Sebastio, Stefano and Amoretti, Michele and Lluch-Lafuente, Alberto
A Computational Field Framework for Collaborative Task Execution in Volunteer Clouds.
Working Paper
(Unpublished)
Abstract
The increasing diffusion of cloud technologies is opening new opportunities for distributed and collaborative computing. Volunteer clouds are a prominent example, where participants join and leave the platform and collaborate by sharing their computational resources. The high dynamism and unpredictability of such scenarios call for decentralized self-* approaches to guarantee QoS. We present a simulation framework for collaborative task execution in volunteer clouds and propose one concrete instance based on Ant Colony Optimization, which is validated through a set of simulation experiments based on Google workload data.
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