICDCS, 2008.
8. I. Cohen, S. Zhang, M. Goldszmidt, J. Symons, T. Kelly, and A. Fox. Capturing, indexing, clustering, and retrieving system history. SOSP, 2005.
9. I. Foster. Grid: a new infrastructure for 21st century science. Physics Today, 2002.
10. The STREAM Group. STREAM: The Stanford Stream Data Manager. IEEE Data Engineering Bulletin, 26(1):19-26, March 2003.
11. X. Gu, Z.Wen, and P. S. Yu. BridgeNet: An Adaptive Multi- Source Stream Dissemination Overlay Network. Proc. of INFOCOM, 2586-2590, 2007.
12. James Patton Jones and Bill Nitzberg. Scheduling for parallel supercomputing: a historical perspective of achievable utilization. In In Job Scheduling Strategies for Parallel Processing, pages 1-16. Springer-Verlag, 1999.
13. K.-L.Wu, P. S. Yu, B. Gedik, Ki. Hildrum, C. C. Aggarwal, E. Bouillet, W. Fan, D. George, X. Gu, G. Luo, and H.Wang. Challenges and Experience in Prototyping a Multi-Modal Stream Analytic and Monitoring Application on System S. Proc. of VLDB, 1185-1196, 2007.
14. E. Keogh and C. A. Ratanamahatana. Exact indexing of dynamic time warping. Journal of Knowledge and Information Systems, 2004.
15. J. Kruskall and M. Liberman. The Symmetric TimeWarping 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.
16. 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.
17. R. Raman, M. Livny, and M. Solomon. Policy driven heterogeneous resource co-allocation with gangmatching. In Proc. of the 12th IEEE International Symposium on High Performance Distributed Computing, page 80, Washington, DC, USA, 2003. IEEE Computer Society.
18. S. Ratnasamy, P. Francis, M. Handley, R. Karp, and S. Shenker. A scalable content-addressable network. Proc. of the ACM SIGCOMM 2001, San Diego, CA, 2001.
19. A. Rowstron and P. Druschel. Pastry: Scalable, distributed object location and routing for large-scale peer-to-peer systems. Proc. of IFIP/ACM International Conference on Distributed Systems Platforms (Middleware), November 2001.
20. H. Shen and et al. Pird: P2p-based intelligent resource discovery in internet-based distributed systems. In Proc. of ICDCS, 2008.
21. K. Shen, M. Zhong, and C. Li. I/o system performance debugging using model-driven anomaly characterization. FAST, 2005.
22. I. Stoica, R. Morris, D. Karger, M. F. Kaashoek, and H. Balakrishnan. Chord: A Scalable Peer-to-peer Lookup Service for Internet Applications. Proc. of ACM SIGCOMM 2001, San Diego, California, August 2001.
23. M. Vlachos, M. Hadjieleftheriou, D. Gunopulos, and E. Keogh. Indexing Multi-Dimensional Time-Series with Support for Multiple Distance Measures. Proc. of SIGKDD, 2003.