Hyper-heuristic local search for combinatorial optimisation problems
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 …
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 …
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 …
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 …
advanced, on a single complex object and on a configuration of complex objects is defined …
Multi-objective large neighborhood search
Abstract Large neighborhood search (LNS)[25] is a framework that combines the
expressiveness of constraint programming with the efficiency of local search to solve …
expressiveness of constraint programming with the efficiency of local search to solve …
Tuning parameters of large neighborhood search for the machine reassignment problem
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 …
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 …
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
This paper addresses a process-to-machine reassignment problem arising in cloud
computing environments. The problem formulation has been posed as the ROADEF/EURO …
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
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 …
energy consumption in data-centres. The efficient management of a data-centre involves …
A pressure-aware policy for contention minimization on multicore systems
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 …
address the continually growing demand for high-application performance. The cores of a …