Congestion avoidance and control
SIGCOMM '88 Symposium proceedings on Communications architectures and protocols
A flow-based model for internet backbone traffic
Proceedings of the 2nd ACM SIGCOMM Workshop on Internet measurment
Understanding user behavior in large-scale video-on-demand systems
Proceedings of the 1st ACM SIGOPS/EuroSys European Conference on Computer Systems 2006
Can internet video-on-demand be profitable?
Proceedings of the 2007 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
Analyzing video services in Web 2.0: a global perspective
Proceedings of the 18th International Workshop on Network and Operating Systems Support for Digital Audio and Video
Computer Networks: The International Journal of Computer and Telecommunications Networking
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
An experimental evaluation of rate-adaptation algorithms in adaptive streaming over HTTP
MMSys '11 Proceedings of the second annual ACM conference on Multimedia systems
Application flow control in YouTube video streams
ACM SIGCOMM Computer Communication Review
Trickle: rate limiting YouTube video streaming
USENIX ATC'12 Proceedings of the 2012 USENIX conference on Annual Technical Conference
Confused, timid, and unstable: picking a video streaming rate is hard
Proceedings of the 2012 ACM conference on Internet measurement conference
Network performance of smart mobile handhelds in a university campus WiFi network
Proceedings of the 2012 ACM conference on Internet measurement conference
Enhancing the performance of TCP over Wi-Fi power saving mechanisms
Wireless Networks
Improving fairness, efficiency, and stability in HTTP-based adaptive video streaming with FESTIVE
Proceedings of the 8th international conference on Emerging networking experiments and technologies
The role of twitter in youtube videos diffusion
WISE'12 Proceedings of the 13th international conference on Web Information Systems Engineering
A comparative study of android and iOS for accessing internet streaming services
PAM'13 Proceedings of the 14th international conference on Passive and Active Measurement
Proceedings of the 2013 ACM SIGCOMM workshop on Future human-centric multimedia networking
Using crowd-sourced viewing statistics to save energy in wireless video streaming
Proceedings of the 19th annual international conference on Mobile computing & networking
Observing home wireless experience through WiFi APs
Proceedings of the 19th annual international conference on Mobile computing & networking
A measurement-based study of MultiPath TCP performance over wireless networks
Proceedings of the 2013 conference on Internet measurement conference
MASERATI: mobile adaptive streaming based on environmental and contextual information
Proceedings of the 8th ACM international workshop on Wireless network testbeds, experimental evaluation & characterization
Virtualizing the access network via open APIs
Proceedings of the ninth ACM conference on Emerging networking experiments and technologies
Bullet trains: a study of NIC burst behavior at microsecond timescales
Proceedings of the ninth ACM conference on Emerging networking experiments and technologies
Internet video delivery in youtube: from traffic measurements to quality of experience
DataTraffic Monitoring and Analysis
Characterizing Client Behavior of Commercial Mobile Video Streaming Services
Proceedings of Workshop on Mobile Video Delivery
Improving Fairness, Efficiency, and Stability in HTTP-Based Adaptive Video Streaming With Festive
IEEE/ACM Transactions on Networking (TON)
Recursively cautious congestion control
NSDI'14 Proceedings of the 11th USENIX Conference on Networked Systems Design and Implementation
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Video streaming represents a large fraction of Internet traffic. Surprisingly, little is known about the network characteristics of this traffic. In this paper, we study the network characteristics of the two most popular video streaming services, Netflix and YouTube. We show that the streaming strategies vary with the type of the application (Web browser or native mobile application), and the type of container (Silverlight, Flash, or HTML5) used for video streaming. In particular, we identify three different streaming strategies that produce traffic patterns from non-ack clocked ON-OFF cycles to bulk TCP transfer. We then present an analytical model to study the potential impact of these streaming strategies on the aggregate traffic and make recommendations accordingly.