Big Social Data Analysis

Citations Over TimeTop 1% of 2013 papers

Abstract

Introduction ......................................................................................................... 316 Data Stream Processing ............................................................................. 316 Stream-Based Joins .................................................................................... 316 Application Scenario ................................................................................. 317Existing Approaches and Problem Definition ................................................ 318 Proposed Solution ............................................................................................... 321Execution Architecture .............................................................................. 321 Algorithm .................................................................................................... 323 Asymptotic Runtime Analysis ................................................................. 324 Cost Model .................................................................................................. 325Memory Cost .................................................................................. 325 Processing Cost .............................................................................. 326Analysis of w with Respect to its Related Components....................... 327 Effect of the Size of the Master Data on w ................................. 328 Effect of the Hash Table Size on w .............................................. 328 Effect of the Disk Buffer Size on w .............................................. 329Tuning .......................................................................................................... 329 Tests with Locality of Disk Access ....................................................................330 Experiments .........................................................................................................333

Related Papers

• Big Data Mining and Semantic Technologies: Challenges and Opportunities(2015)
• Sketch of Big Data Real-Time Analytics Model(2015)
• → A Study on Big Data Analytics Tools(2023)2 cited
• → Big Data Characteristics, Challenges, Architectures, Analytics and Applications: A Review(2017)1 cited
• → Deciphering Big Data Research Themes(2018)