MediSyn: a synthetic streaming media service workload generator
NOSSDAV '03 Proceedings of the 13th international workshop on Network and operating systems support for digital audio and video
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
Characterizing social cascades in flickr
Proceedings of the first workshop on Online social networks
Workload generation for YouTube
Multimedia Tools and Applications
Find me if you can: improving geographical prediction with social and spatial proximity
Proceedings of the 19th international conference on World wide web
What is Twitter, a social network or a news media?
Proceedings of the 19th international conference on World wide web
Everyone's an influencer: quantifying influence on twitter
Proceedings of the fourth ACM international conference on Web search and data mining
The tube over time: characterizing popularity growth of youtube videos
Proceedings of the fourth ACM international conference on Web search and data mining
Characterizing Web-Based Video Sharing Workloads
ACM Transactions on the Web (TWEB)
Influence and passivity in social media
Proceedings of the 20th international conference companion on World wide web
Proceedings of the 20th international conference on World wide web
Characterizing and modelling popularity of user-generated videos
Performance Evaluation
YouTube everywhere: impact of device and infrastructure synergies on user experience
Proceedings of the 2011 ACM SIGCOMM conference on Internet measurement conference
On word-of-mouth based discovery of the web
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
TailGate: handling long-tail content with a little help from friends
Proceedings of the 21st international conference on World Wide Web
YouTube around the world: geographic popularity of videos
Proceedings of the 21st international conference on World Wide Web
The role of social networks in information diffusion
Proceedings of the 21st international conference on World Wide Web
Infrastructures for Online Social Networking Services
IEEE Internet Computing
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Understanding the effects of social cascading on streaming media is of great importance to Web information system engineering. Given the large amount of available videos, it is often difficult for users to discover interesting content. Relying on the suggestions coming from friends seems to be a popular way to choose what to watch. Taking into account the increasing popularity of Online Social Networks and the growing popularity of streaming media, in this paper we present a detailed analysis of social cascading exchange of YouTube videos among Twitter users. Using a real data set we have recently collected, our analysis highlights several important aspects of social cascading, including its impact on YouTube videos popularity, dependence on users with a large number of followers, the effect of multiple sharing follows and the distribution of cascade duration.