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  1. Proceedings of the 3rd ACM SOSP Workshop on Networking, Systems, and Applications on Mobile Handhelds (MobiHeld '11)
  2. MARS: adaptive remote execution for multi-threaded mobile devices
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MARS: adaptive remote execution for multi-threaded mobile devices

Content Provider ACM Digital Library
Author Katti, Sachin Cidon, Asaf Kozyrakis, Christos London, Tomer M. Rosenblum, Mendel
Abstract Mobile devices face a growing demand to support computationally intensive applications like 3D graphics and computer vision. However, these devices are inherently limited by processor power density and device battery life. Dynamic remote execution addresses this problem, by enabling mobile devices to opportunistically offload computations to a remote server. We envision remote execution as a new type of cloud-based heterogeneous computing resource, or a "Cloud-on-Chip", which would be managed as a system resource as if it were a local CPU, with a highly variable wireless interconnect. To realize this vision, we introduce MARS, the first adaptive, online and lightweight RPC-based remote execution scheduler supporting multi-threaded and multi-core systems. MARS uses a novel efficient offloading decision algorithm that takes into account the inherent trade-offs between communication and computation delays and power consumption. Due to its lightweight design, MARS runs on the device itself, instantly adapts its decisions to changing wireless resources, and supports any number of threads and cores. We evaluated MARS using a trace-based simulator driven by real world measurements on augmented reality, face recognition and video game applications. MARS achieves an average speedup of 57% and 33% higher energy savings over the best static client-server partitions.
Starting Page 1
Ending Page 6
Page Count 6
File Format PDF
ISBN 9781450309806
DOI 10.1145/2043106.2043107
Language English
Publisher Association for Computing Machinery (ACM)
Publisher Date 2011-10-23
Publisher Place New York
Access Restriction Subscribed
Content Type Text
Resource Type Article
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