Dynamic In-Network Caching for Energy Efficient Content Delivery
14 April 2013
Consider a network of prosumers of media content in which users dynamically create and/or 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 network configuration 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 network configuration problem, 2) an offline solution, EE-OFD, that quantifies the maximum network energy efficiency that can be achieved with global knowledge of user requests and network resources, and 3) an efficient fully distributed online solution, EE-OND, 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 dynamics and heterogeneity of user requests and network resources, and adapt to changing network conditions minimizing overall energy use.