Journal ArticleDOI
Energy Aware Offloading for Competing Users on a Shared Communication Channel
TLDR
The paper shows that for a wide range of parameters, a game where each user independently sets its offloading decisions always has a pure Nash equilibrium, and a Gauss-Seidel-like method for determining this equilibrium is introduced.Citations
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Journal ArticleDOI
Partial Offloading Scheduling and Power Allocation for Mobile Edge Computing Systems
TL;DR: This paper investigates the joint problem of partial offloading scheduling and resource allocation for MEC systems with multiple independent tasks, and proposes iterative algorithms for the joint issue of POSP.
Journal ArticleDOI
Mobile Edge Computing Empowered Energy Efficient Task Offloading in 5G
TL;DR: This paper formulate an energy optimization problem of offloading, which aims at minimizing the overall energy consumption at all system entities and takes into account of the constraints from both computation capabilities and service delay requirement, and develop an artificial fish swarm algorithm based scheme.
Proceedings ArticleDOI
Joint offloading and resource allocation for computation and communication in mobile cloud with computing access point
Meng-Hsi Chen,Ben Liang,Min Dong +2 more
TL;DR: An efficient three-step algorithm comprising of semidefinite relaxation (SDR), alternating optimization (AO), and sequential tuning (ST) is shown to always compute a locally optimal solution, and give nearly optimal performance under a wide range of parameter settings.
Journal ArticleDOI
Learning for Computation Offloading in Mobile Edge Computing
TL;DR: A model-free reinforcement learning offloading mechanism is proposed which helps MUs learn their long-term offloading strategies to maximize theirLong-term utilities in the face of time-varying wireless environments.
Journal ArticleDOI
Toward Computation Offloading in Edge Computing: A Survey
TL;DR: A thorough literature review is conducted to reveal the state-of-the-art of computation offloading in edge computing.
References
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Journal ArticleDOI
Xen and the art of virtualization
Paul Barham,Boris Dragovic,Keir Fraser,Steven Hand,Tim Harris,Alex Ho,Rolf Neugebauer,Ian Pratt,Andrew Warfield +8 more
TL;DR: Xen, an x86 virtual machine monitor which allows multiple commodity operating systems to share conventional hardware in a safe and resource managed fashion, but without sacrificing either performance or functionality, considerably outperform competing commercial and freely available solutions.
Journal ArticleDOI
The Case for VM-Based Cloudlets in Mobile Computing
TL;DR: The results from a proof-of-concept prototype suggest that VM technology can indeed help meet the need for rapid customization of infrastructure for diverse applications, and this article discusses the technical obstacles to these transformations and proposes a new architecture for overcoming them.
Journal ArticleDOI
Pervasive computing: vision and challenges
TL;DR: The relationship of this new field to its predecessors is examined: distributed systems and mobile computing, and four new research thrusts are identified: effective use of smart spaces, invisibility, localized scalability, and masking uneven conditioning.
Proceedings ArticleDOI
MAUI: making smartphones last longer with code offload
Eduardo Cuervo,Aruna Balasubramanian,Dae-Ki Cho,Alec Wolman,Stefan Saroiu,Ranveer Chandra,Paramvir Bahl +6 more
TL;DR: MAUI supports fine-grained code offload to maximize energy savings with minimal burden on the programmer, and decides at run-time which methods should be remotely executed, driven by an optimization engine that achieves the best energy savings possible under the mobile device's current connectivity constrains.
Proceedings ArticleDOI
CloneCloud: elastic execution between mobile device and cloud
TL;DR: The design and implementation of CloneCloud is presented, a system that automatically transforms mobile applications to benefit from the cloud that enables unmodified mobile applications running in an application-level virtual machine to seamlessly off-load part of their execution from mobile devices onto device clones operating in a computational cloud.
Related Papers (5)
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Kumar Karthik,Yung-Hsiang Lu +1 more