Search | Engineering

Subscribe Submit

Home Journals Focus Achievement Fronts About Us 中文版

Resource Type

Journal Article 1

Year

2017 1

Keywords

Approximation jobs 1

Deadline 1

MapReduce 1

Straggler mitigation 1

Task scheduling 1

Search scope:

排序： Display mode:

Meeting deadlines for approximation processing in MapReduce environments Article

Ming-hao HU, Chang-jian WANG, Yu-xing PENG

Frontiers of Information Technology & Electronic Engineering 2017, Volume 18, Issue 11, Pages 1754-1772 doi: 10.1631/FITEE.1601056

Abstract: To provide timely results for big data analytics, it is crucial to satisfy deadline requirements forcomplete the entire job before the specified time limit, where missed deadlines result because of tight deadlineconstraints or lack of resources; the second is to run a pre-constructed sample based on deadline constraintsIn this paper, we propose a deadline-oriented task scheduling approach, named ‘Dart’, to address theGiven a specified deadline and restricted resources, Dart uses an iterative estimation method, which

Keywords： MapReduce Approximation jobs Deadline Task scheduling Straggler mitigation