Efficient Workflow for Social Big Data Processing
4 Pages Posted: 5 Apr 2019
Date Written: April 4, 2019
Now a days social media is very popular among people and its data can be used for analysis of market strategy, getting insights etc. Social big data processing involves multiple phases and processes like gathering data from multiple sources, pre-processing, feature selection, feature extraction, evaluation logic for processing etc. Here data is gathered from multiple sources so this should be aggregated and managed in efficient manner. If all involved steps are performed through efficient workflow this overcomes the complexity of further processing steps. As part of this paper, we suggest efficient workflow schedule for one task which helps to follow further step by step processes involved in social big data processing. An efficient automated workflow overcomes manual efforts for submission of respective task jobs and select appropriate jobs out of multiple jobs. As future work, this can be added for further tasks with intelligent decision making workflows which behave on the basis of nature of the data.
Keywords: Social big data, Workflow, Schedule
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