Cristiano P. Costa
ABSTRACT
This paper provides an extensive analysis of pre-stored streaming media workloads, focusing on the client interactive behavior. We analyze four workloads that fall into three different domains, namely, education, entertainment video and entertainment audio. Our main goals are: (a) to identify qualitative similarities and differences in the typical client behavior for the three workload classes and (b) to provide data for generating realistic synthetic workloads.
- http://www.uol.com.br.Google Scholar
- http://www.microsoft.com/windows/windowsmedia.Google Scholar
- eTeach - Learning on Demand. http://eteach.cs.wisc.edu/index.html.Google Scholar
- S. Acharya, B. Smith, and P. Parnes. Characterizing User Access to Videos on the World Wide Web. In Proc. MMCN, San Jose, CA, Jan. 2000.Google Scholar
- J. M. Almeida, J. Krueger, D. L. Eager, and M. K. Vernon. Analysis of Educational Media Server Workloads. In Proc. NOSSDAV, Port Jefferson, NY, June 2001. Google ScholarDigital Library
- L. Cherkasova and M. Gupta. Characterizing Locality, Evolution, and Life Span of Accesses in Enterprise Media Server Workloads. In Proc. NOSSDAV, Miami Beach, FL, May 2002. Google ScholarDigital Library
- M. Chesire, A. Wolman, G. M. Voelker, and H. M. Levy. Measurement and Analysis of a Streaming Media Workload. In Proc. 3rd USENIX Symp. on Internet Technologies and Systems, San Francisco, CA, Mar. 2001. Google ScholarDigital Library
- A. Dan, D. Sitaram, and P. Shahabuddin. Scheduling Policies for an On-Demand Video Server with Batching. In Proc. ACM Multimedia, San Francisco, CA, Oct. 1994. Google ScholarDigital Library
- D. L. Eager, M. K. Vernon, and J. Zahorjan. Bandwidth Skimming: A Technique for Cost-Effective Video on Demand. In Proc. MMCN, San Jose, CA, Jan. 2000.Google Scholar
- K. P. Gummadi, R. J. Dunn, S. Saroiu, S. D. Gribble, H. M. Levy, and J. Zahorjan. Measurement, Modeling and Analysis of a Peer-to-Peer File-Sharing Workload. In Proc. SOSP, Bolton Landing, NY, Oct. 2003. Google ScholarDigital Library
- N. Harel, V. Vellanki, A. Chervenak, G. Abowd, and U. Ramachandran. Workload of a Media-Enhanced Classroom Server. In Proc. 2nd Annual Workshop on Workload Characterization, Austin, TX, Oct. 1999.Google Scholar
- L. He, J. Grudin, and A. Gupta. Designing Presentations for On-Demand Viewing. In Proc. ACM Conf. on Computer Supported Cooperative Work, Philadelphia, PA, Dec. 2000. Google ScholarDigital Library
- K. Hua, Y. Cai, and S. Sheu. Patching: A Multicast Technique for True Video-on-Demand Services. In Proc. ACM Multimedia, Bristol, U.K., Sept. 1998. Google ScholarDigital Library
- S. Jin and A. Bestavros. Scalability of Multicast Delivery for Non-sequential Streaming Access. In Proc. ACM SIGMETRICS, Marina Del Rey, CA, June 2002. Google ScholarDigital Library
- J. Padhye and J. Kurose. An Empirical Study of Client Interactions with a Continuous-Media Courseware Server. In Proc. NOSSDAV, Cambridge, UK, July 1998.Google Scholar
- V. Paxson and S. Floyd. Wide-Area Traffic: The Failure of Poisson Modeling. IEEE/ACM Transactions on Networking, 3(3), June 1995. Google ScholarDigital Library
- H. Tan, D. L. Eager, and M. K. Vernon. Delimiting the Range of Effectiveness of Scalable On-Demand Streaming. In Proc. Int'l Symp. on Computer Performance Modeling and Evaluation, Rome, Italy, Sept. 2002. Google ScholarDigital Library
- W. Tang, Y. Fu, L. Cherkasova, and A. Vahdat. Medisyn: A Synthetic Streaming Media Service Workload Generator. In Proc. NOSSDAV, Monterey, CA, June 2003. Google ScholarDigital Library
- E. Veloso, V. Almeida, W. Meira, A. Bestravos, and S. Jin. A Hierarchical Characterization of a Live Streaming Media Workload. IEEE/ACM Trans. on Networking, Sept. 2004. Google ScholarDigital Library
- G. K. Zipf. Human Behavior and the Principle of Least-Effort. Addison-Wesley, Cambridge, MA, 1949.Google Scholar
Index Terms
- Analyzing client interactivity in streaming media
Recommendations
P2P-Based Live Media Streaming System
ICNDS '09: Proceedings of the 2009 International Conference on Networking and Digital Society - Volume 01According to the problems of existing live media streaming system, a P2P-based live media streaming system is brought forward, each peer in the system is not only consumer of live streaming service, but also provider of live streaming service. It ...
Modeling large-scale live video streaming client behavior
AbstractThe live streaming of large-scale events over the Internet attracts a highly diverse audience. Despite the progress in streaming technologies, which employ adaptive bitrate to dynamically adjust the streaming of individual clients to reflect their ...
Cross Layer Protocol Support for Live Streaming Media
AINA '08: Proceedings of the 22nd International Conference on Advanced Information Networking and ApplicationsDelivering live streaming content over the Internet requires low delay and smooth packet transmission rate. TCP introduces rate oscillations and requires more buffering andbandwidth to sustain uninterrupted playback. In this paper we propose a new ...
Comments