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ABSTRACT
This paper presents an extensive analysis of the client workloads for educational media servers at two major U.S. universities. The goals of the analysis include providing data for generating synthetic workloads, gaining insight into the design of streaming content distribution networks, and quantifying how much server bandwidth can be saved in interactive educational environments by using recently developed multicast streaming methods for stored content.
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CITED BY 39
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Marcus Rocha , Marcelo Maia , Ítalo Cunha , Jussara Almeida , Sérgio Campos, Scalable media streaming to interactive users, Proceedings of the 13th annual ACM international conference on Multimedia, November 06-11, 2005, Hilton, Singapore
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Marcelo Maia , Marcus Rocha , Ítalo Cunha , Jussara Almeida , Sérgio Campos, Network bandwidth requirements for optimized streaming media transmission to interactive users, Proceedings of the 12th Brazilian symposium on Multimedia and the web, November 19-22, 2006, Natal, Rio Grande do Norte, Brazil
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J. R. Arias , F. J. Suárez , D. F. García , X. X. García , V. G. García, A set of metrics for evaluation of interactive news-on-demand systems, Proceedings of the tenth ACM international conference on Multimedia, December 01-06, 2002, Juan-les-Pins, France
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Xabiel G. Paneda , R. Garcia , D. Melendi , M. Vilas , V. Garcia, Popularity analysis of a video-on-demand service in a digital newspaper: influence of the subject, video characteristics and new content publication policy, International Journal of Advanced Media and Communication, v.1 n.4, p.369-385, August 2007
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Matthew Roughan , Subhabrata Sen , Oliver Spatscheck , Nick Duffield, Class-of-service mapping for QoS: a statistical signature-based approach to IP traffic classification, Proceedings of the 4th ACM SIGCOMM conference on Internet measurement, October 25-27, 2004, Taormina, Sicily, Italy
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Krishna P. Gummadi , Richard J. Dunn , Stefan Saroiu , Steven D. Gribble , Henry M. Levy , John Zahorjan, Measurement, modeling, and analysis of a peer-to-peer file-sharing workload, Proceedings of the nineteenth ACM symposium on Operating systems principles, October 19-22, 2003, Bolton Landing, NY, USA
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Ludmila Cherkasova , Minaxi Gupta, Characterizing locality, evolution, and life span of accesses in enterprise media server workloads, Proceedings of the 12th international workshop on Network and operating systems support for digital audio and video, May 12-14, 2002, Miami, Florida, USA
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Wenting Tang , Yun Fu , Ludmila Cherkasova , Amin Vahdat, MediSyn: a synthetic streaming media service workload generator, Proceedings of the 13th international workshop on Network and operating systems support for digital audio and video, June 01-03, 2003, Monterey, CA, USA
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Eveline Veloso , Virgílio Almeida , Wagner Meira , Azer Bestavros , Shudong Jin, A hierarchical characterization of a live streaming media workload, Proceedings of the 2nd ACM SIGCOMM Workshop on Internet measurment, November 06-08, 2002, Marseille, France
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Eveline Veloso , Virgílio Almeida , Wagner Meira, Jr. , Azer Bestavros , Shudong Jin, A hierarchical characterization of a live streaming media workload, IEEE/ACM Transactions on Networking (TON), v.14 n.1, p.133-146, February 2006
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Phillipa Gill , Martin Arlitt , Zongpeng Li , Anirban Mahanti, Youtube traffic characterization: a view from the edge, Proceedings of the 7th ACM SIGCOMM conference on Internet measurement, October 24-26, 2007, San Diego, California, USA
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Cristiano P. Costa , Italo S. Cunha , Alex Borges , Claudiney V. Ramos , Marcus M. Rocha , Jussara M. Almeida , Berthier Ribeiro-Neto, Analyzing client interactivity in streaming media, Proceedings of the 13th international conference on World Wide Web, May 17-20, 2004, New York, NY, USA
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Lei Guo , Enhua Tan , Songqing Chen , Zhen Xiao , Oliver Spatscheck , Xiaodong Zhang, Delving into internet streaming media delivery: a quality and resource utilization perspective, Proceedings of the 6th ACM SIGCOMM on Internet measurement, October 25-27, 2006, Rio de Janeriro, Brazil
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Luiz Henrique Gomes , Cristiano Cazita , Jussara M. Almeida , Virgílio Almeida , Wagner Meira, Jr., Characterizing a spam traffic, Proceedings of the 4th ACM SIGCOMM conference on Internet measurement, October 25-27, 2004, Taormina, Sicily, Italy
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Luiz Henrique Gomes , Cristiano Cazita , Jussara M. Almeida , Virgílio Almeida , Wagner Meira, Jr., Workload models of spam and legitimate e-mails, Performance Evaluation, v.64 n.7-8, p.690-714, August, 2007
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