Scheduling policies for an on-demand video server with batching
MULTIMEDIA '94 Proceedings of the second ACM international conference on Multimedia
Wide area traffic: the failure of Poisson modeling
IEEE/ACM Transactions on Networking (TON)
Patching: a multicast technique for true video-on-demand services
MULTIMEDIA '98 Proceedings of the sixth ACM international conference on Multimedia
Designing presentations for on-demand viewing
CSCW '00 Proceedings of the 2000 ACM conference on Computer supported cooperative work
Analysis of educational media server workloads
NOSSDAV '01 Proceedings of the 11th international workshop on Network and operating systems support for digital audio and video
Characterizing locality, evolution, and life span of accesses in enterprise media server workloads
NOSSDAV '02 Proceedings of the 12th international workshop on Network and operating systems support for digital audio and video
Scalability of multicast delivery for non-sequential streaming access
SIGMETRICS '02 Proceedings of the 2002 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
Delimiting the range of effectiveness of scalable on-demand streaming
Performance Evaluation
MediSyn: a synthetic streaming media service workload generator
NOSSDAV '03 Proceedings of the 13th international workshop on Network and operating systems support for digital audio and video
Measurement, modeling, and analysis of a peer-to-peer file-sharing workload
SOSP '03 Proceedings of the nineteenth ACM symposium on Operating systems principles
A hierarchical characterization of a live streaming media workload
IEEE/ACM Transactions on Networking (TON)
Measurement and analysis of a streaming-media workload
USITS'01 Proceedings of the 3rd conference on USENIX Symposium on Internet Technologies and Systems - Volume 3
Characterizing broadband user behavior
Proceedings of the 2004 ACM workshop on Next-generation residential broadband challenges
Proceedings of the 4th ACM SIGCOMM conference on Internet measurement
A characterization of broadband user behavior and their e-business activities
ACM SIGMETRICS Performance Evaluation Review
Analysis of multimedia workloads with implications for internet streaming
WWW '05 Proceedings of the 14th international conference on World Wide Web
Scalable media streaming to interactive users
Proceedings of the 13th annual ACM international conference on Multimedia
Delving into internet streaming media delivery: a quality and resource utilization perspective
Proceedings of the 6th ACM SIGCOMM conference on Internet measurement
Network bandwidth requirements for optimized streaming media transmission to interactive users
WebMedia '06 Proceedings of the 12th Brazilian Symposium on Multimedia and the web
Understanding user behavior in large-scale video-on-demand systems
Proceedings of the 1st ACM SIGOPS/EuroSys European Conference on Computer Systems 2006
Bandwidth usage distribution of multimedia servers using Patching
Computer Networks: The International Journal of Computer and Telecommunications Networking
An analytical model for interval caching in interactive video servers
Journal of Network and Computer Applications - Special issue: Network and information security: A computational intelligence approach
Workload models of spam and legitimate e-mails
Performance Evaluation
I tube, you tube, everybody tubes: analyzing the world's largest user generated content video system
Proceedings of the 7th ACM SIGCOMM conference on Internet measurement
Youtube traffic characterization: a view from the edge
Proceedings of the 7th ACM SIGCOMM conference on Internet measurement
International Journal of Advanced Media and Communication
P-chaining: a practical VoD service scheme autonomically handling interactive operations
Multimedia Tools and Applications
New insights on internet streaming and IPTV
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
Hybrid chaining scheme for video-on-demand applications based on popularity
AIC'08 Proceedings of the 8th conference on Applied informatics and communications
Study of cache placement for time-shifted TV cluster using genetic algorithm
Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation
Modeling channel popularity dynamics in a large IPTV system
Proceedings of the eleventh international joint conference on Measurement and modeling of computer systems
Computer Networks: The International Journal of Computer and Telecommunications Networking
A stepwise optimization algorithm of clustered streaming media servers
Journal of Systems and Software
Modeling user activities in a large IPTV system
Proceedings of the 9th ACM SIGCOMM conference on Internet measurement conference
Inside the bird's nest: measurements of large-scale live VoD from the 2008 olympics
Proceedings of the 9th ACM SIGCOMM conference on Internet measurement conference
Multivariate distributions for workload generation in video on demand systems
IEEE Communications Letters
Analyzing the video popularity characteristics of large-scale user generated content systems
IEEE/ACM Transactions on Networking (TON)
Server selection in large-scale video-on-demand systems
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Waiting-time prediction in scalable on-demand video streaming
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Probabilistic Seeking Prediction in P2P VoD Systems
AI '09 Proceedings of the 22nd Australasian Joint Conference on Advances in Artificial Intelligence
Joint admission control and resource allocation in virtualized servers
Journal of Parallel and Distributed Computing
TriggerTV: exploiting social user journeys within an interactive TV system
Proceedings of the 20th international workshop on Network and operating systems support for digital audio and video
Push popular segments in P2P VoD system: possibility and design
ICC'09 Proceedings of the 2009 IEEE international conference on Communications
Supporting VCR-like operations in derivative tree-based P2P streaming systems
ICC'09 Proceedings of the 2009 IEEE international conference on Communications
A behaviour model of the SopCast users
WebMedia '09 Proceedings of the XV Brazilian Symposium on Multimedia and the Web
Evaluation of users access and navigation profiles on web video sharing environments
WebMedia '09 Proceedings of the XV Brazilian Symposium on Multimedia and the Web
Journal on Image and Video Processing - Special issue on selected papers from multimedia modeling conference 2009
ChunkStream: Interactive streaming of structured data
Pervasive and Mobile Computing
An analysis of user behavior in online video streaming
Proceedings of the international workshop on Very-large-scale multimedia corpus, mining and retrieval
TrueVod: streaming or progressive downloading?
IEEE Communications Letters
Reactivity-based approaches to improve web systems' quality of service
Journal of Web Engineering
Understanding the impact of video quality on user engagement
Proceedings of the ACM SIGCOMM 2011 conference
Characterizing SopCast client behavior
Computer Communications
Understanding the impact of video quality on user engagement
Communications of the ACM
International Journal of Business Data Communications and Networking
Modeling the effect of user interactions on mesh-based P2P VoD streaming systems
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Rise of the planet of the apps: a systematic study of the mobile app ecosystem
Proceedings of the 2013 conference on Internet measurement conference
On the performance of bandwidth and storage sharing in information-centric networks
Computer Networks: The International Journal of Computer and Telecommunications Networking
Peer-assisted video on-demand streaming system in practical WiFi-based mobile opportunistic networks
Journal of Network and Computer Applications
Performance evaluation of the random replacement policy for networks of caches
Performance Evaluation
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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.