Data-driven mixed-Integer linear programming-based optimisation for efficient failure detection in large-scale distributed systems

•A nonlinear optimisation model for high-performing probabilistic failure detectors.•Transformed nonlinear optimisation model to Mixed-Integer Linear Problem.•New self-optimised failure detector using network data and the model optimal solutions.•Design of a heuristic algorithm to efficiently tackle...

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Bibliographic Details

Published in:	European journal of operational research Vol. 303; no. 1; pp. 337 - 353
Main Authors:	Er-Rahmadi, Btissam, Ma, Tiejun
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 16.11.2022
Subjects:	Distributed systems Failure detection Heartbeats Mixed integer linear programming Nonlinear programming Heartbeats Failure detection Nonlinear programming Mixed integer linear programming Distributed systems
ISSN:	0377-2217, 1872-6860
Online Access:	Get full text
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