Modeling and performance analysis of BitTorrent-like peer-to-peer networks
Proceedings of the 2004 conference on Applications, technologies, architectures, and protocols for computer communications
Improving Traffic Locality in BitTorrent via Biased Neighbor Selection
ICDCS '06 Proceedings of the 26th IEEE International Conference on Distributed Computing Systems
Measurements, analysis, and modeling of BitTorrent-like systems
IMC '05 Proceedings of the 5th ACM SIGCOMM conference on Internet Measurement
Should internet service providers fear peer-assisted content distribution?
IMC '05 Proceedings of the 5th ACM SIGCOMM conference on Internet Measurement
Can ISPS and P2P users cooperate for improved performance?
ACM SIGCOMM Computer Communication Review
P4p: provider portal for applications
Proceedings of the ACM SIGCOMM 2008 conference on Data communication
Taming the torrent: a practical approach to reducing cross-isp traffic in peer-to-peer systems
Proceedings of the ACM SIGCOMM 2008 conference on Data communication
Ten years in the evolution of the internet ecosystem
Proceedings of the 8th ACM SIGCOMM conference on Internet measurement
On the 95-Percentile Billing Method
PAM '09 Proceedings of the 10th International Conference on Passive and Active Network Measurement
Internet traffic classification demystified: myths, caveats, and the best practices
CoNEXT '08 Proceedings of the 2008 ACM CoNEXT Conference
Inferring undesirable behavior from P2P traffic analysis
Proceedings of the eleventh international joint conference on Measurement and modeling of computer systems
On dominant characteristics of residential broadband internet traffic
Proceedings of the 9th ACM SIGCOMM conference on Internet measurement conference
Where the sidewalk ends: extending the internet as graph using traceroutes from P2P users
Proceedings of the 5th international conference on Emerging networking experiments and technologies
Proceedings of the ACM SIGCOMM 2010 conference
On economic heavy hitters: shapley value analysis of 95th-percentile pricing
IMC '10 Proceedings of the 10th ACM SIGCOMM conference on Internet measurement
The Internet is flat: modeling the transition from a transit hierarchy to a peering mesh
Proceedings of the 6th International COnference
Pushing BitTorrent locality to the limit
Computer Networks: The International Journal of Computer and Telecommunications Networking
Unraveling the BitTorrent Ecosystem
IEEE Transactions on Parallel and Distributed Systems
The bittorrent p2p file-sharing system: measurements and analysis
IPTPS'05 Proceedings of the 4th international conference on Peer-to-Peer Systems
Distributed systems and natural disasters: BitTorrent as a global witness
Proceedings of the Special Workshop on Internet and Disasters
Enhancing traffic locality in bittorrent via shared trackers
IFIP'12 Proceedings of the 11th international IFIP TC 6 conference on Networking - Volume Part II
Understand traffic locality of peer-to-peer video file swarming
Computer Communications
The internet-wide impact of P2P traffic localization on ISP profitability
IEEE/ACM Transactions on Networking (TON)
Spatial and temporal locality of swarm dynamics in bittorrent
PAM'13 Proceedings of the 14th international conference on Passive and Active Measurement
Measurement and analysis of child pornography trafficking on P2P networks
Proceedings of the 22nd international conference on World Wide Web
Centralized and distributed protocols for tracker-based dynamic swarm management
IEEE/ACM Transactions on Networking (TON)
AS-level topology collection through looking glass servers
Proceedings of the 2013 conference on Internet measurement conference
Peer-to-peer architectures for massively multiplayer online games: A Survey
ACM Computing Surveys (CSUR)
On the interplay between content popularity and performance in p2p systems
QEST'13 Proceedings of the 10th international conference on Quantitative Evaluation of Systems
Shedding light on the structure of internet video quality problems in the wild
Proceedings of the ninth ACM conference on Emerging networking experiments and technologies
Hi-index | 0.00 |
A thorough understanding of the network impact of emerging large-scale distributed systems -- where traffic flows and what it costs -- must encompass users' behavior, the traffic they generate and the topology over which that traffic flows. In the case of BitTorrent, however, previous studies have been limited by narrow perspectives that restrict such analysis. This paper presents a comprehensive view of BitTorrent, using data from a representative set of 500,000 users sampled over a two year period, located in 169 countries and 3,150 networks. This unique perspective captures unseen trends and reveals several unexpected features of the largest peer-to-peer system. For instance, over the past year total BitTorrent traffic has increased by 12%, driven by 25% increases in per-peer hourly download volume despite a 10% decrease in the average number of online peers. We also observe stronger diurnal usage patterns and, surprisingly given the bandwidth-intensive nature of the application, a close alignment between these patterns and overall traffic. Considering the aggregated traffic across access links, this has potential implications on BitTorrent-associated costs for Internet Service Providers (ISPs). Using data from a transit ISP, we find a disproportionately large impact on a commonly used burstable (95th-percentile) billing model. Last, when examining BitTorrent traffic's paths, we find that for over half its users, most network traffic never reaches large transit networks, but is instead carried by small transit ISPs. This raises questions on the effectiveness of most in-network monitoring systems to capture trends on peer-to-peer traffic and further motivates our approach.