Content Distribution in Heterogenous Video-on-Demand P2P Networks with ARIMA Forecasts

作者: Chris Loeser , Gunnar Schomaker , André Brinkmann , Mario Vodisek , Michael Heidebuer

DOI: 10.1007/978-3-540-31957-3_90

关键词:

摘要: Peer to peer applications have gained high popularity in the past years. In particular, P2P media streaming architectures attracted much attention, so that audio and video sharing is causing a large fraction of Internet traffic today. In this paper we introduce new architecture focuses on distributed demand file based point-to-point delivery between peers. The includes dynamic data distribution replication schemes are able guarantee fair load balancing among This enables avoid hot spots inside network ensure nearly optimal throughput. A main component an ARIMA forecasting module, predict access probability individual files. module has impact location documents concerning characteristic peers addition used control number replicas each file. present some simulation results indicating not only feasibility architectural approach but also benefits resulting from content distribution.

参考文章(20)
Hector Garcia-Molina, Hrishikesh Deshpande, Mayank Bawa, Streaming Live Media over a Peer-to-Peer Network Stanford InfoLab. ,(2001)
Asit Dan, Dinkar Sitaram, A generalized interval caching policy for mixed interactive and long video workloads conference on multimedia computing and networking. ,vol. 2667, pp. 699- 706 ,(2001) , 10.1117/12.235887
Miguel Castro, Peter Druschel, Anne-Marie Kermarrec, Animesh Nandi, Antony Rowstron, Atul Singh, SplitStream: High-Bandwidth Content Distribution in Cooperative Environments international workshop on peer-to-peer systems. ,vol. 2735, pp. 292- 303 ,(2003) , 10.1007/978-3-540-45172-3_27
Nancy Tran, Daniel A. Reed, ARIMA time series modeling and forecasting for adaptive I/O prefetching international conference on supercomputing. pp. 473- 485 ,(2001) , 10.1145/377792.377905
André Brinkmann, Kay Salzwedel, Christian Scheideler, Efficient, distributed data placement strategies for storage area networks (extended abstract) acm symposium on parallel algorithms and architectures. pp. 119- 128 ,(2000) , 10.1145/341800.341815
David Karger, Eric Lehman, Tom Leighton, Rina Panigrahy, Matthew Levine, Daniel Lewin, Consistent hashing and random trees: distributed caching protocols for relieving hot spots on the World Wide Web symposium on the theory of computing. pp. 654- 663 ,(1997) , 10.1145/258533.258660
Ligeti Lajos, Pagoda Proceedings of the sixteenth annual ACM symposium on Parallelism in algorithms and architectures - SPAA '04. pp. 170- 179 ,(2004) , 10.1145/1007912.1007938
André Brinkmann, Kay Salzwedel, Christian Scheideler, Compact, adaptive placement schemes for non-uniform requirements Proceedings of the fourteenth annual ACM symposium on Parallel algorithms and architectures - SPAA '02. pp. 53- 62 ,(2002) , 10.1145/564870.564878
Thinh P. Nguyen, Avideh Zakhor, Distributed video streaming over Internet Multimedia Computing and Networking 2002. ,vol. 4673, pp. 186- 195 ,(2001) , 10.1117/12.449979