A multi-objective framework for effective performance fault injection in distributed systems

Modern distributed systems should be built to anticipate performance degradation. Often requests in these systems involve ten to thousands Remote Procedure Calls, each of which can be a source of performance degradation. The PhD programme presented here intends to address this issue by providing aut...

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Main Author: Traini, Luca
Format: Conference Proceeding
Language:English
Subjects:
Distributed Systems
Fault Injection
Software and its engineering > Software creation and management > Search-based software engineering
Software and its engineering > Software organization and properties > Extra-functional properties > Software performance
Software Performance
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description Modern distributed systems should be built to anticipate performance degradation. Often requests in these systems involve ten to thousands Remote Procedure Calls, each of which can be a source of performance degradation. The PhD programme presented here intends to address this issue by providing automated instruments to effectively drive performance fault injection in distributed systems. The envisioned approach exploits multi-objective search-based techniques to automatically find small combinations of tiny performance degradations induced by specific RPCs,which have significant impacts on the user-perceived performance. Automating the search of these events will improve the ability to inject performance issues in production in order to force developers to anticipate and mitigate them.
doi_str_mv 10.1145/3238147.3241535
format conference_proceeding
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identifier ISBN: 145035937X
ispartof 2018 33rd IEEE/ACM International Conference on Automated Software Engineering (ASE), 2018, p.936-939
issn 2643-1572
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source IEEE Xplore All Conference Series
subjects Distributed Systems
Fault Injection
Software and its engineering -- Software creation and management -- Search-based software engineering
Software and its engineering -- Software organization and properties -- Extra-functional properties -- Software performance
Software Performance
title A multi-objective framework for effective performance fault injection in distributed systems
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