Paper Info
Title
FastHLA: Energy-Efficient Mobile Data Transfer Optimization Based on Historical Log Analysis.
Abstract
Mobile data traffic will exceed PC Internet traffic by 2020. As the number of smartphone users and the amount of data transferred per smartphone grow exponentially, limited battery power is becoming an increasingly critical problem for mobile devices which depend on the network I/O. Despite the growing body of research in power management techniques for the mobile devices at the hardware layer as well as the lower layers of the networking stack, there has been little work focusing on saving energy at the application layer for the mobile systems during network I/O. In this paper, we propose a novel technique, called FastHLA, that can achieve significant energy savings at the application layer during mobile network I/O without sacrificing the performance. FastHLA is based on historical log analysis and real-time dynamic tuning of mobile data transfers to achieve the optimization goal. FastHLA can increase the data transfer throughout by up to 10X and decrease the energy consumption by up to 5X compared to state-of-the-art HTTP/2.0 transfers.
Year
DOI
Venue
2018
10.1145/3265863.3265871
MobiCom: Mobile Computing and Networking
Keywords
Field
DocType
Mobile computing, energy efficiency, protocol optimization, dynamic tuning
Mobile computing,Power management,Application layer,Computer science,Efficient energy use,Computer network,Mobile device,Cellular network,Energy consumption,Mobile broadband
Conference
ISBN
Citations 
PageRank 
978-1-4503-5962-7
0
0.34
References 
Authors
26
4
Name
Order
Citations
PageRank
Kemal Guner1142.28
M. S. S. Q. Zulkar Nine200.34
Muhammed Fatih Bulut300.68
Kosar, Tevfik461448.67