Jeff Dean (computer scientist)
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|Born||1968 (age 49–50)|
University of Minnesota, B.S. Computer Science and Economics (1990)|
University of Washington, Ph.D. Computer Science (1996)
|Known for||MapReduce, Bigtable, Spanner, TensorFlow|
|Institutions||Google; Digital Equipment Corporation|
|Thesis||Whole-program optimization of object-oriented languages (1996)|
|Doctoral advisor||Craig Chambers|
Dean received a Ph.D. in Computer Science from the University of Washington, working under Craig Chambers on whole-program optimization techniques for object-oriented languages. He received a B.S., summa cum laude from the University of Minnesota in Computer Science & Economics in 1990. He was elected to the National Academy of Engineering in 2009, which recognized his work on "the science and engineering of large-scale distributed computer systems."
Career in computer science
Before joining Google, he was at DEC/Compaq's Western Research Laboratory, where he worked on profiling tools, microprocessor architecture, and information retrieval. Much of his work was completed in close collaboration with Sanjay Ghemawat.
Career at Google
Dean joined Google in mid-1999, and is currently the head of Artificial Intelligence. While at Google, he has designed and implemented large portions of the company's advertising, crawling, indexing and query serving systems, along with various pieces of the distributed computing infrastructure that sits underneath most of Google's products. At various times, he has also worked on improving search quality, statistical machine translation, and various internal software development tools and has had significant involvement in the engineering hiring process. After two years, as John Giannandrea steps down from his role as head of the search and AI, Dean takes over along with Ben Gomes splitting roles. Dean will be looking after the AI unit while Ben Gomes leads the development of search.
The projects Dean has worked on include:
- Spanner, a scalable, multi-version, globally distributed, and synchronously replicated database
- Some of the production system design and statistical machine translation system for Google Translate
- Bigtable, a large-scale semi-structured storage system
- MapReduce, a system for large-scale data processing applications
- Google Brain, a system for large-scale artificial neural networks
- LevelDB, an open-source on-disk key-value store
- TensorFlow, an open-source machine-learning software library
Dean and his wife, Heidi Hopper, started the Hopper-Dean Foundation and began making philanthropic grants in 2011. In 2016, the foundation gave $1 million to MIT to support programs that promote diversity in STEM.
Dean is married and has one daughter.
Awards and honors
- Elected to the National Academy of Engineering (2009)
- Fellow of the Association for Computing Machinery (2009)
- ACM-Infosys Foundation Award (2012)
- Fellow of the American Academy of Arts and Sciences (2016)
He is widely credited within the Google corporation and in the general field of computer science for his numerous contributions to the field.
- Jeffrey Dean and Sanjay Ghemawat. 2004. MapReduce: Simplified Data Processing on Large Clusters. OSDI'04: Sixth Symposium on Operating System Design and Implementation (December 2004)
- The Verge report on Dean as new Google AI Chief https://www.theverge.com/2018/4/3/17191944/google-ai-head-jeff-dean-reshuffle-john-giannandrea
- "STANFORD TALKS; Jeff Dean: TensorFlow Overview and Future Directions". Stanford University. 21 January 2016. Retrieved 15 August 2016.
- "CS&E Alumnus Jeff Dean Elected to Academy of Arts & Sciences". University of Minnesota. 25 April 2016. Retrieved 15 August 2016.
- "UW CSE News; Jeff Dean elected to National Academy of Engineering". University of Washington. 5 February 2009. Retrieved 15 August 2016.
- "Jeffrey A Dean - Award Winner". Association for Computing Machinery. Retrieved 15 August 2016.
- Metz, Cade (8 August 2008). "If Xerox PARC Invented the PC, Google Invented the Internet | WIRED". WIRED. Retrieved 19 August 2016.
- "Jeff Dean - Speakerpedia, Discover & Follow a World of Compelling Voices". Speakerpedia. Retrieved 19 August 2016.
- Metz, Cade (2012-08-08). "If Xerox PARC Invented the PC, Google Invented the Internet". WIRED. Retrieved 2017-12-16.
- D'Onfro, Jillian (2018-04-02). "Google is splitting A.I. into its own business unit and shaking up its search leadership". CNBC. Retrieved 2018-04-03.
- Williams, Tate (10 August 2016). "One of Google's Top Programmers Has Made STEM Diversity a Philanthropic Cause - Inside Philanthropy". Retrieved 15 August 2016.
- ACM-Infosys Foundation Award
- Newly Elected Members, American Academy of Arts and Sciences, April 2016, retrieved 2016-04-20
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