Paper Info
Title
Feedback control loop design for workload change detection in self-tuning NoSQL wide column stores.
Abstract
•We design a feedback control loop for workload monitoring and analysis in NoSQL database.•The loop describes a design pattern for the self-tuning feature and detects workload changes.•A self-adaptive & dynamic clustering process for workload events is proposed.•An approach for workload change detection using reconfigurable CPN model is proposed.•The results demonstrate the effectiveness and good scalability of the proposed approach.
Year
DOI
Venue
2020
10.1016/j.eswa.2019.112973
Expert Systems with Applications
Keywords
Field
DocType
Autonomic database,Feedback control loop,NoSQL wide column store,Workload change detection,workload monitoring and analysis
Information system,Data mining,Database tuning,Workload,Computer science,Total cost of ownership,NoSQL,Database administrator,Control system,Distributed computing,Design pattern
Journal
Volume
ISSN
Citations 
142
0957-4174
1
PageRank 
References 
Authors
0.38
0
3
Name
Order
Citations
PageRank
Maryam Mozaffari110.38
Eslam Nazemi22111.43
Amir-Masoud Eftekhari-Moghadam31359.87