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Paper Details

Paper Title
Automating Characterization Deployment in Distributed Data Stream Management Systems
DDSMS composed of two layers: upper layer – Relational Query Systems (RQS) and lower layer – Stream Processing Systems (SPS).After query submission to RQS, query planner needs to get converted into DAG consisting tasks running on SPS.SPS configure different deployment strategies based on query requests and data stream properties.Introducing four-level feature extraction, it uses different query workload as training sets to predict resource usage.Select optimal resource configuration from candidate settings based on current query requests and stream properties.Finally, validate the approach on open source SPS-Storm.
RQS, SPS, Four level feature extraction, Optimal resource configuration, Candidate settings, SPS-Storm.
Others Details
Paper Id : 14644
Author Name : Dhanasekar.S
Co-Author Name(s) : Chaithanya.M.NGayathri.R.SNandhini.N
Volume/Issue No : Volume 05 Issue 03
Page No : 210-216
DOI Number : DOI:10.21090/IJAERD.14644
Publication Date : 2018-03-11
License : This work is licensed under a Creative Commons Attribution 4.0 International License.
website :
Impact Factor : 4.72, SJIF-2016
ISSN Details : eISSN: 2348-4470, pISSN:2348-6406