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Provenance-Aware Self-Healing Systems for Heterogeneous Computing Environments

Authors:
Bahadır Dündar
Mehmet S. Aktaş

Keywords: self-healing capabilities; fault tolerance; dynamic replication; provenance; heterogeneous; IoT

Abstract:
Dependability is an important attribute for heterogeneous computing environments and their applications. The growing complexity and dependency of heterogeneous computing environments makes fault tolerance an appealing research area. In this study, we discuss the inability to forecast faults in large-scale execution traces. In addition, we discuss research challenges in self-healing capabilities for autonomic, dynamically coordinated smart-environments based on the supervision of continuous monitoring of execution traces. To address such limitations and research challenges, we introduce a methodology, in which the state data coming from heterogeneous computing environments, such as Internet of Things (IoT) devices, is monitored for predictive maintenance, optimization and dynamic provisioning.

Pages: 7 to 11

Copyright: Copyright (c) IARIA, 2016

Publication date: May 22, 2016

Published in: conference

ISSN: 2308-3972

ISBN: 978-1-61208-474-9

Location: Valencia, Spain

Dates: from May 22, 2016 to May 26, 2016