Communication-aware container placement and reassignment in large-scale internet data centers

L Lv, Y Zhang, Y Li, K Xu, D Wang… - IEEE Journal on …, 2019 - ieeexplore.ieee.org
Containerization has been used in many applications for isolation purposes due to its
lightweight, scalable, and highly portable properties. However, to apply containerization in …

Multi-capacity combinatorial ordering GA in application to cloud resources allocation and efficient virtual machines consolidation

H Hallawi, J Mehnen, H He - Future Generation Computer Systems, 2017 - Elsevier
This paper describes a novel approach making use of genetic algorithms to find optimal
solutions for multi-dimensional vector bin packing problems with the goal to improve cloud …

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 …

A variable neighborhood search algorithm for the bin packing problem with compatible categories

LFOM Santos, RS Iwayama, LB Cavalcanti… - Expert Systems with …, 2019 - Elsevier
In this paper, we address the Bin Packing Problem with Compatible Categories (BPCC), a
challenging optimization problem that arises in the context of last mile distribution to …

A discrete cuckoo optimization algorithm for consolidation in cloud computing

M Tavana, S Shahdi-Pashaki, E Teymourian… - Computers & Industrial …, 2018 - Elsevier
Consolidation problems in cloud computing (CC) encompass server consolidation, virtual
machine (VM) consolidation, and task consolidation. These problems have become …

A branch-and-price algorithm for the two-dimensional vector packing problem

L Wei, M Lai, A Lim, Q Hu - European Journal of Operational Research, 2020 - Elsevier
The two-dimensional vector packing problem is a well-known generalization of the classical
bin packing problem. It considers two attributes for each item and bin. Two capacity …

Consistent neighborhood search for one-dimensional bin packing and two-dimensional vector packing

M Buljubašić, M Vasquez - Computers & Operations Research, 2016 - Elsevier
We propose a consistent neighborhood search approach for solving the one-dimensional
bin packing problem (BPP). The goal of this local search is to derive a feasible solution with …

[HTML][HTML] An investigation of F-Race training strategies for cross domain optimisation with memetic algorithms

DB Gümüş, E Özcan, J Atkin, JH Drake - Information Sciences, 2023 - Elsevier
Parameter tuning is a challenging and time-consuming task, crucial to obtaining improved
metaheuristic performance. There is growing interest in cross-domain search methods …

Scalable and direct vector bin-packing heuristic based on residual resource ratios for virtual machine placement in cloud data centers

S Jangiti, SS VS - Computers & Electrical Engineering, 2018 - Elsevier
Virtual Machine (VM) placement consolidates VMs into a minimum number of Physical
Machines (PMs), which can be viewed as a Vector Bin-Packing (VBP) problem. Recent …

A study on exponential-size neighborhoods for the bin packing problem with conflicts

R Capua, Y Frota, LS Ochi, T Vidal - Journal of Heuristics, 2018 - Springer
We propose an iterated local search based on several classes of local and large
neighborhoods for the bin packing problem with conflicts. This problem, which combines the …