Abstract
A challenge in supporting Wide Area Applications (WAA) is that of scalable performance management. Individual Latency Profiles (iLPs) were proposed in the literature to capture latency distributions experienced by clients when connecting to a server; it is a passive measurement made by client applications and is gathered on a continuous basis. In this paper, we propose a scalable technique for managing iLPs by aggregating them into aggregate Latency Profiles (aLPs). We use measures such as mutual information and correlation to compare the similarity of pairs of iLPs.
This research is supported by NSF Grants IIS0219909 and EIA0130422.
Chapter PDF
References
Francis, P., Jamin, S., Paxson, V., Zhang, L., Gryniewicz, D.: andY. Jin. An architecture for a global internet host distance estimation service (1999)
Reza, F.: An Introduction to Information Theory. McGraw-Hill, New York (1961)
Gruser, J.-R., Raschid, L., Zadorozhny, V., Zhan, T.: Learning response time for websources using query feedback and application in query optimization. VLDBJournal 9(1), 18–37 (2000)
Jamin, S., Jin, C., Jin, Y., Raz, D., Shavin, Y., Zhang, L.: On the placement of internet instrumentation. In: Proceedings of IEEE InfoComm (2000)
Krishnamurthy, B., Wang, J.: On network-aware clustering of web clients. In: Proc. SIGComm, pp. 97–110 (2000)
Li, W.: Mutual information functions versus correlation functions. Journal of Statistical Physics (60) (1990)
Mao, Z., Cranor, C., Douglis, F., Rabinovich, M., Spatscheck, O., Wang, J.: A precise and efficient evaluation of the proximity between web clients and their local dns servers (2002)
Mendenhall, W., Sincich, T.: Statistics for Engineering and the Sciences. Macmillan Publishing, Basingstoke (1985)
Padmanabhan, V.N., Subramanian, L.: An investigation of geographic mapping techniques for internet hosts. In: Proceedings of the SIGCOMM (2001)
Raschid, L., Wen, H.-F., Gal, A., Zadorozhny, V.: Latency profiles: Performance monitoring for wide area applications. In: Proceedings of the Third IEEE Workshop on Internet Applications (WIAPP 2003), San Jose, CA (June 2003)
Rubenstein, D., Kurose, J., Towsley, D.: Detecting shared congestion of flows via end-to-end measurement. In: Proceedings of the ACM SIGMETRICS Conference (2000)
Stemm, M., Seshan, S., Katz, R.: A network measurement architecture for adaptive applications. In: Proceedings of IEEE InfoComm (2000)
Sun, S., Lannom, L.: Handle system overview. IRDM/IRTF Draft (2001), http://www.idrm.org/idrm_drafts.htm
Zadorozhny, V., Raschid, L., Zhan, T., Bright, L.: Validating an access cost model for wide area applications. In: Batini, C., Giunchiglia, F., Giorgini, P., Mecella, M. (eds.) CoopIS 2001. LNCS, vol. 2172, pp. 371–385. Springer, Heidelberg (2001)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2004 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Zadorozhny, V., Gal, A., Raschid, L., Ye, Q. (2004). Wide Area Performance Monitoring Using Aggregate Latency Profiles. In: Koch, N., Fraternali, P., Wirsing, M. (eds) Web Engineering. ICWE 2004. Lecture Notes in Computer Science, vol 3140. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-27834-4_47
Download citation
DOI: https://doi.org/10.1007/978-3-540-27834-4_47
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-22511-9
Online ISBN: 978-3-540-27834-4
eBook Packages: Springer Book Archive