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SG-PBFS: Shortest gap-priority based fair scheduling technique for job scheduling in cloud environment
Job scheduling in cloud computing plays a crucial role in optimizing resource utilization and
ensuring efficient job allocation. But cloud resources may be wasted, or service performance …
ensuring efficient job allocation. But cloud resources may be wasted, or service performance …
Optimal scheduling in the multiserver-job model under heavy traffic
Multiserver-job systems, where jobs require concurrent service at many servers, occur
widely in practice. Essentially all of the theoretical work on multiserver-job systems focuses …
widely in practice. Essentially all of the theoretical work on multiserver-job systems focuses …
The RESET and MARC techniques, with application to multiserver-job analysis
Abstract Multiserver-job (MSJ) systems, where jobs need to run concurrently across many
servers, are increasingly common in practice. The default service ordering in many settings …
servers, are increasingly common in practice. The default service ordering in many settings …
Dag-based workflows scheduling using actor–critic deep reinforcement learning
GP Koslovski, K Pereira, PR Albuquerque - Future Generation Computer …, 2024 - Elsevier
Abstract High-Performance Computing (HPC) is essential to support the advance in multiple
research and industrial fields. Despite the recent growth in processing and networking …
research and industrial fields. Despite the recent growth in processing and networking …
WCFS: A new framework for analyzing multiserver systems
Multiserver queueing systems are found at the core of a wide variety of practical systems.
Many important multiserver models have a previously-unexplained similarity: identical mean …
Many important multiserver models have a previously-unexplained similarity: identical mean …
Improving the performance of batch schedulers using online job runtime classification
Job scheduling in high-performance computing platforms is a hard problem that involves
uncertainties on both the job arrival process and their execution times. Users typically …
uncertainties on both the job arrival process and their execution times. Users typically …
Rlschert: An hpc job scheduler using deep reinforcement learning and remaining time prediction
Q Wang, H Zhang, C Qu, Y Shen, X Liu, J Li - Applied Sciences, 2021 - mdpi.com
The job scheduler plays a vital role in high-performance computing platforms. It determines
the execution order of the jobs and the allocation of resources, which in turn affect the …
the execution order of the jobs and the allocation of resources, which in turn affect the …
Optimal Scheduling in Multiserver Queues
I Grosof - ACM SIGMETRICS Performance Evaluation Review, 2024 - dl.acm.org
Scheduling theory is a key tool for reducing latency (ie response time) in queueing systems.
Scheduling, ie choosing the order in which to serve jobs, can reduce response time by an …
Scheduling, ie choosing the order in which to serve jobs, can reduce response time by an …
Qualitatively analyzing optimization objectives in the design of hpc resource manager
A correct evaluation of scheduling algorithms and a good understanding of their optimization
criteria are key components of resource management in HPC. In this work, we discuss bias …
criteria are key components of resource management in HPC. In this work, we discuss bias …
ServerFilling: A better approach to packing multiserver jobs
Ever since the advent of" multiserver jobs"(jobs that require more than one server or core
simultaneously), practitioners have been faced with the question of how to pack these jobs …
simultaneously), practitioners have been faced with the question of how to pack these jobs …