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Samuel Madden
Associate Professor, EECS
ITT Career Development Professor
madden AT csail DOT mit DOT edu
Phone: (617)258-6643
Fax: (617)258-8607
Assistant: Sheila Marian (sheila@csail.mit.edu, x3-1996)

Room 32-G938
Computer Science and Artificial Intelligence Laboratory (CSAIL)
32 Vassar St.
Cambridge, MA 02139

Teaching

Research

My primary research focus is on database systems, particularly as applied to querying data streams and networks of distributed devices such as wireless sensor networks. I am also currently working on projects related to probabilistic data management, wireless networking, replication, and high-performance database architectures.

Recent and current research projects and interests include:

  • H-Store, a next generation high-performance OLTP engine.

  • The CarTel networking and data management system for mobile sensor networks.

  • C-Store, a column-oriented high performance database system for warehouse and semantic web applications.

  • WaveScope, a signal-oriented stream processing system.

  • The MACAQUE project, which focuses on identifying ways to make data collected from sensor networks more reliable and useful. This includes modeling sensor network data, for purposes of identifying outliers and making future predictions about sensor behavior, bounding the error of queries in the face of loss, and developing techniques to ensure reliable delivery of important data items. See recent papers in CIDR 2005, VLDB 2004, and ICDE 2005.

  • Developing novel query processing and optimization techniques for sensor networks and other acquisitional systems.

Past projects include:

Students

Current Ph.D. students:
Current M.Eng. students:
  • Michael Craig
  • Lev Popov

Graduated Ph.D.. students:
Graduated M.Eng. students:
  • Kevin Emery (Thesis: "Distributed Eventing Architecture: RFID and Sensors in a Supply Chain" [PDF])
  • Michael Farry
  • Miguel Ferreira (Thesis: "Compression and Query Execution within Column Oriented Databases" [PDF])
  • George Huo
  • Jon Hyler (Thesis: "An Augmentation Algorithm for Improving Longevity in Ad Hoc Wireless Networks" [PDF])
  • Edmond Lau
  • Umberto Malesci (Thesis: "A Measurement-based Analysis of the Interaction among MAC, Network and Application Layers in Wireless Sensor Networks" [PDF])
  • Timur Tokmouline

Publications and Talks

Awards and Honors

  • C. V. Ramamoorthy Distinguished Research Award, UC Berkeley, 2003
  • VLDB 2004 Best Paper Award
  • NSF CAREER Award (Project Page), 2005
  • MIT TR35 Outstanding Researcher Under the Age of 35, 2005
  • MobiCom Best Paper Award, 2006
  • SenSys Best Demo Award, 2006
  • Sloan Fellowship, 2007
  • IBM Facutly Development Award, 2007
  • VLDB Best Paper Award, 2007

Miscellaneous Technical Articles

Community Activities

  • SIGMOD 2004 Demo Committee
  • OSDI 2004 Program Committee
  • Organizer of the 2004 DMSN Workshop on Data Management in Wireless Sensor Networks held with VLDB 2004.
  • CIDR 2005 Program Committee
  • ICDE 2005 Program Committee
  • SIGMOD 2005 Program Committee
  • VLDB 2005 Program Committee
  • Organizer of the 2005 DMSN Workshop on Data Management in Wireless Sensor Networks held with VLDB 2005.
  • IPSN 2006 Program Committee
  • SIGMOD 2006 Demo Committee
  • KDD 2006 Program Committee
  • SenSys 2006 Program Committee
  • SenSys 2006 Publications Chair
  • SIGMOD 2007 Program Committee
  • CIDR 2007 Program Committee
  • DCOSS 2007 Systems Subcommitte Program Chair
  • VLDB 2007 Program Committee
  • VLDB 2008 Industrial Track Program Committee
  • SIGMOD 2008 Program Committee
  • IPSN 2008 PC Co-Chair
  • Editorial Board Member, Internet Computing
  • Editorial Board Member, Transactions on Sensor Networks