Samuel Madden | |
---|---|
![]() | |
Born | San Diego, California, United States | August 4, 1976
Education | Massachusetts Institute of Technology (B.S. and M.Eng., 1999) [1] UC Berkeley (PhD, 2003) [2] |
Known for | TinyDB, [3] C-Store, TelegraphCQ, [4] H-Store |
Scientific career | |
Fields | Computer Science |
Institutions | Massachusetts Institute of Technology |
Doctoral advisor | Michael J. Franklin and Joseph M. Hellerstein |
Website | db |
Samuel R. Madden (born August 4, 1976) is an American computer scientist specializing in database management systems. He is currently a professor of computer science at the Massachusetts Institute of Technology.
Madden was born and raised in San Diego, California. After completing bachelor's and master's degrees at MIT, he earned a PhD specializing in database management at the University of California Berkeley under Michael Franklin and Joseph M. Hellerstein. Before joining MIT as a tenure-track professor, Madden held a post-doc position at Intel's Berkeley Research center. [5] [6] [7] [8]
Madden has been involved several database research projects, including TinyDB, [3] TelegraphCQ, [4] Aurora/Borealis, C-Store, and H-Store. In 2005, at the age of 29, he was named to the TR35 as one of the Top 35 Innovators Under 35 by MIT Technology Review magazine. [9] [10] Recent projects include DataHub - a "github for data" platform that provides hosted database storage, versioning, ingest, search, and visualization (commercialized as Instabase), CarTel - a distributed wireless platform that monitors traffic and on-board diagnostic conditions in order to generate road surface reports, and Relational Cloud - a project investigating research issues in building a database-as-a-service.[ citation needed ] Madden has published more than 250 scholarly articles, with more than 59,000 citations, with an h-index of 101. [11]
In addition, Madden is a co-founder of Cambridge Mobile Telematics [12] and Vertica Systems. Before enrolling at MIT and while an undergraduate student there, Madden wrote printer driver software for Palomar Software, a San Diego-area Macintosh software company. He is also a Technology Expert Partner at Omega Venture Partners. [13] [14]
Madden won a National Science Foundation CAREER Award in 2004 and a Sloan Research Fellowship in 2007. [15] [16]
He received VLDB's best paper award in 2007 and VLDB's test of time award in 2015 for his 2005 paper on C-Store. [17] [18]
He also received a test of time award in SIGMOD 2013 for his 2003 paper The Design of an Acquisitional Query Processor for Sensor Networks. [19]
In 2020 he was named a fellow of the Association for Computing Machinery. [20]
He received the 2024 SIGMOD Edgar F. Codd Innovations Award for his contributions to multiple aspects of data management, including column-oriented database systems, high performance transaction processing, and systems for mobile and sensor data. [21]
MonetDB is an open-source column-oriented relational database management system (RDBMS) originally developed at the Centrum Wiskunde & Informatica (CWI) in the Netherlands. It is designed to provide high performance on complex queries against large databases, such as combining tables with hundreds of columns and millions of rows. MonetDB has been applied in high-performance applications for online analytical processing, data mining, geographic information system (GIS), Resource Description Framework (RDF), text retrieval and sequence alignment processing.
SIGMOD is the Association for Computing Machinery's Special Interest Group on Management of Data, which specializes in large-scale data management problems and databases.
Alberto O. Mendelzon was an Argentine-Canadian computer scientist who died on June 16, 2005.
Joseph M. Hellerstein is an American professor of computer science at the University of California, Berkeley, where he works on database systems and computer networks. He co-founded Trifacta with Jeffrey Heer and Sean Kandel in 2012, which stemmed from their research project, Wrangler.
Michael Ralph Stonebraker is a computer scientist specializing in database systems. Through a series of academic prototypes and commercial startups, Stonebraker's research and products are central to many relational databases. He is also the founder of many database companies, including Ingres Corporation, Illustra, Paradigm4, StreamBase Systems, Tamr, Vertica and VoltDB, and served as chief technical officer of Informix. For his contributions to database research, Stonebraker received the 2014 Turing Award, often described as "the Nobel Prize for computing."
Chandrasekaran Mohan is an Indian-born American computer scientist. He was born on 3 August 1955 in Tamil Nadu, India. After growing up there and finishing his undergraduate studies in Chennai, he moved to the United States in 1977 for graduate studies, naturalizing in 2007. In June 2020, he retired from being an IBM Fellow at the IBM Almaden Research Center after working at IBM Research for 38.5 years. Currently, he is a visiting professor at China's Tsinghua University. He is also an Honorary Advisor at the Tamil Nadu e-Governance Agency (TNeGA) in Chennai and an advisor at the Kerala Blockchain Academy in Kerala.
Tomasz Imieliński is a Polish-American computer scientist, most known in the areas of data mining, mobile computing, data extraction, and search engine technology. He is currently a professor of computer science at Rutgers University in New Jersey, United States.
Hari Balakrishnan is the Fujitsu Professor of Computer Science and Artificial Intelligence in the Department of Electrical Engineering and Computer Science at MIT, and the Co-founder and CTO at Cambridge Mobile Telematics.
Philip Alan Bernstein is a computer scientist specializing in database research in the Database Group of Microsoft Research. Bernstein is also an affiliate professor at the University of Washington and frequent committee member or chair of conferences such as VLDB and SIGMOD. He won the SIGMOD Edgar F. Codd Innovations Award in 1994, and in 2011 with Jayant Madhavan and Erhard Rahm the VLDB 10 Year Best Paper Award for their VLDB 2001 paper "Generic Schema Matching with Cupid".
Online aggregation is a technique for improving the interactive behavior of database systems processing expensive analytical queries. Almost all database operations are performed in batch mode, i.e. the user issues a query and waits till the database has finished processing the entire query. On the contrary, using online aggregation, the user gets estimates of an aggregate query in an online fashion as soon as the query is issued. For example, if the final answer is 1000, after k seconds, the user gets the estimates in form of a confidence interval like [990, 1020] with 95% probability. This confidence keeps on shrinking as the system gets more and more samples.
Tova Milo is a full Professor of Computer Science at Tel Aviv University and the Dean of the Faculty of Exact Sciences. She served as the head of the Computer Science Department from 2011 to 2014. Milo is the head of the data management group in Tel Aviv University, and her research focuses on Web data management. She received her PhD from the Hebrew University in 1992 under the supervision of Catriel Beeri, and was a postdoctoral fellow at the University of Toronto and INRIA, France, prior to joining Tel Aviv University.
Stefano Ceri is an Italian computer engineer and professor of database management at Politecnico di Milano. He has been visiting professor at Stanford University between 1983 and 1990, and received the ACM SIGMOD Edward Codd Innovations Award in 2013.
Martin L. Kersten was a computer scientist with research focus on database architectures, query optimization and their use in scientific databases. He was an architect of the MonetDB system, an open-source column store for data warehouses, online analytical processing (OLAP) and geographic information systems (GIS). He has been (co-) founder of several successful spin-offs of the Centrum Wiskunde & Informatica (CWI).
Wenfei Fan is a Chinese-British computer scientist and professor of web data management at the University of Edinburgh. His research investigates database theory and database systems.
A sensor network query processor (SNQP), also called a sensorDB, is a user-friendly interface for programming and running applications which translates instructions from declarative programming language with high-level instructions to low-level instructions understood by the operating system. The basic idea of SNQP is the addition of a layer modeling the WSN as a distributed database searchable by a query language similar to SQL.
Laura M. Haas is an American computer scientist noted for her research in database systems and information integration. She is best known for creating systems and tools for the integration of heterogeneous data from diverse sources, including federated technology that virtualizes access to data, and mapping technology that enables non-programmers to specify how data should be integrated.
Zehra Meral Özsoyoglu is a Turkish-American computer scientist specializing in databases, including research on query languages, database model, and indexes, and applications of databases in science, bioinformatics, and medical informatics. She is the Andrew R. Jennings Professor Emeritus of Computer Science at Case Western Reserve University.
Daniel Abadi is the Darnell-Kanal Professor of Computer Science at University of Maryland, College Park. His primary area of research is database systems, with contributions to stream databases, distributed databases, graph databases, and column-store databases. He helped create C-Store, a column-oriented database, and HadoopDB, a hybrid of relational databases and Hadoop. Both database systems were commercialized by companies.
Volker Markl is a German computer scientist and database systems researcher.
Tim Kraska is a German computer scientist specializing in data systems and the intersection of systems and machine learning. He is currently an associate professor of computer science at the Massachusetts Institute of Technology.