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Characterizing web-based video sharing workloads

Siddharth Mitra, Mayank Agrawal, Amit Yadav, Niklas Carlsson, Derek Eager, Anirban Mahanti
2009 Proceedings of the 18th international conference on World wide web - WWW '09  
This paper identifies invariants in video sharing workloads, through comparison of the workload characteristics of four popular video sharing services.  ...  Video sharing services that allow ordinary Web users to upload video clips of their choice and watch video clips uploaded by others have recently become very popular.  ...  In general, these Web-based video sharing systems are concerned with short duration videos.  ... 
doi:10.1145/1526709.1526923 dblp:conf/www/MitraAYCEM09 fatcat:rdlsvruonzap7o7jy5idlsssti

Characterizing Web-Based Video Sharing Workloads

Siddharth Mitra, Mayank Agrawal, Amit Yadav, Niklas Carlsson, Derek Eager, Anirban Mahanti
2011 ACM Transactions on the Web  
This paper identifies invariants in video sharing workloads, through comparison of the workload characteristics of four popular video sharing services.  ...  Video sharing services that allow ordinary Web users to upload video clips of their choice and watch video clips uploaded by others have recently become very popular.  ...  In general, these Web-based video sharing systems are concerned with short duration videos.  ... 
doi:10.1145/1961659.1961662 fatcat:rfokucjqmbg5rkli7ipr4h7mku

Characterization and Throttling-Based Mitigation of Memory Interference for Heterogeneous Smartphones

Davesh Shingari, Akhil Arunkumar, Carole-Jean Wu
2015 2015 IEEE International Symposium on Workload Characterization  
Our results show that user-centric smartphone applications, such as web browsing and media player, suffer upto 34% and 21% performance degradation, respectively, from shared resource contention at the  ...  The characterization studies are performed on a real smartphone device -Google Nexus5 -running an Android operating system.  ...  WORKLOAD COMBINATIONS FOR SCENARIO 2B Use Case Workload Combination WL11: Browsing + music player web browsing, audio playback WL12: Browsing + video conferencing web browsing, Skype Use  ... 
doi:10.1109/iiswc.2015.9 dblp:conf/iiswc/ShingariAW15 fatcat:zb53b24z2baizbubkhksj5ncwe

Workload characterization of a location-based social network

Theo Lins, Adriano C. M. Pereira, Fabrício Benevenuto
2014 Social Network Analysis and Mining  
This article aims at characterizing and modeling the patterns of requests that reach a server of a location-based social network.  ...  Recently, there has been a large popularization of location-based social networks, such as FourSquare and Apontador, in which users can share their current locations, upload tips and make comments about  ...  [8] provided the first workload of a video-sharing service from the point of view of the web server, presenting a characterization of sessions and user navigation profiles.  ... 
doi:10.1007/s13278-014-0209-1 fatcat:xobzicbdvbampefpmtgnlhwanm

Impact of Social Networking Services on the Performance and Scalability of Web Server Infrastructures

Claudia Canali, José Daniel Garcia, Riccardo Lancellotti
2008 2008 Seventh IEEE International Symposium on Network Computing and Applications  
The impact of these novel services on the underlying Web infrastructures is significantly different from traditional Web-based services and has not yet been widely studied.  ...  The evolution of Internet is heading towards a new generation of social networking services that are characterized by novel access patterns determined by social interactions among the users and by a growing  ...  Video size distribution To model the workload of the Video sharing service, we refer to the video size distribution described in [6] .  ... 
doi:10.1109/nca.2008.34 dblp:conf/nca/CanaliGL08 fatcat:s75u2przqbdl3puutg345gfgoq

Understanding internet video sharing site workload

Xiaozhu Kang, Hui Zhang, Guofei Jiang, Haifeng Chen, Xiaoqiao Meng, Kenji Yoshihira
2008 Proceeding of the 17th international conference on World Wide Web - WWW '08  
In this paper we measured and analyzed the workload on Yahoo! Video, the 2nd largest U.S. video sharing site, to understand its nature and the impact on online video data center design.  ...  video distribution systems.  ...  INTRODUCTION Internet Video sharing web sites such as YouTube [1] have attracted millions of users in a dazzling speed during the past few years.  ... 
doi:10.1145/1367497.1367674 dblp:conf/www/KangZJCMY08 fatcat:j4v3gry46vefdf5didmv6fbpbq

Workload characterization of selected JEE-based Web 2.0 applications

Priya Nagpurkar, William Horn, U. Gopalakrishnan, Niteesh Dubey, Joefon Jann, Pratap Pattnaik
2008 2008 IEEE International Symposium on Workload Characterization  
2.0 features as benchmarks, generating Web 2.0 workloads Characterization on IBM's Power5 architecture Outline • Introduction • Web 2.0 Overview • Benchmarks and Workloads • Results • Related  ...  LinkedIn folksonomy Digg bookmarking Communities Video Sharing Avatars Facebook Social Networking Social Bookmarking Rich Internet Application Mashup Web 2.0 Overview Client (sophisticated  ... 
doi:10.1109/iiswc.2008.4636096 dblp:conf/iiswc/NagpurkarHGDJP08 fatcat:jkawztlkqzh33jzj2lzl2vptea

Understanding Internet Video sharing site workload: A view from data center design

Xiaozhu Kang, Hui Zhang, Guofei Jiang, Haifeng Chen, Xiaoqiao Meng, Kenji Yoshihira
2010 Journal of Visual Communication and Image Representation  
In this paper we measured and analyzed the workload on Yahoo! Video, the 2nd largest U.S. video sharing site, to understand its nature and the impact on online video data center design.  ...  video distribution systems.  ...  INTRODUCTION Internet Video sharing web sites such as YouTube [1] have attracted millions of users in a dazzling speed during the past few years.  ... 
doi:10.1016/j.jvcir.2009.06.007 fatcat:cmuqob47efbfldvooch3eelndm

Characterizing user sessions on YouTube

Phillipa Gill, Martin Arlitt, Zongpeng Li, Anirban Mahanti, Reza Rejaie, Roger Zimmermann
2008 Multimedia Computing and Networking 2008  
These differences have implications for network capacity planning and design of next generation synthetic Web workloads.  ...  We compare and contrast our results with "traditional" Web user sessions. We find that YouTube users transfer more data and have longer think times than traditional Web workloads.  ...  With such knowledge we intend to develop new, more accurate, models of current Web workloads.  ... 
doi:10.1117/12.775130 fatcat:bqbfofcohvbbliopmi7v7jamqq

Measurement and analysis of cyberlocker services

Aniket Mahanti
2011 Proceedings of the 20th international conference companion on World wide web - WWW '11  
of CLS on Web 2.0 (and the Internet).  ...  The decline of Peerto-Peer (P2P) file sharing has prompted various services including CLS to replace it. We propose a comprehensive multi-level characterization of the CLS ecosystem.  ...  When possible, we will contrast the results to similar systems such as P2P systems and Web-based video sharing services.  ... 
doi:10.1145/1963192.1963346 dblp:conf/www/Mahanti11 fatcat:rtzvyjyw2nhkrm4gwv4nogf5pm

Performance Evolution of Mobile Web-Based Services

Claudia Canali, Michele Colajanni, Riccardo Lancellotti
2009 IEEE Internet Computing  
Mobile Web Trends 2007 to 2011, Gartner Group, June 2007; www.gartner.com/Display Document?id=507337. A. Williams et al., "Web Workload Characterization: 9. Ten Years Later," Web Content Delivery, X.  ...  Mobile Web-Based Services To evaluate the future performance requirements of mobile Web-based services, we consider three main factors: workload characteristics' evolution and technological improvements  ... 
doi:10.1109/mic.2009.43 fatcat:3oqzjm5edza7rba7xmhifhdyqq

Geographical Characterization of YouTube: a Latin American View

Fernando Duarte, Fernando Duarte, Fabricio Benevenuto, Fabricio Benevenuto, Virgilio Almeida, Virgilio Almeida, Jussara Almeida, Jussara Almeida
2007 2007 Latin American Web Conference (LA-WEB 2007)  
YouTube is the largest online social video sharing service, that generates a huge amount of Web traffic. This paper presents a geographical characterization of YouTube usage.  ...  In most of these applications, users interact with other users and create content that becomes available on the Web, such as textual information, photos, and videos.  ...  Related Work Workload characterization is fundamental to the understanding and engineering of Internet systems. Many studies focused on the characterization of Web workloads [5, 7, 8, 12] .  ... 
doi:10.1109/laweb.2007.4383154 fatcat:omaqtos5nzdpjl6zattcu75zma

Geographical Characterization of YouTube: a Latin American View

Fernando Duarte, Fabricio Benevenuto, Virgilio Almeida, Jussara Almeida
2007 2007 Latin American Web Conference (LA-WEB 2007)  
YouTube is the largest online social video sharing service, that generates a huge amount of Web traffic. This paper presents a geographical characterization of YouTube usage.  ...  In most of these applications, users interact with other users and create content that becomes available on the Web, such as textual information, photos, and videos.  ...  Related Work Workload characterization is fundamental to the understanding and engineering of Internet systems. Many studies focused on the characterization of Web workloads [5, 7, 8, 12] .  ... 
doi:10.1109/la-web.2007.17 fatcat:k2hzurkgdbbctcimdr7axfb54q

Analysis of Enterprise Media Server Workloads: Access Patterns, Locality, Content Evolution, and Rates of Change

L. Cherkasova, M. Gupta
2004 IEEE/ACM Transactions on Networking  
This analysis aims to establish a set of properties specific to the enterprise media server workloads and to compare them to well-known related observations about the web server workloads.  ...  We propose two new metrics characterizing the temporal properties: 1) the new files impact metric characterizing the site evolution due to new content and 2) the life span metric reflecting the rates of  ...  One goal of our analysis is to characterize the locality properties in media server workloads and to compare them with traditional web workloads characterization.  ... 
doi:10.1109/tnet.2004.836125 fatcat:tt5vrz3rtrduhah3rplka7yaqy

Resource Management Strategies for Mobile Web-Based Services

Claudia Canali, Michele Colajanni, Riccardo Lancellotti
2008 2008 IEEE International Conference on Wireless and Mobile Computing, Networking and Communications  
First, we analyze the five-years trend of Mobile Web-based applications in terms of workload characteristics of the most popular services and their impact on the server infrastructures.  ...  As the technological improvements at the server level in the same period of time are insufficient to face the computational requirements of the future Mobile Web-based services, we propose and evaluate  ...  For example, photo and video sharing services (e.g., YouTube, Flickr) are causing an explosion of demand for multimedia content.  ... 
doi:10.1109/wimob.2008.94 dblp:conf/wimob/CanaliCL08 fatcat:kyzvym4445cnpba4iqizexoiai
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