Computing/Modeling with Big Data Xindong wu(吴信东) 中国·合肥工业大学计算机与信息学院; Department of Computer Science University of Vermont, USA
Computing/Modeling with Big Data Xindong Wu (吴信东) 中国 · 合肥工业大学计算机与信息学院; Department of Computer Science University of Vermont, USA
Outline The Era of Big Data 2 Big Data Character istics 3 A Big Data Processing Framework Streaming Data and Streaming Features 5 Concluding Remarks
1 The Era of Big Data 2 Big Data Characteristics 3 A Big Data Processing Framework 4 Streaming Data and Streaming Features Outline 5 Concluding Remarks 2
ICDM 13 Panel: Data Mining with Big data Panel Chair: Xindong wu Panelists: what useful content our Big Data: a hot topic, bu Chris Clifton (NSF Purdue) What new aspects? or is Vipin kumar(minnesota it just data mining FIEEE, FACM, FAAAS) · How does data mining Jian Pei(TKDE EiC, Canada, FIEEE chans nge with Big Data? Bhavani Thuraisingham What should data miners CUTDallas, Security, FIEEE, FAAAS) Geoff Webb(DMKD EiC, Australia) do to cope with these Zhi-Hua zhou changes (Nanjing, China, FIEEE Big Data
ICDM ’13 Panel: Data Mining with Big Data Panel Chair: Xindong Wu Panelists: • Chris Clifton (NSF & Purdue) • Vipin Kumar (Minnesota, FIEEE,FACM,FAAAS) • Jian Pei (TKDE EiC, Canada, FIEEE) • Bhavani Thuraisingham (UTDallas, Security, FIEEE, FAAAS) • Geoff Webb (DMKD EiC, Australia) • Zhi-Hua Zhou (Nanjing,China,FIEEE) • Big Data: a hot topic, but what useful content? • What new aspects? or is it just data mining? • How does data mining change with Big Data? • What should data miners do to cope with these changes? Big Data
Big Data, from 70s to Now, and 2046 The 1st International Conference on Very Large Data Bases (September 22-24, 1975, Framingham, MA, USA Very large big? The first Er model paper, QBE XLDB -EXtremely Large Databases and Data Management started on october 25, 2007 ·? LDB in2046? ULDB-Upmost Large Databases O Cent 01: being big is relative, going big is a deterministic trend Data mining: keep evolving J. Pei: Big Data Analytics 101
Big Data, from 70s to Now, and 2046 • The 1st International Conference on Very Large Data Bases (September 22-24, 1975, Framingham, MA, USA) – Very large = big? – The first ER model paper, QBE, … • XLDB – Extremely Large Databases and Data Management, started on October 25, 2007 • ?LDB in 2046? – ULDB – Upmost Large Databases ☺ • Cent 01: being big is relative, going big is a deterministic trend • Data mining: keep evolving J. Pei: Big Data Analytics 101 4
Some comments on big data David hand Imperial College, London David Hand: Some comments on big data December 2013
Some comments on big data David Hand Imperial College, London David Hand: Some comments on big data, December 2013