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Energy-Efficient Massive Content Delivery via Devices-to-Devices Communication
- Source :
- GLOBECOM Workshops
- Publication Year :
- 2018
- Publisher :
- IEEE, 2018.
-
Abstract
- Conventionally, the D2D content sharing mode is “one-to-one” matching, i.e, one demander will select one provider to request files from it. Under this mode, it is hard to cope with the growing demand for multimedia services for mobile users due to limited battery capacity for mobile devices. In this work, we propose an energy-efficient content sharing system via a novel Devices-to-Devices Communication (Ds2Ds), which shares content among multiple users to reduce the power consumption per user device. The highlights of this work lie in three parts. Firstly, we model the match of providers to demanders as a maximum weighted matching problem, and find a distributed algorithm to solve it. Secondly, we design an optimal packet split algorithm for Ds2Ds under comprehensive consideration of two aspects of communication efficiency and energy consumption to solve the problem how many data packets each provider transfers. Thirdly, we model the file reconstruction problem of collaboration demanders as a NP-hard problem and develop a best-effort distributed greedy algorithm framework to find the shortest file reconstruction path. Finally, numerical results demonstrate that the proposed mechanism can greatly reduce the energy consumption of each device.
- Subjects :
- Matching (statistics)
Computer science
Network packet
business.industry
020206 networking & telecommunications
02 engineering and technology
Energy consumption
Distributed algorithm
Path (graph theory)
0202 electrical engineering, electronic engineering, information engineering
020201 artificial intelligence & image processing
business
Greedy algorithm
Mobile device
Efficient energy use
Computer network
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- 2018 IEEE Globecom Workshops (GC Wkshps)
- Accession number :
- edsair.doi...........d0f6dac80d56d8e9ebc2f6501590ab51
- Full Text :
- https://doi.org/10.1109/glocomw.2018.8644412