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...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	European journal of operational research Jg. 303; H. 1; S. 337 - 353
Hauptverfasser:	Er-Rahmadi, Btissam, Ma, Tiejun
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier B.V 16.11.2022
Schlagworte:	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-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!