An empirical study of realvideo performance across the internet
IMW '01 Proceedings of the 1st ACM SIGCOMM Workshop on Internet Measurement
Popularity-Wise Proxy Caching for Interactive Streaming Media
LCN '04 Proceedings of the 29th Annual IEEE International Conference on Local Computer Networks
Characteristics of streaming media stored on the Web
ACM Transactions on Internet Technology (TOIT)
A new synthetic web server trace generation methodology
ISPASS '03 Proceedings of the 2003 IEEE International Symposium on Performance Analysis of Systems and Software
Realistic and responsive network traffic generation
Proceedings of the 2006 conference on Applications, technologies, architectures, and protocols for computer communications
Measurement and analysis of a streaming-media workload
USITS'01 Proceedings of the 3rd conference on USENIX Symposium on Internet Technologies and Systems - Volume 3
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
Computer Networks: The International Journal of Computer and Telecommunications Networking
Computer Networks: The International Journal of Computer and Telecommunications Networking
YouTube traffic dynamics and its interplay with a tier-1 ISP: an ISP perspective
IMC '10 Proceedings of the 10th ACM SIGCOMM conference on Internet measurement
Measurement and analysis of cyberlocker services
Proceedings of the 20th international conference companion on World wide web
Application flow control in YouTube video streams
ACM SIGCOMM Computer Communication Review
Characterizing the file hosting ecosystem: A view from the edge
Performance Evaluation
Comparative traffic analysis study of popular applications
EUNICE'11 Proceedings of the 17th international conference on Energy-aware communications
YouTube everywhere: impact of device and infrastructure synergies on user experience
Proceedings of the 2011 ACM SIGCOMM conference on Internet measurement conference
Broadcast yourself: understanding YouTube uploaders
Proceedings of the 2011 ACM SIGCOMM conference on Internet measurement conference
Network characteristics of video streaming traffic
Proceedings of the Seventh COnference on emerging Networking EXperiments and Technologies
A data-driven analysis of YouTube community features
AINTEC '11 Proceedings of the 7th Asian Internet Engineering Conference
Characterizing traffic flows originating from large-scale video sharing services
TMA'10 Proceedings of the Second international conference on Traffic Monitoring and Analysis
A survey on YouTube streaming service
Proceedings of the 5th International ICST Conference on Performance Evaluation Methodologies and Tools
Social media: are they underpinned by social or interest-based interactions?
Proceedings of the Fourth Annual Workshop on Simplifying Complex Networks for Practitioners
Building access oblivious storage cloud for enterprise
Hot-ICE'12 Proceedings of the 2nd USENIX conference on Hot Topics in Management of Internet, Cloud, and Enterprise Networks and Services
Video sharing in online social networks: measurement and analysis
Proceedings of the 22nd international workshop on Network and Operating System Support for Digital Audio and Video
Methodologies for generating HTTP streaming video workloads to evaluate web server performance
Proceedings of the 5th Annual International Systems and Storage Conference
Confused, timid, and unstable: picking a video streaming rate is hard
Proceedings of the 2012 ACM conference on Internet measurement conference
Evaluating per-application storage management in content-centric networks
Computer Communications
What should you cache?: a global analysis on YouTube related video caching
Proceeding of the 23rd ACM Workshop on Network and Operating Systems Support for Digital Audio and Video
Cache-centric video recommendation: an approach to improve the efficiency of YouTube caches
Proceedings of the 4th ACM Multimedia Systems Conference
GreenCache: augmenting off-the-grid cellular towers with multimedia caches
Proceedings of the 4th ACM Multimedia Systems Conference
Characterizing video access patterns in mainstream media portals
Proceedings of the 22nd international conference on World Wide Web companion
Thin to win?: network performance analysis of the OnLive thin client game system
Proceedings of the 11th Annual Workshop on Network and Systems Support for Games
Demystifying porn 2.0: a look into a major adult video streaming website
Proceedings of the 2013 conference on Internet measurement conference
Network layer soft handoff for IP mobility
Proceedings of the 8th ACM workshop on Performance monitoring and measurement of heterogeneous wireless and wired networks
On the Feasibility of DASH Streaming in the Cloud
Proceedings of Network and Operating System Support on Digital Audio and Video Workshop
A novel cache aware routing scheme for Information-Centric Networks
Computer Networks: The International Journal of Computer and Telecommunications Networking
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User-Generated Content has become very popular since new web services such as YouTube allow for the distribution of user-produced media content. YouTube-like services are different from existing traditional VoD services in that the service provider has only limited control over the creation of new content. We analyze how content distribution in YouTube is realized and then conduct a measurement study of YouTube traffic in a large university campus network. Based on these measurements, we analyzed the duration and the data rate of streaming sessions, the popularity of videos, and access patterns for video clips from the clients in the campus network. The analysis of the traffic shows that trace statistics are relatively stable over short-term periods while long-term trends can be observed. We demonstrate how synthetic traces can be generated from the measured traces and show how these synthetic traces can be used as inputs to trace-driven simulations. We also analyze the benefits of alternative distribution infrastructures to improve the performance of a YouTube-like VoD service. The results of these simulations show that P2P-based distribution and proxy caching can reduce network traffic significantly and allow for faster access to video clips.