|
ABSTRACT
In this paper, we analyse the results of a seven-month real-time streaming experiment, which was conducted between a number of unicast dialup clients, connecting to the Internet through access points in more than 600 major U.S. cities, and a backbone video server. During the experiment, the clients streamed low-bitrate MPEG-4 video sequences from the server over paths with more than 5,000 distinct Internet routers. We describe the methodology of the experiment, the architecture of our NACK-based streaming application, study end-to-end dynamics of 16 thousand ten-minute sessions (85 million packets), and analyze the behavior of the following network parameters: packet loss, round-trip delay, one-way delay jitter, packet reordering, and path asymmetry. We also study the impact of these parameters on the quality of real-time streaming.
REFERENCES
Note: OCR errors may be found in this Reference List extracted from the full text article. ACM has opted to expose the complete List rather than only correct and linked references.
| |
1
|
A. Acharya, and J. Saltz, "A Study of Internet Round-trip Delay," Technical Report CS-TR-3736, University of Maryland, December 1996.
|
 |
2
|
Mark Allman , Vern Paxson, On estimating end-to-end network path properties, Proceedings of the conference on Applications, technologies, architectures, and protocols for computer communication, p.263-274, August 30-September 03, 1999, Cambridge, Massachusetts, United States
|
| |
3
|
H. Balakrishnan, V.N. Padmanablah, S. Seshan, M. Stemm, and R.H. Katz, "TCP Behavior of a Busy Internet Server: Analysis and Improvements," IEEE INFOCOM, March 1998.
|
| |
4
|
J. Bolliger, T. Gross, and U. Hengartner, "Bandwidth Modelling for Network-Aware Applications," IEEE INFOCOM, March 1999.
|
 |
5
|
|
 |
6
|
|
| |
7
|
|
 |
8
|
Ramón Cáceres , Peter B. Danzig , Sugih Jamin , Danny J. Mitzel, Characteristics of wide-area TCP/IP conversations, Proceedings of the conference on Communications architecture & protocols, p.101-112, September 03-06, 1991, Zurich, Switzerland
|
| |
9
|
K. Claffy, G.C. Polyzos, and H-W. Braun, "Traffic Characteristics of the TI NSFNET Backbone," IEEE INFOCOM, 1993.
|
| |
10
|
|
 |
11
|
Sally Floyd , Mark Handley , Jitendra Padhye , Jörg Widmer, Equation-based congestion control for unicast applications, Proceedings of the conference on Applications, Technologies, Architectures, and Protocols for Computer Communication, p.43-56, August 28-September 01, 2000, Stockholm, Sweden
|
 |
12
|
|
| |
13
|
D. Loguinov, and H. Radha, "On Retransmission Schemes for Real-time Streaming in the Internet," IEEE INFOCOM, 2001.
|
| |
14
|
A. Mena, and J. Heidemann, "An Empirical Study of Real Audio Traffic," IEEE INFOCOM, 2000.
|
 |
15
|
|
| |
16
|
A. Mukherjee, "On the Dynamics and Significance of Low- Frequency Components of Internet Load," Internetworking: Research and Experience, vol. 5, no. 4, December 1994.
|
| |
17
|
|
| |
18
|
H. Radha, Y. Chen, K. Parthasarathy, and R. Cohen, "Scalable intemet video using MPEG-4," Signal Processing: Image Communication, 1999.
|
| |
19
|
A.R. Reibman, and B.G. Haskell, "Constrains on Variable Bitrate Video for ATM Networks," IEEE Transactions on Circuits and Systems for Video Technology, vol. 2, no. 4, December 1992.
|
 |
20
|
Injong Rhee, Error control techniques for interactive low-bit rate video transmission over the Internet, Proceedings of the ACM SIGCOMM '98 conference on Applications, technologies, architectures, and protocols for computer communication, p.290-301, August 31-September 04, 1998, Vancouver, British Columbia, Canada
|
| |
21
|
W. Tan, and A. Zakhor, "Real-Time Internet Video Using Error Resilient Scalable Compression and TCP-Friendly Transport Protocol," IEEE Transactions on Multimedia, vol. 1, no. 2, June 1999.
|
| |
22
|
|
| |
23
|
UUnet Latency Statistics. htto://uunet.com/network/latencv.
|
| |
24
|
M. Yajnik, S. Moon, J. Kurose, and D. Townsley, "Measurement and Modelling of the Temporal Dependence in Packet Loss," IEEE INFOCOM, 1999.
|
| |
25
|
Y. Zhang, V. Paxson, and S. Shenker, "The Stationarity of Internet Path Properties: Routing, Loss, and Throughput," ACIRI Technical Report, May 2000, httn://www.aciri.org/ vem/papers.html.
|
CITED BY 22
|
|
|
|
|
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
|
|
|
|
|
|
|
|
|
Nathan Sheldon , Eric Girard , Seth Borg , Mark Claypool , Emmanuel Agu, The effect of latency on user performance in Warcraft III, Proceedings of the 2nd workshop on Network and system support for games, p.3-14, May 22-23, 2003, Redwood City, California
|
|
|
|
|
|
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
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Xabiel García Pañeda , David Melendi , Manuel Vilas , Roberto García , Víctor García , Isabel Rodríguez, FESORIA: An integrated system for analysis, management and smart presentation of audio/video streaming services, Multimedia Tools and Applications, v.39 n.3, p.379-412, September 2008
|
|
|
|
|
|
|
|