Mark Horowitz

Last updated
Mark Horowitz
Mark Horowitz mp3h3778-b.jpg
Horowitz, in 2009
Born(1957-04-06)April 6, 1957
NationalityAmerican
Alma mater Massachusetts Institute of Technology
Stanford University
Known forProcessors, VLSI design, high-speed links, light-field photography
Awards
Scientific career
FieldsElectrical Engineering, Computer Science
Institutions Stanford University
Thesis Timing Models for MOS Circuits
Doctoral advisor Robert Dutton
Doctoral students

Mark A. Horowitz is an American electrical engineer, computer scientist, inventor, and entrepreneur who is the Yahoo! Founders Professor in the School of Engineering and the Fortinet Founders Chair of the Department of Electrical Engineering at Stanford University. [1] He holds a joint appointment in the Electrical Engineering and Computer Science departments and previously served as the Chair of the Electrical Engineering department from 2008 to 2012. He is a co-founder, the former chairman, and the former chief scientist of Rambus Inc.. Horowitz has authored over 700 published conference and research papers and is among the most highly-cited computer architects of all time. [2] He is a prolific inventor and holds 374 patents as of 2023. [3] [4]

Contents

Education

Horowitz received bachelor's and master's degrees in electrical engineering from the Massachusetts Institute of Technology in 1978. After graduating, he moved to Silicon Valley to work at Signetics, 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. [5] His research at Stanford included some of the earliest work on extracting the resistance of integrated circuit wires, [6] and estimating the delay of MOS transistor circuits. [7] He was advised at Stanford by Robert Dutton and graduated with a Ph.D. in electrical engineering in 1984. [8]

Academic career

In 1984, Horowitz joined the Stanford faculty. At Stanford his research focused on VLSI circuits [8] and he led a number of early RISC processor designs, including MIPS-X. [9] 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 genomics. [10] [11] 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. [12]

In the 2000s he teamed up with Marc Levoy to work on computational photography, 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. [13] 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, [14] as well as work that eventually led to the Lytro camera, whose photographs could be refocused after they were captured. [15]

In 2006, Horowitz received the IEEE Donald O. Pederson Award in Solid-State Circuits "for pioneering contributions to the design of high-performance digital integrated circuits and systems". [16] In 2007, he was elected to the National Academy of Engineering for his "leadership in high-bandwidth memory-interface technology and in scalable cache-coherent multiprocessor architectures." [8] In 2008, he was elected to the American Academy of Arts and Sciences. [10] At the 2014 International Solid-State Circuits Conference, he presented his studies on the outlook for the semiconductor industry in Computing's Energy Problem (And What We Can Do About It). [17]

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 National Science Foundation, Amazon Web Services, Meta Platforms Inc.,Apple Inc., Advanced Micro Devices, Nvidia, Qualcomm, and Google. [18] 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 to accelerate the development of quantum information science. [19]

Business

In 1990 Horowitz took a leave of absence from Stanford to work with Mike Farmwald on a new high-bandwidth DRAM 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. [10] Video game machines were early adopters of this technology, with Nintendo 64 and PlayStation 2 the first two mass-produced products to use the company's DRAMs. Intel later adopted the company's RDRAM processor interface, and Rambus memory chips were used in PCs in the late 1990s. [8] [17] [20] Horowitz returned briefly to Rambus in 2005 to help start a research organization at the company and left the board of directors in 2011. [21]

Awards and honors

Publications

Books

Book chapters

Select Patents

Related Research Articles

<span class="mw-page-title-main">Computer engineering</span> Engineering discipline specializing in the design of computer hardware

Computer engineering is a branch of computer science and electronic engineering that integrates several fields of computer science and electronic engineering required to develop computer hardware and software. Computer engineering is referred to as computer science and engineering at some universities.

<span class="mw-page-title-main">John L. Hennessy</span> American computer scientist

John Leroy Hennessy is an American computer scientist who is chairperson of Alphabet Inc. (Google). Hennessy is one of the founders of MIPS Technologies and Atheros, and also the tenth President of Stanford University. Hennessy announced that he would step down in the summer of 2016. He was succeeded as president by Marc Tessier-Lavigne. Marc Andreessen called him "the godfather of Silicon Valley."

Rambus Inc. is an American technology company that designs, develops and licenses chip interface technologies and architectures that are used in digital electronics products. The company, founded in 1990, is well known for inventing RDRAM and for its intellectual property-based litigation following the introduction of DDR-SDRAM memory.

<span class="mw-page-title-main">Multibus</span> Computer bus standard

Multibus is a computer bus standard used in industrial systems. It was developed by Intel Corporation and was adopted as the IEEE 796 bus.

<span class="mw-page-title-main">Kurt Akeley</span> American computer graphics engineer

Kurt Akeley is an American computer graphics engineer.

<span class="mw-page-title-main">Bernard Widrow</span>

Bernard Widrow is a U.S. professor of electrical engineering at Stanford University. He is the co-inventor of the Widrow–Hoff least mean squares filter (LMS) adaptive algorithm with his then doctoral student Ted Hoff. The LMS algorithm led to the ADALINE and MADALINE artificial neural networks and to the backpropagation technique. He made other fundamental contributions to the development of signal processing in the fields of geophysics, adaptive antennas, and adaptive filtering. A summary of his work is.

<span class="mw-page-title-main">Richard F. Lyon</span> American inventor

Richard "Dick" Francis Lyon is an American inventor, scientist, and engineer. He is one of the two people who independently invented the first optical mouse devices in 1980. He has worked in signal processing and was a co-founder of Foveon, Inc., a digital camera and image sensor company.

William Michael Johnson is a technologist, and pioneer in superscalar microprocessor design in the United States.

<span class="mw-page-title-main">Bill Dally</span> American computer scientist and educator (born 1960)

William James Dally is an American computer scientist and educator. He is the chief scientist and senior vice president at Nvidia and was previously a professor of Electrical Engineering and Computer Science at Stanford University and MIT. Since 2021, he has been a member of the President's Council of Advisors on Science and Technology (PCAST).

Thomas H. Lee is a professor in the Department of Electrical Engineering at Stanford University. Lee's research focus has been on gigahertz-speed wireline and wireless integrated circuits built in conventional silicon technologies, particularly CMOS; microwave; and RF circuits.

<span class="mw-page-title-main">Kunle Olukotun</span> British-born Nigerian computer scientist

Oyekunle Ayinde "Kunle" Olukotun is a British-born Nigerian computer scientist who is the Cadence Design Systems Professor of the Stanford School of Engineering, Professor of Electrical Engineering and Computer Science at Stanford University and the director of the Stanford Pervasive Parallelism Lab. Olukotun is known as the “father of the multi-core processor”, and the leader of the Stanford Hydra Chip Multiprocessor research project. Olukotun's achievements include designing the first general-purpose multi-core CPU, innovating single-chip multiprocessor and multi-threaded processor design, and pioneering multicore CPUs and GPUs, transactional memory technology and domain-specific languages programming models. Olukotun's research interests include computer architecture, parallel programming environments and scalable parallel systems, domain specific languages and high-level compilers.

Chih-Kong Ken Yang is a professor of electrical engineering at the University of California, Los Angeles (UCLA), Director of the Integrated Circuits and Systems Laboratories (ICSL), and co-founder of Pluribus Networks, Inc.

<span class="mw-page-title-main">Massoud Pedram</span> Iranian American computer engineer

Massoud Pedram is an Iranian American computer engineer noted for his research in green computing, energy storage systems, low-power electronics and design, electronic design automation and quantum computing. In the early 1990s, Pedram pioneered an approach to designing VLSI circuits that considered physical effects during logic synthesis. He named this approach layout-driven logic synthesis, which was subsequently called physical synthesis and incorporated into the standard EDA design flows. Pedram's early work on this subject became a significant prior art reference in a litigation between Synopsys Inc. and Magma Design Automation.

<span class="mw-page-title-main">Saraju Mohanty</span> Indian-American computer scientist

Saraju Mohanty is an Indian-American professor of the Department of Computer Science and Engineering, and the director of the Smart Electronic Systems Laboratory, at the University of North Texas in Denton, Texas. Mohanty received a Glorious India Award – Rich and Famous NRIs of America in 2017 for his contributions to the discipline. Mohanty is a researcher in the areas of "smart electronics for smart cities/villages", "smart healthcare", "application-Specific things for efficient edge computing", and "methodologies for digital and mixed-signal hardware". He has made significant research contributions to security by design (SbD) for electronic systems, hardware-assisted security (HAS) and protection, high-level synthesis of digital signal processing (DSP) hardware, and mixed-signal integrated circuit computer-aided design and electronic design automation. Mohanty has been the editor-in-chief (EiC) of the IEEE Consumer Electronics Magazine during 2016-2021. He has held the Chair of the IEEE Computer Society's Technical Committee on Very Large Scale Integration during 2014-2018. He holds 4 US patents in the areas of his research, and has published 500 research articles and 5 books. He is ranked among top 2% faculty around the world in Computer Science and Engineering discipline as per the standardized citation metric adopted by the Public Library of Science Biology journal.

<span class="mw-page-title-main">Radovan Stojanović</span>

Radovan Stojanović is the Professor of Electrical Engineering at the University of Montenegro, Montenegro and Founder and President of the Montenegrin Association for New Technologies (MANT). He is a member of the Board of the Montenegrin Academy of Sciences and Arts for Natural and Technical Sciences.

<span class="mw-page-title-main">Mark Tehranipoor</span>

Mark M. Tehranipoor is an Iranian American academic researcher specializing in hardware security and trust, electronics supply chain security, IoT security, and reliable and testable VLSI design. He is the Intel Charles E. Young Preeminence Endowed Professor in Cybersecurity at the University of Florida and serves as the Director of the Florida Institute for Cybersecurity Research. Since June 2022, he has served as the chair of the Department of Electrical and Computer Engineering at the University of Florida. He is a fellow of IEEE, ACM, and NAI as well as a Golden Core member of the IEEE. He is a co-founder of the International Symposium on Hardware Oriented Security and Trust (HOST). He is the recipient of the 2023 SRC Aristotle award. Tehranipoor also serves as a co-director of the Air Force Office of Scientific Research CYAN and MEST Centers of Excellence.

<span class="mw-page-title-main">George Perlegos</span> Computer scientist and engineer

George Perlegos is a Greek-American computer scientist and engineer, best known for pioneering the use of EEPROM and founding Atmel.

Ingrid Verbauwhede is a professor at the COSIC Research Group of the Electrical Engineering Department, KU Leuven, where she leads the embedded systems team. She is a pioneer in the field of secure embedded circuits and systems, with several awards recognising her contributions to the field. She is member of the Royal Flemish Academy of Belgium for Science and the Arts since 2011. She is a fellow of IEEE.

Lawrence Pileggi is the Coraluppi Head and Tanoto Professor of Electrical and Computer Engineering at Carnegie Mellon University. He is a specialist in the automation of integrated circuits, and developing software tools for the optimization of power grids. Pileggi's research has been cited thousands of times in engineering papers.

<span class="mw-page-title-main">Milica Stojanovic</span> American-Serbian engineer

Milica Stojanovic is an American-Serbian engineer. She is a Professor of Electrical and Computer Engineering at Northeastern University. Stojanovic's work focuses on wireless information transmission through challenging environments and in particular on underwater acoustic communications.

References

  1. "Welcome from the Chair". ee.stanford.edu. 12 July 2023.{{cite journal}}: Cite journal requires |journal= (help)
  2. Mark Horowitz. 17 June 2023.
  3. "Patents by Inventor Mark Horowitz". patents.justia.com. 17 June 2023.{{cite journal}}: Cite journal requires |journal= (help)
  4. "Rambus Patents – Key Insights and Stats". insights.greyb.com. 17 June 2023.{{cite journal}}: Cite journal requires |journal= (help)
  5. Horowitz, Mark (Summer 2016). "The Art of Breaking and Making". IEEE Solid-State Circuits Magazine: 14–30. doi:10.1109/MSSC.2016.2580258.
  6. Horowitz, M.; Dutton, R.W. (July 1983). "Resistance Extraction from Mask Layout Data". IEEE Transactions on Computer-Aided Design. CAD-2 (3): 145–150. doi:10.1109/TCAD.1983.1270032. S2CID   1760505.
  7. Rubinstein, J.; Penfield, P.; Horowitz, M. A. (July 1983). "Signal Delay in RC Tree Networks" (PDF). IEEE Transactions on Computer-Aided Design. CAD-2 (3): 202–211. Bibcode:1983ITCAD...2..202R. doi:10.1109/TCAD.1983.1270037. S2CID   15304459.
  8. 1 2 3 4 5 Kanakia, Rahul (12 Feb 2007). "Four professors elected to National Academy of Engineering". news.stanford.edu.
  9. "Architectural Tradeoffs in the Design of MIPS-X". 4th International Symposium on Computer Architecture: 300–308. June 1987. CiteSeerX   10.1.1.123.5694 .
  10. 1 2 3 4 5 6 "Seven university scholars elected fellows of eminent learned society". 30 April 2008.
  11. Fuller, Samuel (2011). The Future of Computing Performance: Game Over or Next Level?. Washington, DC: National Academies Press. p. 164. ISBN   9780309159517.
  12. Handy, Jim (2021). "Mark Horowitz". qfarm.stanford.edu.
  13. Ho, Ron (5 September 2016). "Enabling the Hardware for Computational Photography: Mark Horowitz Turned Ideas into Working Hardware Systems". IEEE Solid-State Circuits Magazine. 8 (3): 52–56. doi:10.1109/MSSC.2016.2580282. S2CID   12910074.
  14. "The Stanford Multi-Camera Array". graphics.stanford.edu. Retrieved 17 July 2018.
  15. Pierce, David (22 April 2014). "Lytro changed photography. Now can it get anyone to care?". The Verge.
  16. "IEEE Donald O. Pederson Award in Solid-State Circuits Recipients, 2006 – Mark A. Horowitz". IEEE.org. IEEE. Retrieved 17 July 2018.
  17. 1 2 Handy, Jim (11 Feb 2014). "Rambus Founder Opines on Semiconductor Industry's Future". Forbes.com.
  18. "AHA Agile Hardware Project". stanford.edu. 2022.
  19. "Leadership". stanford.edu. 2022.
  20. Manners, David (10 July 2017). "Rambus reported to be up for sale". Electronics Weekly.com.
  21. Neal, Dave (8 Dec 2011). "Mark Horowitz is leaving Rambus". The Inquirer. Archived from the original on January 8, 2012.{{cite news}}: CS1 maint: unfit URL (link)
  22. "University Researcher Award". SRC.org. Retrieved 17 July 2018.
  23. 1 2 3 4 "University Researcher Award". med.stanford.edu. Retrieved 7 December 2022.
  24. "Professor Horowitz of Stanford University Recognized with ACM/IEEE CS Eckert-Mauchly Award". www.computer.org. 16 June 2022.
  25. Jim, Ormond (16 June 2022). "Stanford University Professor Receives the ACM - IEEE CS Eckert-Mauchly Award for Contributions to Microprocessor Memory Systems". www.acm.org.
  26. 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 "Mark Horowitz". profiles.stanford.edu. Retrieved 27 Dec 2023.