Deriving traffic demands for operational IP networks: methodology and experience
Proceedings of the conference on Applications, Technologies, Architectures, and Protocols for Computer Communication
Analyzing peer-to-peer traffic across large networks
Proceedings of the 2nd ACM SIGCOMM Workshop on Internet measurment
MRTG: The Multi Router Traffic Grapher
LISA '98 Proceedings of the 12th Conference on Systems Administration
Measurement, modeling, and analysis of a peer-to-peer file-sharing workload
SOSP '03 Proceedings of the nineteenth ACM symposium on Operating systems principles
Characterizing the query behavior in peer-to-peer file sharing systems
Proceedings of the 4th ACM SIGCOMM conference on Internet measurement
The impact of residential broadband traffic on Japanese ISP backbones
ACM SIGCOMM Computer Communication Review
Measurements, analysis, and modeling of BitTorrent-like systems
IMC '05 Proceedings of the 5th ACM SIGCOMM conference on Internet Measurement
Characterizing unstructured overlay topologies in modern P2P file-sharing 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
Analysis of peer-to-peer traffic on ADSL
PAM'05 Proceedings of the 6th international conference on Passive and Active Network Measurement
Packet-level traffic measurements from the Sprint IP backbone
IEEE Network: The Magazine of Global Internetworking
Characterizing residential broadband networks
Proceedings of the 7th ACM SIGCOMM conference on Internet measurement
Efficiency of random walks for search in different network structures
Proceedings of the 2nd international conference on Performance evaluation methodologies and tools
A novel caching mechanism for peer-to-peer based media-on-demand streaming
Journal of Systems Architecture: the EUROMICRO Journal
Can ISPs be profitable without violating “network neutrality”?
Proceedings of the 3rd international workshop on Economics of networked systems
Bandwidth impacts of localizing peer-to-peer IP video traffic in access and aggregation networks
EURASIP Journal on Wireless Communications and Networking
A hybrid architecture for massively multiplayer online games
Proceedings of the 7th ACM SIGCOMM Workshop on Network and System Support for Games
Proceedings of the 18th international conference on World wide web
Observing slow crustal movement in residential user traffic
CoNEXT '08 Proceedings of the 2008 ACM CoNEXT Conference
Threshold configuration and routing optimization for PCN-based resilient admission control
Computer Networks: The International Journal of Computer and Telecommunications Networking
Inferring undesirable behavior from P2P traffic analysis
Proceedings of the eleventh international joint conference on Measurement and modeling of computer systems
User Access to Popular Data on the Internet and Approaches for IP Traffic Flow Optimization
ASMTA '09 Proceedings of the 16th International Conference on Analytical and Stochastic Modeling Techniques and Applications
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International Journal of Network Management
On dominant characteristics of residential broadband internet traffic
Proceedings of the 9th ACM SIGCOMM conference on Internet measurement conference
Performance evaluation of an optical transparent access tier based on PON and spectral codes
IEEE Journal on Selected Areas in Communications - Special issue on broadband access networks: Architectures and protocols
Monitoring the impact of P2P users on a broadband operator's network
IM'09 Proceedings of the 11th IFIP/IEEE international conference on Symposium on Integrated Network Management
Controlling file distribution in Winny network through index poisoning
ICOIN'09 Proceedings of the 23rd international conference on Information Networking
INFOCOM'09 Proceedings of the 28th IEEE international conference on Computer Communications Workshops
Performance limitations of ADSL users: a case study
PAM'07 Proceedings of the 8th international conference on Passive and active network measurement
Request diversion: a novel mechanism to counter P2P based DDoS attacks
International Journal of Internet Protocol Technology
Measurement and characteristics of aggregated traffic in broadband access networks
ITC20'07 Proceedings of the 20th international teletraffic conference on Managing traffic performance in converged networks
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FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 7
New modeling for traffic engineering in FMC environment
APNOMS'09 Proceedings of the 12th Asia-Pacific network operations and management conference on Management enabling the future internet for changing business and new computing services
StrandCast: peer-to-peer content distribution for latency tolerant applications
COMSNETS'10 Proceedings of the 2nd international conference on COMmunication systems and NETworks
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Proceedings of the 2010 ACM SIGCOMM workshop on Home networks
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Proceedings of the 6th ACM/IEEE Symposium on Architectures for Networking and Communications Systems
On economic heavy hitters: shapley value analysis of 95th-percentile pricing
IMC '10 Proceedings of the 10th ACM SIGCOMM conference on Internet measurement
HTTP in the home: it is not just about PCs
ACM SIGCOMM Computer Communication Review
Optimally designing caches to reduce P2P traffic
Computer Communications
Parallel video streaming optimizing network throughput
Computer Communications
On profiling residential customers
TMA'11 Proceedings of the Third international conference on Traffic monitoring and analysis
Broadband internet performance: a view from the gateway
Proceedings of the ACM SIGCOMM 2011 conference
Understanding the impact of video quality on user engagement
Proceedings of the ACM SIGCOMM 2011 conference
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A study of traffic, user behavior and pricing policies in a large campus network
Computer Communications
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Computer Networks: The International Journal of Computer and Telecommunications Networking
CIPT: using tuangou to reduce IP transit costs
Proceedings of the Seventh COnference on emerging Networking EXperiments and Technologies
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Proceedings of the Special Workshop on Internet and Disasters
Adaptive Search Radius - Using hop count to reduce P2P traffic
Computer Networks: The International Journal of Computer and Telecommunications Networking
Verifying home network bandwidth sharing plans
Proceedings of the 7th International Conference on Network and Services Management
Optimal file distribution in peer-to-peer networks
ISAAC'11 Proceedings of the 22nd international conference on Algorithms and Computation
P2P as a CDN: A new service model for file sharing
Computer Networks: The International Journal of Computer and Telecommunications Networking
IXP traffic: a macroscopic view
Proceedings of the 7th Latin American Networking Conference
Sharing the cost of backbone networks: cui bono?
Proceedings of the 2012 ACM conference on Internet measurement conference
Understanding the impact of video quality on user engagement
Communications of the ACM
Autonomic load balancing of flow monitors
Computer Networks: The International Journal of Computer and Telecommunications Networking
Characterizing home network traffic: an inside view
Personal and Ubiquitous Computing
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It has been reported worldwide that peer-to-peer traffic is taking up a significant portion of backbone networks. In particular, it is prominent in Japan because of the high penetration rate of fiber-based broadband access. In this paper, we first report aggregated traffic measurements collected over 21 months from seven ISPs covering 42% of the Japanese backbone traffic. The backbone is dominated by symmetric residential traffic which increased 37%in 2005. We further investigate residential per-customer trafficc in one of the ISPs by comparing DSL and fiber users, heavy-hitters and normal users, and geographic traffic matrices. The results reveal that a small segment of users dictate the overall behavior; 4% of heavy-hitters account for 75% of the inbound volume, and the fiber users account for 86%of the inbound volume. About 63%of the total residential volume is user-to-user traffic. The dominant applications exhibit poor locality and communicate with a wide range and number of peers. The distribution of heavy-hitters is heavy-tailed without a clear boundary between heavy-hitters and normal users, which suggests that users start playing with peer-to-peer applications, become heavy-hitters, and eventually shift from DSL to fiber. We provide conclusive empirical evidence from a large and diverse set of commercial backbone data that the emergence of new attractive applications has drastically affected traffic usage and capacity engineering requirements.