Mark Horowitz
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Mark A. Horowitz is the Yahoo! Founders Professor in the
School of Engineering Engineering education is the activity of teaching knowledge and principles to the professional practice of engineering. It includes an initial education ( bachelor's and/or master's degree), and any advanced education and specializations tha ...
at
Stanford University Stanford University, officially Leland Stanford Junior University, is a private research university in Stanford, California. The campus occupies , among the largest in the United States, and enrolls over 17,000 students. Stanford is consider ...
and holds a joint appointment in the Electrical Engineering and Computer Science department. He is a co-founder of Rambus Inc., now a technology licensing company.


Education

Horowitz received bachelor's and master's degrees in electrical engineering from the
Massachusetts Institute of Technology The Massachusetts Institute of Technology (MIT) is a private land-grant research university in Cambridge, Massachusetts. Established in 1861, MIT has played a key role in the development of modern technology and science, and is one of the ...
in 1978. After graduating, he moved to
Silicon Valley Silicon Valley is a region in Northern California that serves as a global center for high technology and innovation. Located in the southern part of the San Francisco Bay Area, it corresponds roughly to the geographical areas San Mateo County ...
to work at
Signetics Signetics Corporation was an American electronics manufacturer specifically established to make integrated circuits. Founded in 1961, they went on to develop a number of early microprocessors and support chips, as well as the widely used 555 time ...
, one of the early integrated circuits companies. After working for a year, he entered Stanford, and worked on CAD tools for very-large-scale integration (VLSI) design. His research at Stanford included some of the earliest work on extracting the resistance of integrated circuit wires, and estimating the delay of MOS transistor circuits. He was advised at Stanford by
Robert Dutton Robert Dale Dutton (October 13, 1950 – July 23, 2022) was an American politician of the Republican Party. After serving two years as a State Assemblyman for the 63rd district, from 2002 to 2004, Dutton served as a State Senator represent ...
and graduated with a Ph.D. in electrical engineering in 1984.


Academic career

In 1984, Horowitz joined the Stanford faculty. At Stanford his research focused on VLSI circuits and he led a number of early
RISC In computer engineering, a reduced instruction set computer (RISC) is a computer designed to simplify the individual instructions given to the computer to accomplish tasks. Compared to the instructions given to a complex instruction set comput ...
processor designs, including
MIPS-X MIPS-X is a reduced instruction set computer (RISC) microprocessor and instruction set architecture (ISA) developed as a follow-on project to the Stanford MIPS, MIPS project at Stanford University by the same team that developed MIPS. The project, ...
. His research has been in the fields of electrical engineering, computer science, and applying engineering tools to biology. He has worked on RISC processors, multiprocessor designs, low-power circuits, high-speed links, computational photography, and applying engineering to biology. Horowitz and his research group at Stanford pioneered many innovations in high-speed link design, and many of today’s high speed link designs are designed by his former students or colleagues from Rambus. In the 2000s he teamed up with
Marc Levoy Marc Levoy is a computer graphics researcher and Professor Emeritus of Computer Science and Electrical Engineering at Stanford University, a vice president and Fellow at Adobe Inc., and (until 2020) a Distinguished Engineer at Google. He is noted ...
to work on
computational photography Computational photography refers to digital image capture and processing techniques that use digital computation instead of optical processes. Computational photography can improve the capabilities of a camera, or introduce features that were no ...
, research which explored how to use computation to create better pictures, often by using data from multiple sensors. This research also explored light-field photography, which captured enough information to allow a computer to reconstruct the view to an arbitrary viewpoint. The need to capture light-fields to process led to the creation of the Stanford Camera Array, a system which could synchronize and collect images from 100 image sensors, as well as work that eventually led to the
Lytro Lytro, Inc. was an American company founded in 2006 by Ren Ng which developed some of the first commercially available light-field cameras. Lytro began shipping its first generation pocket-sized camera, capable of refocusing images after being ta ...
camera, whose photographs could be refocused after they were captured. In 2006, Horowitz received the
IEEE Donald O. Pederson Award in Solid-State Circuits The IEEE Donald O. Pederson Award in Solid-State Circuits is a Institute of Electrical and Electronics Engineers#Technical field awards, Technical Field Award of the Institute of Electrical and Electronics Engineers (IEEE). It was previously calle ...
"for pioneering contributions to the design of high-performance digital integrated circuits and systems". In 2007, he was elected to the
National Academy of Engineering The National Academy of Engineering (NAE) is an American nonprofit, non-governmental organization. The National Academy of Engineering is part of the National Academies of Sciences, Engineering, and Medicine, along with the National Academy ...
for his "leadership in high-bandwidth memory-interface technology and in scalable cache-coherent multiprocessor architectures." In 2008, he was elected to the
American Academy of Arts and Sciences The American Academy of Arts and Sciences (abbreviation: AAA&S) is one of the oldest learned societies in the United States. It was founded in 1780 during the American Revolution by John Adams, John Hancock, James Bowdoin, Andrew Oliver, and ...
. At the 2014
International Solid-State Circuits Conference International Solid-State Circuits Conference is a global forum for presentation of advances in solid-state circuits and Systems-on-a-Chip. The conference is held every year in February at the San Francisco Marriott Marquis in downtown San Fr ...
, he presented his studies on the outlook for the semiconductor industry in ''Computing's Energy Problem (And What We Can Do About It)''. In 2018 Horowitz founded the AHA Agile Hardware Project at Stanford University and has led it ever since. The program aims to "enable a more agile hardware development flow" by creating "an open source hardware/software tool chain to rapidly create and validate alternative hardware implementations and a new open-source system ARM/CGRA SoC which will enable rapid execution/emulation of the resulting design." The project is funded by Intel's Science and Technology Center,
DARPA The Defense Advanced Research Projects Agency (DARPA) is a research and development agency of the United States Department of Defense responsible for the development of emerging technologies for use by the military. Originally known as the Adv ...
, the
National Science Foundation The National Science Foundation (NSF) is an independent agency of the United States government that supports fundamental research and education in all the non-medical fields of science and engineering. Its medical counterpart is the National I ...
,
Amazon Web Services Amazon Web Services, Inc. (AWS) is a subsidiary of Amazon.com, Amazon that provides Software as a service, on-demand cloud computing computing platform, platforms and Application programming interface, APIs to individuals, companies, and gover ...
,
Meta Platforms Meta Platforms, Inc., (file no. 3835815) trade name, doing business as Meta and formerly named Facebook, Inc., and TheFacebook, Inc., is an American multinational technology conglomerate based in Menlo Park, California. The company owns Facebo ...
Inc.,
Apple Inc. Apple Inc. is an American multinational technology company headquartered in Cupertino, California, United States. Apple is the largest technology company by revenue (totaling in 2021) and, as of June 2022, is the world's biggest company ...
,
Advanced Micro Devices Advanced Micro Devices, Inc. (AMD) is an American multinational semiconductor company based in Santa Clara, California, that develops computer processors and related technologies for business and consumer markets. While it initially manufact ...
,
Nvidia Nvidia CorporationOfficially written as NVIDIA and stylized in its logo as VIDIA with the lowercase "n" the same height as the uppercase "VIDIA"; formerly stylized as VIDIA with a large italicized lowercase "n" on products from the mid 1990s to ...
,
Qualcomm Qualcomm () is an American multinational corporation headquartered in San Diego, California, and incorporated in Delaware. It creates semiconductors, software, and services related to wireless technology. It owns patents critical to the 5G, 4 ...
, and
Google Google LLC () is an American multinational technology company focusing on search engine technology, online advertising, cloud computing, computer software, quantum computing, e-commerce, artificial intelligence, and consumer electronics. ...
. He also helps lead Stanford's Quantum Fundamentals, ARchitectures and Machines initiative (Q-FARM) which aims to harness the expertise and facilities of Stanford University and the
SLAC National Accelerator Laboratory SLAC National Accelerator Laboratory, originally named the Stanford Linear Accelerator Center, is a United States Department of Energy National Laboratory operated by Stanford University under the programmatic direction of the U.S. Departme ...
to accelerate the development of quantum information science.


Business

In 1990 Horowitz took a leave of absence from Stanford to work with
Mike Farmwald Mike may refer to: Animals * Mike (cat), cat and guardian of the British Museum * Mike the Headless Chicken, chicken that lived for 18 months after his head had been cut off * Mike (chimpanzee), a chimpanzee featured in several books and document ...
on a new high-bandwidth
DRAM Dynamic random-access memory (dynamic RAM or DRAM) is a type of random-access semiconductor memory that stores each bit of data in a memory cell, usually consisting of a tiny capacitor and a transistor, both typically based on metal-oxid ...
design which, in April of that year, led to the formation of Rambus Inc., a company specializing in high-bandwidth memory technology. After working at Rambus for a year, he returned to Stanford and started a research program in high-speed
input/output In computing, input/output (I/O, or informally io or IO) is the communication between an information processing system, such as a computer, and the outside world, possibly a human or another information processing system. Inputs are the signals ...
. Video game machines were early adopters of this technology, with
Nintendo 64 The (N64) is a home video game console developed by Nintendo. The successor to the Super Nintendo Entertainment System, it was released on June 23, 1996, in Japan, on September 29, 1996, in North America, and on March 1, 1997, in Europe and Au ...
and
PlayStation 2 The PlayStation 2 (PS2) is a home video game console developed and marketed by Sony Computer Entertainment. It was first released in Japan on 4 March 2000, in North America on 26 October 2000, in Europe on 24 November 2000, and in Australia on 3 ...
the first two mass-produced products to use the company's DRAMs.
Intel Intel Corporation is an American multinational corporation and technology company headquartered in Santa Clara, California. It is the world's largest semiconductor chip manufacturer by revenue, and is one of the developers of the x86 seri ...
later adopted the company's
RDRAM Rambus DRAM (RDRAM), and its successors Concurrent Rambus DRAM (CRDRAM) and Direct Rambus DRAM (DRDRAM), are types of synchronous dynamic random-access memory (SDRAM) developed by Rambus from the 1990s through to the early 2000s. The third-generati ...
processor interface, and Rambus memory chips were used in PCs in the late 1990s. Horowitz returned briefly to Rambus in 2005 to help start a research organization at the company and left the board of directors in 2011.


Awards and honors

*
IEEE Donald O. Pederson Award in Solid-State Circuits The IEEE Donald O. Pederson Award in Solid-State Circuits is a Institute of Electrical and Electronics Engineers#Technical field awards, Technical Field Award of the Institute of Electrical and Electronics Engineers (IEEE). It was previously calle ...
(2006) * Member,
National Academy of Engineering The National Academy of Engineering (NAE) is an American nonprofit, non-governmental organization. The National Academy of Engineering is part of the National Academies of Sciences, Engineering, and Medicine, along with the National Academy ...
(inducted 2007) * Fellow,
American Academy of Arts and Sciences The American Academy of Arts and Sciences (abbreviation: AAA&S) is one of the oldest learned societies in the United States. It was founded in 1780 during the American Revolution by John Adams, John Hancock, James Bowdoin, Andrew Oliver, and ...
(elected 2008) *
SIA Sia Kate Isobelle Furler ( ; born 18 December 1975) is an Australian singer and songwriter. Born and raised in Adelaide, she started her career as a singer in the acid jazz band Crisp in the mid-1990s. In 1997, when Crisp disbanded, she rel ...
University Research Award (2011) * Fellow,
IEEE The Institute of Electrical and Electronics Engineers (IEEE) is a 501(c)(3) professional association for electronic engineering and electrical engineering (and associated disciplines) with its corporate office in New York City and its operation ...
* Fellow,
Association for Computing Machinery The Association for Computing Machinery (ACM) is a US-based international learned society for computing. It was founded in 1947 and is the world's largest scientific and educational computing society. The ACM is a non-profit professional member ...
* Best Paper Award, ISQED (2005) * Jack Kilby Outstanding Paper Award, ISSCC (2003) * Most influential paper, International Symposium of Computer Arch (1994) * Most Influential Paper, International Symposium on Computer Architecture (1989) * ChipEx Global Leadership Award (2015). * ACM -
IEEE The Institute of Electrical and Electronics Engineers (IEEE) is a 501(c)(3) professional association for electronic engineering and electrical engineering (and associated disciplines) with its corporate office in New York City and its operation ...
CS
Eckert–Mauchly Award The Eckert–Mauchly Award recognizes contributions to digital systems and computer architecture. It is known as the computer architecture community’s most prestigious award. First awarded in 1979, it was named for John Presper Eckert and Jo ...
(2022)


Publications


Books

* J. Acken, A. Agarwal, G. Gulak, M. Horowitz, S. McFarling, S. Richardson, A. Salz, R. Simoni, D. Stark, and S. Tjiang, ''The MIPS-X RISC Microprocessor''. Kluwer Academic Publishers, Boston, MA, 1989. Foreword by J.L. Hennessy. * S. Bell, J. Pu, J. Hagerty, M. Horowitz, ''Compiling Algorithms for Heterogeneous Systems'', Morgan & Claypool Publishers, 2018.


Book chapters

* ''Multithreaded Computer Architectures'', chapter 8 – "Architectural and Implementation Tradeoffs in the Design of Multiple-Context Processors", Kluwer Academic Publishers, 1994. * ''Design of High-Performance Microprocessor Circuits'', "High-Speed Electrical Signaling", 2001. * ''Power Aware Design Methodologies'', chapter 8 – "Energy-Efficient Design of High-Speed Links", Kluwer Academic Publishers, 2002. * ''Computational Imaging and Vision'', Chapter 7 – "Synthetic Aperture Focusing using Dense Camera Arrays", Volume 35, 2007, pp. 159–172. * ''Methods in Enzymology'', Chapter 13 – "Alignment of Cryo-Electron Tomography Datasets", Elsevier, 2010, pp. 343–367.


References


External links


Personal homepage
Stanford University website
Google Scholar page
{{DEFAULTSORT:Horowitz, Mark Electrical engineering academics Living people Stanford University School of Engineering faculty Stanford University Department of Electrical Engineering faculty Members of the United States National Academy of Engineering MIT School of Engineering alumni Stanford University School of Engineering alumni American technology company founders 1957 births