TY - GEN
T1 - Video content delivery enhancement in CDNs based on users' social information
AU - Rajapakshay, Praboda
AU - Farahbakhsh, Reza
AU - Mohammadi, Samin
AU - Dailey, Matthew N.
AU - Crespi, Noël
N1 - Publisher Copyright:
© 2016 IEEE.
PY - 2016/1/1
Y1 - 2016/1/1
N2 - With the huge growth of multimedia communication and digital content availability, energy efficient content delivery became an important research topic with the goal of reducing energy consumption of the intermediary nodes while providing better services and quality of experiences to the end users. In this paper we focus on the subject of reducing the overall network energy consumption in accessing user generated content over social media platforms. We propose an approach, namely SocialiVideo which enables users to directly share their generated video content among existing social connections. We combine the approaches used in CDNs and P2P networks together with social connections between people in order to shorten the path the data traverses on average, and improve the latency. SocialiVideo places video content in users' premises (e.g., set-top-boxes) and serve others using a P2P connection. To this end, we use users' geolocation information retrieved from their network data (IP address) as well as subscribed social networks (e.g. current city attribute in Facebook) and social characteristics (e.g. friends list, and activities, etc.). In-order to evaluate the performance of the proposed solution, we implement our prototype based on Facebook/Akamai content delivery approach and evaluates the performance with reference to the current solution of the Facebook. Based on the results, SocialiVideo unload the traffic of the network and CDN, thus reduces network energy consumption and provides advantages for multiple entities, including CDNs and ISPs, as well as better QoE for end users.%End user can access content locally and therefore less bandwidth consumption. They can access content faster. ISPs can control network bandwidth and data traffic very efficiently as most popular content may allow to disseminate via SocialiVideo. Most content providers rely on CDN to deliver their content closer to end users. Thus, need to pay huge amount of money for CDN services. SocialiVideo allow content providers such as Facebook to disseminate their content very efficiently and effectively with low cost.
AB - With the huge growth of multimedia communication and digital content availability, energy efficient content delivery became an important research topic with the goal of reducing energy consumption of the intermediary nodes while providing better services and quality of experiences to the end users. In this paper we focus on the subject of reducing the overall network energy consumption in accessing user generated content over social media platforms. We propose an approach, namely SocialiVideo which enables users to directly share their generated video content among existing social connections. We combine the approaches used in CDNs and P2P networks together with social connections between people in order to shorten the path the data traverses on average, and improve the latency. SocialiVideo places video content in users' premises (e.g., set-top-boxes) and serve others using a P2P connection. To this end, we use users' geolocation information retrieved from their network data (IP address) as well as subscribed social networks (e.g. current city attribute in Facebook) and social characteristics (e.g. friends list, and activities, etc.). In-order to evaluate the performance of the proposed solution, we implement our prototype based on Facebook/Akamai content delivery approach and evaluates the performance with reference to the current solution of the Facebook. Based on the results, SocialiVideo unload the traffic of the network and CDN, thus reduces network energy consumption and provides advantages for multiple entities, including CDNs and ISPs, as well as better QoE for end users.%End user can access content locally and therefore less bandwidth consumption. They can access content faster. ISPs can control network bandwidth and data traffic very efficiently as most popular content may allow to disseminate via SocialiVideo. Most content providers rely on CDN to deliver their content closer to end users. Thus, need to pay huge amount of money for CDN services. SocialiVideo allow content providers such as Facebook to disseminate their content very efficiently and effectively with low cost.
U2 - 10.1109/GLOCOMW.2016.7849079
DO - 10.1109/GLOCOMW.2016.7849079
M3 - Conference contribution
AN - SCOPUS:85015851175
T3 - 2016 IEEE Globecom Workshops, GC Wkshps 2016 - Proceedings
BT - 2016 IEEE Globecom Workshops, GC Wkshps 2016 - Proceedings
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2016 IEEE Globecom Workshops, GC Wkshps 2016
Y2 - 4 December 2016 through 8 December 2016
ER -