Internet traffic characterization
Internet traffic characterization
Web caching and replication
IEEE Internet Computing
Coverage-Aware Proxy Placement for Dynamic Content Management over the Internet
ICDCSW '03 Proceedings of the 23rd International Conference on Distributed Computing Systems
Optimal and Near Optimal Web Proxy Placement Algorithms for Networks with Planar Graph Topologies
ICDCSW '03 Proceedings of the 23rd International Conference on Distributed Computing Systems
Gigascope: a stream database for network applications
Proceedings of the 2003 ACM SIGMOD international conference on Management of data
ProxyTeller: A Proxy Placement Tool for Content Delivery under Performance Constraints
WISE '03 Proceedings of the Fourth International Conference on Web Information Systems Engineering
Accurate, scalable in-network identification of p2p traffic using application signatures
Proceedings of the 13th international conference on World Wide Web
Transport layer identification of P2P traffic
Proceedings of the 4th ACM SIGCOMM conference on Internet measurement
IEEE/ACM Transactions on Networking (TON)
BLINC: multilevel traffic classification in the dark
Proceedings of the 2005 conference on Applications, technologies, architectures, and protocols for computer communications
The impact and implications of the growth in residential user-to-user traffic
Proceedings of the 2006 conference on Applications, technologies, architectures, and protocols for computer communications
I tube, you tube, everybody tubes: analyzing the world's largest user generated content video system
Proceedings of the 7th ACM SIGCOMM conference on Internet measurement
Youtube traffic characterization: a view from the edge
Proceedings of the 7th ACM SIGCOMM conference on Internet measurement
A comparative analysis of web and peer-to-peer traffic
Proceedings of the 17th international conference on World Wide Web
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
Analysis of peer-to-peer traffic on ADSL
PAM'05 Proceedings of the 6th international conference on Passive and Active Network Measurement
Hierarchy-aware algorithms for CDN proxy placement in the Internet
Computer Communications
On dominant characteristics of residential broadband internet traffic
Proceedings of the 9th ACM SIGCOMM conference on Internet measurement conference
Proceedings of the ACM SIGCOMM 2010 conference
HTTP in the home: it is not just about PCs
Proceedings of the 2010 ACM SIGCOMM workshop on Home networks
Speed testing without speed tests: estimating achievable download speed from passive measurements
IMC '10 Proceedings of the 10th ACM SIGCOMM conference on Internet measurement
A first look at mobile hand-held device traffic
PAM'10 Proceedings of the 11th international conference on Passive and active measurement
What is the impact of p2p traffic on anomaly detection?
RAID'10 Proceedings of the 13th international conference on Recent advances in intrusion detection
HTTP in the home: it is not just about PCs
ACM SIGCOMM Computer Communication Review
On profiling residential customers
TMA'11 Proceedings of the Third international conference on Traffic monitoring and analysis
Characterizing and modeling internet traffic dynamics of cellular devices
Proceedings of the ACM SIGMETRICS joint international conference on Measurement and modeling of computer systems
Characterizing and modeling internet traffic dynamics of cellular devices
ACM SIGMETRICS Performance Evaluation Review - Performance evaluation review
The network from above and below
Proceedings of the first ACM SIGCOMM workshop on Measurements up the stack
Large-scale app-based reporting of customer problems in cellular networks: potential and limitations
Proceedings of the first ACM SIGCOMM workshop on Measurements up the stack
Proceedings of the 6th International Conference on Queueing Theory and Network Applications
Characterizing the file hosting ecosystem: A view from the edge
Performance Evaluation
3G meets the internet: understanding the performance of hierarchical routing in 3G networks
Proceedings of the 23rd International Teletraffic Congress
Over the top video: the gorilla in cellular networks
Proceedings of the 2011 ACM SIGCOMM conference on Internet measurement conference
Towards understanding modern web traffic
Proceedings of the 2011 ACM SIGCOMM conference on Internet measurement conference
Proceedings of the 2011 ACM SIGCOMM conference on Internet measurement conference
A longitudinal view of HTTP video streaming performance
Proceedings of the 3rd Multimedia Systems Conference
Pitfalls in HTTP traffic measurements and analysis
PAM'12 Proceedings of the 13th international conference on Passive and Active Measurement
A first look at cellular machine-to-machine traffic: large scale measurement and characterization
Proceedings of the 12th ACM SIGMETRICS/PERFORMANCE joint international conference on Measurement and Modeling of Computer Systems
Dynamic information-based scalable hashing on a cluster of web cache servers
Concurrency and Computation: Practice & Experience
Web caching on smartphones: ideal vs. reality
Proceedings of the 10th international conference on Mobile systems, applications, and services
iHTTP: efficient authentication of non-confidential HTTP traffic
ACNS'12 Proceedings of the 10th international conference on Applied Cryptography and Network Security
Obtaining in-context measurements of cellular network performance
Proceedings of the 2012 ACM conference on Internet measurement conference
A Multi-Pass Algorithm for Adjusting a Network Topology in Multipoint Communications
International Journal of Interdisciplinary Telecommunications and Networking
Proceedings of the 2013 conference on Internet measurement conference
On the benefits of using a large IXP as an internet vantage point
Proceedings of the 2013 conference on Internet measurement conference
A measurement-based study of MultiPath TCP performance over wireless networks
Proceedings of the 2013 conference on Internet measurement conference
Network service abstractions for a mobility-centric future internet architecture
Proceedings of the eighth ACM international workshop on Mobility in the evolving internet architecture
Temporal locality in today's content caching: why it matters and how to model it
ACM SIGCOMM Computer Communication Review
Large-scale measurement and characterization of cellular machine-to-machine traffic
IEEE/ACM Transactions on Networking (TON)
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This paper proposes and evaluates a Network Aware Forward Caching approach for determining the optimal deployment strategy of forward caches to a network. A key advantage of this approach is that we can reduce the network costs associated with forward caching to maximize the benefit obtained from their deployment. We show in our simulation that a 37% increase to net benefits could be achieved over the standard method of full cache deployment to cache all POPs traffic. In addition, we show that this maximal point occurs when only 68% of the total traffic is cached. Another contribution of this paper is the analysis we use to motivate and evaluate this problem. We characterize the Internet traffic of 100K subscribers of a US residential broadband provider. We use both layer 4 and layer 7 analysis to investigate the traffic volumes of the flows as well as study the general characteristics of the applications used. We show that HTTP is a dominant protocol and account for 68% of the total downstream traffic and that 34% of that traffic is multimedia. In addition, we show that multimedia content using HTTP exhibits a 83% annualized growth rate and other HTTP traffic has a 53% growth rate versus the 26% over all annual growth rate of broadband traffic. This shows that HTTP traffic will become ever more dominent and increase the potential caching opportunities. Furthermore, we characterize the core backbone traffic of this broadband provider to measure the distance travelled by content and traffic. We find that CDN traffic is much more efficient than P2P content and that there is large skew in the Air Miles between POP in a typical network. Our findings show that there are many opportunties in broadband provider networks to optimize how traffic is delivered and cached.