DocumentCode
623567
Title
Dynamic in-network caching for energy efficient content delivery
Author
Llorca, Jaime ; Tulino, Antonia M. ; Guan, Ke ; Esteban, Jairo ; Varvello, Matteo ; Nakjung Choi ; Kilper, Daniel
Author_Institution
Bell Labs., Alcatel-Lucent, Holmdel, NJ, USA
fYear
2013
fDate
14-19 April 2013
Firstpage
245
Lastpage
249
Abstract
Consider a network of prosumers of media content in which users dynamically create and request content objects. The request process is governed by the objects´ popularity and varies across network regions and over time. In order to meet user requests, content objects can be stored and transported over the network, characterized by the capacity and energy efficiency of the storage and transport resources. The energy efficient dynamic in-network caching problem aims at finding the evolution of the network configuration, in terms of the content objects being cached and transported over each network element at any given time, that meets user requests, satisfies network resource capacities and minimizes overall energy use. We provide 1) an information-centric optimization framework for the energy efficient dynamic in-network caching problem, 2) an offline solution, EE-OFD, based on an integer linear program (ILP) that obtains the maximum efficiency gains that can be achieved with global knowledge of user requests and network resources, and 3) an efficient fully distributed online solution, EEOND, that allows network nodes to make local caching decisions based on their current estimate of the global energy benefit. Our solutions take into account the network heterogeneity, in terms of capacity, energy efficiency and content popularity, and adapt to changing network conditions minimizing overall energy use.
Keywords
cache storage; computer network management; integer programming; linear programming; EE-OFD; EEOND; ILP; content object request; content object storage; content object transport; dynamic in-network caching; dynamical content object creation; energy efficiency; energy efficient content delivery; energy use minimization; fully distributed online solution; information-centric optimization framework; integer linear program; local caching decision; maximum efficiency gain; media content prosumers; network conditions; network configuration; network heterogeneity; network nodes; network resource capacity; object popularity; transport resource; user request; Content distribution networks; Dynamic scheduling; Energy consumption; Internet; Optimization; Routing; Vegetation; Energy efficiency; content centric networking; content delivery network; distributed optimization; in-network caching; integer linear programming;
fLanguage
English
Publisher
ieee
Conference_Titel
INFOCOM, 2013 Proceedings IEEE
Conference_Location
Turin
ISSN
0743-166X
Print_ISBN
978-1-4673-5944-3
Type
conf
DOI
10.1109/INFCOM.2013.6566772
Filename
6566772
Link To Document