An autonomic resource provisioning framework for mobile computing grids

Hariharasudhan Viswanathan; Eun Kyung Lee; Ivan Rodero; Dario Pompili

doi:10.1145/2371536.2371550

An autonomic resource provisioning framework for mobile computing grids

Hariharasudhan Viswanathan, Eun Kyung Lee, Ivan Rodero, Dario Pompili

School of Engineering, Electrical & Computer Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

13 Scopus citations

Abstract

Enabling data- and compute-intensive applications that require realtime in-the-field data collection and processing using mobile platforms is still a significant challenge due to i) the insufficient computing capabilities and unavailability of complete data on individual mobile devices and ii) the prohibitive communication cost and response time involved in offloading data to remote computing resources such as clouds for centralized computation. A novel resource provisioning framework is proposed for organizing the heterogeneous sensing, computing, and communication capabilities of static and mobile devices in the vicinity in order to form an elastic resource pool (a heterogeneous mobile computing grid) that can be harnessed to collectively process massive amounts of locally generated data in parallel. The proposed framework is imparted with autonomic capabilities, namely, self-optimization and self-organization, in order to be energy and uncertainty aware, respectively, in the dynamic mobile environment.

Original language	English (US)
Title of host publication	ICAC'12 - Proceedings of the 9th ACM International Conference on Autonomic Computing
Pages	79-83
Number of pages	5
DOIs	https://doi.org/10.1145/2371536.2371550
State	Published - 2012
Event	9th ACM International Conference on Autonomic Computing, ICAC'12 - San Jose, CA, United States Duration: Sep 18 2012 → Sep 20 2012

Publication series

Name	ICAC'12 - Proceedings of the 9th ACM International Conference on Autonomic Computing

Other

Other	9th ACM International Conference on Autonomic Computing, ICAC'12
Country	United States
City	San Jose, CA
Period	9/18/12 → 9/20/12

All Science Journal Classification (ASJC) codes

Artificial Intelligence
Applied Mathematics

Keywords

Autonomic management
Mobile grids
Uncertainty

Access to Document

10.1145/2371536.2371550

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Cite this

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title = "An autonomic resource provisioning framework for mobile computing grids",

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Viswanathan, H, Lee, EK, Rodero, I & Pompili, D 2012, An autonomic resource provisioning framework for mobile computing grids. in ICAC'12 - Proceedings of the 9th ACM International Conference on Autonomic Computing. ICAC'12 - Proceedings of the 9th ACM International Conference on Autonomic Computing, pp. 79-83, 9th ACM International Conference on Autonomic Computing, ICAC'12, San Jose, CA, United States, 9/18/12. https://doi.org/10.1145/2371536.2371550

An autonomic resource provisioning framework for mobile computing grids. / Viswanathan, Hariharasudhan; Lee, Eun Kyung; Rodero, Ivan; Pompili, Dario.

ICAC'12 - Proceedings of the 9th ACM International Conference on Autonomic Computing. 2012. p. 79-83 (ICAC'12 - Proceedings of the 9th ACM International Conference on Autonomic Computing).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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