A survey of the state-of-the-art in fair multi-resource allocations for data centers

P Poullie, T Bocek, B Stiller - IEEE Transactions on Network …, 2017 - ieeexplore.ieee.org
Multi-resource allocation in data centers determines a network and service management
task of crucial importance. While, traditionally computing systems are shared based on a …

Fairness constraint efficiency optimization for multiresource allocation in a cluster system serving internet of things

S Chen, C Yang, W Huang, W Liang… - International Journal …, 2023 - Wiley Online Library
Massive, diverse, and high‐frequency Internet of Things (IoT) applications pose challenges
to the operation of cluster systems that serve it. Fair and efficient multidimensional resource …

A scheduler-level incentive mechanism for energy efficiency in HPC

Y Georgiou, D Glesser, K Rzadca… - 2015 15th IEEE/ACM …, 2015 - ieeexplore.ieee.org
Energy consumption has become one of the most important factors in High Performance
Computing platforms. However, while there are various algorithmic and programming …

Real-life experience with major reconfiguration of job scheduling system

D Klusáček, Š Tóth, G Podolníková - … for Parallel Processing: 19th and 20th …, 2017 - Springer
This work describes the goals and impacts of a large reconfiguration of the job scheduling
system, used in the Czech National Grid and Cloud infrastructure MetaCentrum, which was …

Multi-resource scheduling of moldable workflows

L Perotin, S Kandaswamy, H Sun… - Journal of Parallel and …, 2024 - Elsevier
Resource scheduling plays a vital role in High-Performance Computing (HPC) systems.
Most scheduling research in HPC has focused on only a single type of resource (eg …

On interactions among scheduling policies: Finding efficient queue setup using high-resolution simulations

D Klusáček, Š Tóth - Euro-Par 2014 Parallel Processing: 20th International …, 2014 - Springer
Many studies in the past two decades focused on the problem of efficient job scheduling in
HPC and Grid-like systems. While many new scheduling algorithms have been proposed for …

Scheduling scientific workloads in private cloud: problems and approaches

D Klusáček, B Parak, G Podolnikova… - Proceedings of the10th …, 2017 - dl.acm.org
Public cloud providers are using the" pay-per-use" model when providing their resources to
customers. Among other advantages, it allows the provider to react to changing demands …

Colocating tasks in data centers using a side-effects performance model

F Pascual, K Rzadca - European Journal of Operational Research, 2018 - Elsevier
In data centers, many tasks (services, virtual machines or computational jobs) share a single
physical machine. We explore a new resource management model for such colocation. Our …

The design and evaluation of a heaviness metric for cloud fairness and correct virtual machine configurations

P Poullie, B Stiller - Economics of Grids, Clouds, Systems, and Services …, 2017 - Springer
Fairness problems in data centers have been pointed out frequently over the last years. To
enforce fairness in data centers, the application of job/Virtual Machine (VM) scheduling …

Virtual machine priority adaption to enforce fairness among cloud users

P Poullie, S Mannhart, B Stiller - 2016 12th International …, 2016 - ieeexplore.ieee.org
In recent years fairness problems in data centers have been pointed out and job/Virtual
Machine (VM) scheduling has been chosen as a solution approach. Clouds are a special …