Hyper-heuristic local search for combinatorial optimisation problems

A Turky, NR Sabar, S Dunstall, A Song - Knowledge-Based Systems, 2020 - Elsevier
Local search algorithms have been successfully used for many combinatorial optimisation
problems. The choice of the most suitable local search algorithm is, however, a challenging …

Vector bin packing with heterogeneous bins: application to the machine reassignment problem

M Gabay, S Zaourar - Annals of Operations Research, 2016 - Springer
In this paper, we introduce a generalization of the vector bin packing problem, where the
bins have variable sizes. This generalization can be used to model virtual machine …

Optimizing Resource Allocation in Hyperscale Datacenters: Scalability, Usability, and Experiences

N Kumar, PM Ruiz, V Menon, I Kabiljo… - … USENIX Symposium on …, 2024 - usenix.org
Meta's private cloud uses millions of servers to host tens of thousands of services that power
multiple products for billions of users. This complex environment has various optimization …

Operations and implementation of complex objects

W Kim, HT Chou, J Banerjee - IEEE transactions on software …, 1988 - ieeexplore.ieee.org
A model of a complex object is presented and a set of meaningful operations, both basic and
advanced, on a single complex object and on a configuration of complex objects is defined …

Multi-objective large neighborhood search

P Schaus, R Hartert - Principles and Practice of Constraint Programming …, 2013 - Springer
Abstract Large neighborhood search (LNS)[25] is a framework that combines the
expressiveness of constraint programming with the efficiency of local search to solve …

Tuning parameters of large neighborhood search for the machine reassignment problem

Y Malitsky, D Mehta, B O'Sullivan, H Simonis - … of AI and OR Techniques in …, 2013 - Springer
Data centers are a critical and ubiquitous resource for providing infrastructure for banking,
Internet and electronic commerce. One way of managing data centers efficiently is to …

Evolving instance-specific algorithm configuration

Y Malitsky, Y Malitsky - Instance-Specific Algorithm Configuration, 2014 - Springer
One of the main underlying themes of the previous chapters has been to demonstrate that
there is no single solver that performs best across a broad set of problem types and …

Constraint-based large neighborhood search for machine reassignment: A solution approach to the ROADEF/EURO challenge 2012

F Brandt, J Speck, M Völker - Annals of Operations Research, 2016 - Springer
This paper addresses a process-to-machine reassignment problem arising in cloud
computing environments. The problem formulation has been posed as the ROADEF/EURO …

Bin packing with linear usage costs–an application to energy management in data centres

H Cambazard, D Mehta, B O'Sullivan… - Principles and Practice of …, 2013 - Springer
EnergeTIC is a recent industrial research project carried out in Grenoble on optimizing
energy consumption in data-centres. The efficient management of a data-centre involves …

A pressure-aware policy for contention minimization on multicore systems

S Kundan, T Marinakis, I Anagnostopoulos… - ACM Transactions on …, 2022 - dl.acm.org
Modern Chip Multiprocessors (CMPs) are integrating an increasing amount of cores to
address the continually growing demand for high-application performance. The cores of a …