A Survey on Automatic Parameter Tuning for Big Data Processing Systems

Herodotos Herodotou; Yuxing Chen; Jiaheng Lu

doi:10.1145/3381027

A Survey on Automatic Parameter Tuning for Big Data Processing Systems

ACM Computing Surveys ◽

10.1145/3381027 ◽

2020 ◽

Vol 53 (2) ◽

pp. 1-37 ◽

Cited By ~ 3

Author(s):

Herodotos Herodotou ◽

Yuxing Chen ◽

Jiaheng Lu

Keyword(s):

Big Data ◽

Data Processing ◽

Parameter Tuning ◽

Big Data Processing ◽

Automatic Parameter Tuning

mrMoulder: A recommendation-based adaptive parameter tuning approach for big data processing platform

Future Generation Computer Systems ◽

10.1016/j.future.2018.05.080 ◽

2019 ◽

Vol 93 ◽

pp. 570-582 ◽

Cited By ~ 4

Author(s):

Lin Cai ◽

Yong Qi ◽

Wei Wei ◽

Jinsong Wu ◽

Jingwei Li

Keyword(s):

Big Data ◽

Data Processing ◽

Parameter Tuning ◽

Big Data Processing ◽

Adaptive Parameter ◽

Processing Platform

Scalable and Flexible Big Data Analytic Framework (SFBAF) For Big Data Processing and Knowledge Extraction

International Conference on Engineering Technologies and Big Data Analytics (ETBDA’2016) Jan. 21-22, 2016 Bangkok (Thailand) ◽

10.15242/iie.e0116024 ◽

2016 ◽

Cited By ~ 1

Keyword(s):

Big Data ◽

Data Processing ◽

Knowledge Extraction ◽

Analytic Framework ◽

Big Data Processing ◽

Data Analytic

Load Balancing in Big Data Processing Systems

International Review of Automatic Control (IREACO) ◽

10.15866/ireaco.v12i1.16808 ◽

2019 ◽

Vol 12 (1) ◽

pp. 42 ◽

Cited By ~ 1

Author(s):

Andrey I. Vlasov ◽

Konstantin A. Muraviev ◽

Alexandra A. Prudius ◽

Demid A. Uzenkov

Keyword(s):

Big Data ◽

Load Balancing ◽

Data Processing ◽

Big Data Processing

A provisioning mechanism for big data processing with high efficiency under GLOUD

Industrial Electronics and Engineering ◽

10.2495/iciee140341 ◽

2014 ◽

Cited By ~ 1

Author(s):

Zhi Zeng

Keyword(s):

Big Data ◽

Data Processing ◽

High Efficiency ◽

Big Data Processing

Operational qualification of scientific pipeline in big data processing center for Gaia mission

15th International Conference on Space Operations ◽

10.2514/6.2018-2511 ◽

2018 ◽

Author(s):

Julie Guiraud

Keyword(s):

Big Data ◽

Data Processing ◽

Big Data Processing ◽

Operational Qualification ◽

Data Processing Center

Efficient Workflow for Social Big Data Processing

SSRN Electronic Journal ◽

10.2139/ssrn.3365531 ◽

2019 ◽

Author(s):

Amit Kumar Jadiya ◽

Ramesh Thakur

Keyword(s):

Big Data ◽

Data Processing ◽

Big Data Processing ◽

Social Big Data

Assessment of Intelligent Decision Support Systems Effectiveness in Technological Processes of big Data Processing

2019 International Russian Automation Conference (RusAutoCon) ◽

10.1109/rusautocon.2019.8867640 ◽

2019 ◽

Author(s):

Fyodor O. Fedin ◽

Oleg V. Trubienko ◽

Sergey V. Chiskidov

Keyword(s):

Big Data ◽

Decision Support ◽

Data Processing ◽

Decision Support Systems ◽

Support Systems ◽

Big Data Processing ◽

Intelligent Decision ◽

Intelligent Decision Support Systems ◽

Systems Effectiveness ◽

Intelligent Decision Support

EA2S2: An Efficient Application-Aware Storage System for Big Data Processing in Heterogeneous Clusters

2017 26th International Conference on Computer Communication and Networks (ICCCN) ◽

10.1109/icccn.2017.8038371 ◽

2017 ◽

Cited By ~ 8

Author(s):

Teng Wang ◽

Jiayin Wang ◽

Son Nam Nguyen ◽

Zhengyu Yang ◽

Ningfang Mi ◽

...

Keyword(s):

Big Data ◽

Data Processing ◽

Storage System ◽

Heterogeneous Clusters ◽

Big Data Processing ◽

Application Aware

Research progress on models, algorithms and systems for remote sensing spatial-temporal big data processing

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ◽

10.1109/jstars.2021.3085893 ◽

2021 ◽

pp. 1-1

Author(s):

Yang Liu ◽

Lanxue Dang ◽

Kun Cai ◽

Shenshen Li ◽

Xianyu Zuo

Keyword(s):

Remote Sensing ◽

Big Data ◽

Data Processing ◽

Research Progress ◽

Big Data Processing

An Evaluation of FaaS Platforms as a Foundation for Serverless Big Data Processing

Proceedings of the 12th IEEE/ACM International Conference on Utility and Cloud Computing ◽

10.1145/3344341.3368796 ◽

2019 ◽

Cited By ~ 5

Author(s):

Jörn Kuhlenkamp ◽

Sebastian Werner ◽

Maria C. Borges ◽

Karim El Tal ◽

Stefan Tai

Keyword(s):

Big Data ◽

Data Processing ◽

Big Data Processing