ABSTRACT
In this paper we study the recording and watching patterns of DVR users using real traces. Many DVR users complain about running out of space. Thus, we propose the idea of adding extra storage on the network. Storing content in the network would create a new challenge, as most of users use their DVR during prime-time resulting in congesting the already strained network with unicast streams. We develop statistical models that learn the behavior of users and are most likely to make watched programs readily available for users each day. We develop a simple caching technique that captures the dominant factors of user behavior. Our verification, using real traces, shows that this technique performs as efficiently as more advanced statistical models, while requiring only a small state to be maintained.
- E. F. Cook and L. Goldman. Empiric comparison of multivariate analytic techniques: advantages and disadvantages of recursive partitioning analysis. Journal of chronic diseases, 37(9--10):721--731, 1984.Google Scholar
- D. R. Cox. Regression models and Life-Tables. Journal of the Royal Statistical Society. Series B (Methodological), 34(2):187--220, 1972.Google ScholarCross Ref
- Nikolaos Laoutaris, Pablo Rodriguez, and Laurent Massoulie. ECHOS: edge capacity hosting overlays of nano data centers. SIGCOMM Comput. Commun. Rev., 38:51--54, January 2008. Google ScholarDigital Library
- Push-To-PeerKyoungwon Suh, C. Diot, J. Kurose, L. Massoulie, C. Neumann, D. Towsley, and M. Varvello. Push-to-Peer Video-on-Demand system: Design and evaluation. IEEE Journal on Selected Areas in Communications, 25(9):1706--1716, December 2007. Google ScholarDigital Library
Index Terms
- Managing home and network storage of television recordings: "I filled my DVR again! Now what?"
Recommendations
Transport capacity for a catch-up television service
EuroITV '09: Proceedings of the 7th European Conference on Interactive TV and VideoOne of the biggest advantages of interactive television (TV) is that it allows the viewer to watch the content at his or her most convenient time, either by pausing an ongoing broadcast or by selecting to view the content at a time later than the ...
Differentiated storage services
This article presents a Differentiated Storage Services architecture for file and storage systems. By classifying data at the block-level, a filesystem can request that different classes of data (e.g., file, directory, executable, text) be handled with ...
Interactive television: new genres, new format, new content
IE '05: Proceedings of the second Australasian conference on Interactive entertainmentThe aim of this paper is to discuss some of the main issues associated with interactive genres, formats and content in the context of interactive television (ITV). First, a set of new forms or categorizations of ITV will be presented. Second, the suite ...
Comments