Adaptive large neighborhood search heuristics for multi-tier service deployment problems in clouds

DOI10.1016/j.ejor.2016.11.003zbMath1402.90215OpenAlexW2547758711MaRDI QIDQ1751896

Jean-François Cordeau, Bjørn Nygreen, Lars Magnus Hvattum, Anders N. Gullhav

Publication date: 25 May 2018

Published in: European Journal of Operational Research (Search for Journal in Brave)

Full work available at URL: http://hdl.handle.net/11250/2423249

zbMATH Keywords

metaheuristicslocal searchreplicationcloud computing

Mathematics Subject Classification ID

Programming involving graphs or networks (90C35) Approximation methods and heuristics in mathematical programming (90C59) Combinatorial optimization (90C27) Performance evaluation, queueing, and scheduling in the context of computer systems (68M20) Internet topics (68M11)

Related Items (9)

Variable neighborhood search for quadratic multiple constraint variable sized bin-packing problem ⋮ Data-driven mixed-integer linear programming-based optimisation for efficient failure detection in large-scale distributed systems ⋮ A survey of adaptive large neighborhood search algorithms and applications ⋮ A general deep reinforcement learning hyperheuristic framework for solving combinatorial optimization problems ⋮ Colocating tasks in data centers using a side-effects performance model ⋮ An adaptive large neighborhood search approach for multiple traveling repairman problem with profits ⋮ Co-residence based data vulnerability vs. security in cloud computing system with random server assignment ⋮ Meta-analysis of metaheuristics: quantifying the effect of adaptiveness in adaptive large neighborhood search ⋮ A matheuristic for AGV scheduling with battery constraints

Uses Software

• SMAC

Cites Work

• Hybrid column generation and large neighborhood search for the dial-a-ride problem
• A branch and price approach for deployment of multi-tier software services in clouds
• Computational intelligence in reliability engineering. Evolutionary techniques in reliability analysis and optimization
• A general heuristic for vehicle routing problems
• Computational study of a column generation algorithm for bin packing and cutting stock problems
• Record breaking optimization results using the ruin and recreate principle
• Combining (Integer) Linear Programming Techniques and Metaheuristics for Combinatorial Optimization
• Variable neighborhood search: Principles and applications

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