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( Mary Vernon) Jiawei Han: PhD '85: Data Mining. Craig Zilles:PhD '02: Comp. Arch. ... Prof. Michael J. Carey. PhD '83: UC Berkeley. ACM Fellow. ... – PowerPoint PPT presentation

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Title: University of Wisconsin Madison CS591KCC: Whos who and whats what in database community Presented by


1
University of Wisconsin MadisonCS591KCC Whos
who and whats what in database
community?Presented by Quoc Le
2
CS Department Overview
  • Founded in 1963. Rank 8th. Database 2nd.
  • 33 Faculty 18 Affiliated Faculty 4
    Instructors.
  • Extramural research funding 7 millions/annual.
  • 200 grads, 90 are financially supported within
    Department. 15 PhDs and 70 Masters graduated each
    year.
  • 150-200 undergraduates.
  • Chair Prof. Gurindar S. Sohi (Comp. Arch, PhD
    85 UIUC. Advisor Janak H. Patel - ECE).
  • Alumni
  • Sarita Adve PhD 93 Comp. Sys. and Arch. (Mark
    Hill).
  • Vikram Adve PhD 93 Prog. Compilers. (Mary
    Vernon)
  • Jiawei Han PhD 85 Data Mining
  • Craig ZillesPhD 02 Comp. Arch. (Gurinda S.
    Sohi)

3
Facts and Figures
  • UW-Whitewater Chancellors 4 most literate
    city (2004).
  • Sports Illustrated 1 Best College Sports Town
    (2003).
  • Media Audit report's "1 most wired city" in the
    country (2002).
  • Graduate Admission 100/1000.
  • Currently recruiting faculty in all areas
  • Xiaojin (Jerry) Zhu (NLP) joined from CMU.
  • Michael Swift (systems, Jan. 2006)
  • Aditya Akella (networking, Fall 2006)
  • Shuchi Chawla (algorithms, Fall 2006).

4
Areas Projects
5
Database Group
  • 30 years (2006 30th anniversary).
  • People David DeWitt Jeff Naughton Raghu
    Ramakrishnan ( Remzi H. Arpaci-Dusseau , Miron
    Livny and Marvin Solomon).
  • 15 grads.
  • Research topics
  • web database systems and information integration.
  • data mining.
  • parallel database systems.
  • scientific databases.
  • visualization of large datasets.
  • database performance.

6
SIGMOD 2002 Gathering
7
Research Projects
  • Active Projects
  • DEVise An environment for Data Exploration and
    Visualization. (Miron Livny or Kent Wenger)
  • DMI The Data Mining Institute. (Olvi L.
    Mangasarian RR Michael C. Ferris JN)
    Funded by Microsoft Research.
  • EDAM Exploratory Data Analysis and
    Monitoring (RR)
  • NIAGARA A system for searching and querying XML
    data, and  monitoring changes of them. (DW JN)
  • ZOO A Desktop Experiment Management
    Environment. Yannis Ioannidis Miron Livny)
  • Completed Projects
  • CORAL A deductive DBMS. (RR)
  • EXODUS Extensible Object-Oriented Database
    System Toolkit. (DW)
  • OO7 An OODBMS benchmark. (DW)
  • PARADISEGeographic Information System built on
    SHORE. (DW)
  • PIQ An image database system. (RR)
  • SHORE High-Performance, Scalable, Persistent
    Object Repository. (DW) 

8
Prof. David J. DeWitt
  • John P. Morgridge Professor (Cisco System).
  • B.A. degree from Colgate University (1970), Ph.D.
    degree from University of Michigan (1976).
  • Member of the National Academy of Engineering.
  • ACM Fellow in 1995.
  • ACM SIGMOD Innovations Award in 1995.
  • Activities Chair of CS Dept. (1999-2004). Chair
    of SIGMOD 2002 (1983) Conference. Chair SIGMOD
    1985-1989. Co-chair VLDB 1988.
  • Research Interests Database system design,
    implementation, and evaluation.
  • DeWitt-clause
  • Students 3 current PhDs 30 PhD students.

9
Publications
  • Over 100 technical papers. 4 main directions
  • Parallel Database Systems Direct, Gamma,
    Paradise.
  • Object Oriented Database System.
  • Benchmarking 1983 Set of queries 1984
    multi-user 1993 OO7 for OODBMS 1997 BUCKY for
    Object-Relational DBMS
  • DeWitt clause No performance numbers.
  • Optimization EXODUS extensible DBMS
    (transformation rules for query trees etc.) ?
    OPT for OODBMS.

10
Parallel Database Systems
  • Parallel Database Systems DIRECT (1977-1984),  
    Gamma (1984-1992) and Paradise (1993- 1997).
  • Influential paper Parallel Database Systems The
    Future of Database Processing or a Passing Fad?
    (with J. Gray).
  • DIRECT one of the first operational parallel
    database systems. Multiprocessor Organization
    Implementation of the Database Machine.
  • Gamma exploits dataflow query processing
    techniques. Parallelism is achieved with minimal
    control, execution of query is self-scheduling.
    Contribution Architecture, parallel join
    algorithms, strategies, benchmarks.
  • Paradise Parallel Database System for GIS
    Applications

11
Object-oriented database system
  • Main project Shore (Scalable Heterogeneous
    Object Repository).
  • Originator EXODUS Storage Manger.
  • Children Paradise, Predator (Shore VAS
    Cornell, Copenhagen), Lambda-DB (DBMS Texas
    Austin).
  • Topics Architecture, Performance, Crash
    Recovery, OPT Query Optimization, Dynamic
    Memory Allocation, Algorithms on Join,
    Benchmarking etc.

12
Niagara
  • 1999-2002 (XML Because people fails to do
    distributed relational database systems.
  • Goal Retrieving XML data, querying and
    monitoring them for some interesting changes.
  • Components Search Engine, Query Engine and
    Trigger Manager.
  • Contributions Many topics on XML including
    storage, mining, caching, query algebra,
    optimization, continuous query.
  • System Demo (not operational)

13
Students
  • Jim Baroody, 1978
  • Haran Boral, 1981
  • Dina Bitton, 1981
  • Kevin Wilkinson, 1981
  • John McPherson, 1981
  • Rakesh Agrawal, 1983 (IBM) (Scientific American
    named him to the list of 50 top scientists and
    technologists in 2003)
  • Setrag Koshafian, 1984
  • Hong Tai Choi, 1985
  • Goetz Graefe, 1987 (Microsoft?)
  • Bob Gerber, 1986
  • M. Muralikrishna, 1988
  • Donovan Schneider, 1990
  • Hui-I Hsiao, 1990
  • Shahram Ghandeharizadeh, 1990
  • Dan Lieuwen, 1992
  • Scott Vandenberg, 1993

14
Students
  • Seth White, 1994
  • Manish Mehta, 1994
  • Craig Freedman, 1995
  • Jignesh Patel, 1997 (University of Michigan)
  • Navin Kabra, 1999
  • Biswadeep Nag, 1999
  • Natassa Ailamaki, 2000
  • JieBing Yu, 2001
  • JianJun Chen, 2001
  • Feng Tian, 2003
  • Leonidas Galanis, 2004
  • Ravi Ramamurthy, 2004
  • Yuan Wang, 2004
  • Kristin Tufte, 2004

15
Prof. Jeffrey F. Naughton
  • BS (Maths) from UWM (1982). PhD from Stanford
    (1987). Prof. Princeton (1987-1989). (Yehoshua
    Sagiv?)
  • ACM Fellow in 2003.
  • UWM Vilas Associate Award for Excellence in
    Research.
  • Chair of ACM SIGMOD 2000 Conference. Co-chair
    1996 ACM Symp. Parallel Distributed IS.
  • 20 PhD Students. (ATT Bell Lab, UC Berkeley,
    IIT-Mumbai, IBM Almaden, Compaq, Cornell,
    Edinburgh, HKUST, Desana Systems).
  • Research Interests Database Systems, Net Data
    Management.

16
Research
  • Main project Niagara (now).
  • Previously cooperate a lot with David DeWitt in
    many projects including optimization and
    benchmarks.
  • Goal
  • search the Internet more effectively.
  • perform sophisticated queries over the entire
    Internet.
  • monitor the Internet for changes.

17
Students
  • Gang Luo, 2004 (IBM Watson)
  • Jaewoo Kang, 2003 (NC State).
  • Raghav Kaushik, 2003 (Microsoft Research).
  • Stratis Viglas, 2003 (University of Edinburgh).
  • Ashraf Aboulnaga, 2002 (IBM Almaden).
  • Qiong Luo, 2002 (HKUST).
  • Chun Zhang, 2002 (IBM Almaden).
  • Jayavel Shanmugasundaram, 2001 (Cornell).
  • Karthikeyan Ramasamy, 2001 (Desana Systems).
  • Prasad Deshpande, 1999 (Desana Systems).

18
Students
  • Amit Shukla, 1999 (Desana Systems).
  • Yihong Zhao, 1998 (Informix).
  • Ambuj Shatdal, 1996 (NCR).
  • Srikant Ramakrishnan, 1996 (IBM Almaden).
  • Shivakumar Venkataraman, 1996 (IBM Santa
    Theresa).
  • Bradley Rubin, 1996 (CTO, Imation).
  • Joseph M. Hellerstein, 1995 (UC Berkeley).
  • Janet L. Wiener, 1995 (Compaq).
  • S. Seshadri, 1992 (IIT-Mumbai).
  • Manolis Tsangaris, 1992 (ATT Bell Laboratories).

19
Prof. Raghu Ramakrisnan
  • B.Tech. from IIT Madras (1983)
  • Ph.D. from Uni. Texas, Austin (1987) (
  • ACM Fellow
  • NSF Presidential Young Investigator Award
  • ACM SIGMOD Contribution Award (DBWorld Mailing
    list)
  • ACM SIGMOD Chair, Board of VLDB and ACM SIGKDD.
  • Books Database Management Systems (with J.
    Gehrke). (3rd edition).
  • Advisor Abraham Silberschatz (Book Operating
    System Concepts, Database System Concepts,
    Vice-President at ISRC at Bell Labs New Jersey,
    Chair of CS Department at Yale University).
  • Students 13 PhDs. (ATT Bell Labs, Cornell,
    Portland State, IBM, Microsoft Research, Desana
    Systems. (2MS, 1 Post-doc).
  • Research Interests Database systems. In
    particular, data mining, data integration and
    search over the Web, and query languages.

20
Students
  • S. Sudarshan, Ph.D. August 1992, Run-Time
    Optimizations in Bottom-Up Evaluation of Logic
    Programs, First employment ATT Bell Labs,
    Murray Hill (sudarsha_at_research.att.com).
  • D. Srivastava, Ph.D. August 1993, Deductive and
    Object-Oriented Languages, First employment ATT
    Bell Labs, Murray Hill (divesh_at_research.att.com).
  • S. Dar, Ph.D. August 1993, Design and Evaluation
    of Transitive Closure Algorithms, First
    employment ATT Bell Labs, Murray Hill
    (dar_at_research.att.com).
  • P. Seshadri, Ph.D. August 1996, Sequence Data
    Management First employment Computer Sciences
    Department, Cornell University (praveen_at_cs.cornell
    .edu).
  • J. Albert, Ph.D. December 1996, Database
    Integration First employment Computer Sciences
    Department, Portland State University
    (jalbert_at_cs.pdx.edu).
  • T. Zhang, Ph.D. December 1996, Clustering Very
    Large Datasets First employment IBM Santa Teresa
    Lab (tian_zhang_at_vnet.ibm.com).

21
Students
  • J.E. Gehrke, Ph.D. August 1999, Scalable Decision
    Tree Construction First employment Computer
    Sciences Department, Cornell University
    (johannes_at_cs.cornell.edu).
  • J. Goldstein, Ph.D. December 1999,
    High-Dimensional Indexing Techniques First
    employment Microsoft Research (jongold_at_microsoft.
    com).
  • V. Ganti, Ph.D. June 2000, Mining Large, Evolving
    Datasets First employment Microsoft Research.
  • D. Donjerkovic, Ph.D. August 2000, Evaluating
    Approximate Queries First employment Desana
    Systems.
  • U. Shaft, Ph.D. December 2001, Content-Based
    Queries in Image Databases First employment
    QUIQ, Inc.
  • K. Beyer, Ph.D. May 2002, Precomputation
    Techniques for Interactive Data Exploration First
    employment IBM Almaden Research Center.
  • H. Guo, Ph.D. August 2005, Good-Enough Database
    Caching First employment Microsoft.

22
Contributions
  • Machine Learning Scalable algorithms for
    clustering, decision-tree construction, and
    item-set counting.
  • Data Mining Mining of continuously evolving and
    streaming data.
  • Query optimization has found its way into
    several commercial database systems.
  • Extending SQL to deal with queries over sequences
    has influenced the design of window functions in
    SQL1999.
  • Found QUIQ Use mass collaboration for customer
    support. Used in Business Objects, Compaq,
    Informatica, National Instruments, Sun
    Microsystems

23
Projects
  • Active Projects
  • EDAM Exploratory Data Analysis and Monitoring
  • Goal-Oriented Privacy Preservation.
  • CICADA Consistency in Currency-Aware Data Access
  • Completed Projects
  • DEMON Mining evolving data.
  • CORAL Deductive databases.
  • COD Semantic database integration.
  • DEVise Interactive visualization of large
    datasets.
  • PIQ Query by image content.
  • GESTALTS Internet-scale database federation.

24
Active projects
  • EDAM
  • Support for multi-step analyses
  • Adaptive monitoring.
  • Exploratory Search for Interesting Subsets of
    Data.
  • Goal-Oriented Privacy Preservation
  • trade-off between privacy and security.
  • challenge of controlling data access in
    accordance with privacy policies while enabling
    useful analysis.
  • CICADA Consistency in Currency-Aware Data Access
  • extend DBMS support for cached copies

25
Prof. Yannis E. Ioannidis
  • PhD 86 Berkeley. M. Sc Harvard 83
  • 1997 present University of Athens
  • 1986 1997 UW Madison.
  • Presidential Young Investigator (PYI) from the
    USA President, 1991
  • Research Interests optimization of complex
    queries and database support for scientific data
    human computer interaction.
  • Graduates 6 PhDs 5 MSs.

26
Prof. Michael J. Carey
  • PhD 83 UC Berkeley.
  • ACM Fellow.
  • Member of National Academy of Engineering.
  • 01 present Primary Architect for AquaLogic
    Data Services Platform at BEA Systems (enterprise
    infrastructure software), working on all things
    XQuery.
  • 01- 02 e-commerce infrastructure team at
    Propel
  • 95 01 IBM Almaden DB2 data integration,
    XML query technology.
  • 83 95 Prof. Wisconsin-Madison database
    management systems, parallel and distributed
    computing, applied performance evaluation.

27
Prof. Miron Livny
  • PhD Weizmann Institute of Science, Rehovot,
    Israel, 1984.
  • Research Interests High Throughput Computing,
    Visual Data Exploration, Experiment Management
    Environments, and Performance Evaluation.
  • Projects
  • Condor High Throughput Computing.
  • DEVise Visual Data Integration Compression.
  • ZOO Desktop Experiment Management Environment.
  • BMRB Biological Magentic Resonance Data Bank.

28
Prof. Michael C. Ferris
  • PhD Mathematical Programming, Churchill College,
    Cambridge. 89.
  • Faculty in UWM since 1988.
  • Chair 98-99 Institute for Operations Research,
    Mathematical Programming
  • Co-editor Mathematical Programming.
  • Research Interests
  • Mathematical Programming
  • Modeling and Applications of Operations Research
  • Optimization in Medicine Complementarily
    Problems.
  • Grid Computation Numerical Algorithms.
  • Publish patterns 1 0.5 1 (127 listed papers).
  • Graduates 11 PhDs (mostly recently graduated).

29
Prof. Olvi L. Mangasarian
  • John von Neumann Professor Emeritus Mathematics
    and Computer Sciences.
  • Ph.D., Harvard University, 1959.
  • Research Interests Optimization, data mining,
    classification support vector machines.
  • 2 graduate students now.
  • Still many publications in SVM and other
    Classification methods.
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