A Survey of Spark Scheduling Strategy Optimization Techniques and Development Trends

Spark performs excellently in large-scale data-parallel computing and iterative processing. However, with the increase in data size and program complexity, the default scheduling strategy has difficulty meeting the demands of... | Find, read and cite all the research you need on Tech Science Press

Authors

Publication Details

Journal
Computers, materials & continua/Computers, materials & continua (Print)
Published
2025-01-01
DOI
https://doi.org/10.32604/cmc.2025.063047
Primary Topic
Scheduling and Optimization Algorithms
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

A Survey of Spark Scheduling Strategy Optimization Techniques and Development Trends

Xiaoyu Wen, Chuan Li
1 links
Computers, materials & continua/Computers, materials & continua (Print)
Scheduling and Optimization Algorithms
article

A Survey of Spark Scheduling Strategy Optimization Techniques and Development Trends

Xiaoyu Wen, Chuan Li
article en

Abstract

Spark performs excellently in large-scale data-parallel computing and iterative processing. However, with the increase in data size and program complexity, the default scheduling strategy has difficulty meeting the demands of... | Find, read and cite all the research you need on Tech Science Press

Computers, materials & continua/Computers, materials & continua (Print)Vol. 83(3)
Xidian University, Key Research and Development Projects of Shaanxi Province
Openalex Percentile: Top 92%
Scheduling and Optimization Algorithms
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

A Survey of Spark Scheduling Strategy Optimization Techniques and Development Trends — Xiaoyu Wen, Chuan Li · Computers, materials & continua/Computers, materials & continua (Print) (2025) | TGRS Research Map | TGRS