Interview with Barbara Liskov ACM Turing Award Recipient 2008 Done at MIT April 20, 2016 Interviewer Was Tom Van Vleck
Total Page:16
File Type:pdf, Size:1020Kb
Load more
Recommended publications
-
Artificial Intelligence in Health Care: the Hope, the Hype, the Promise, the Peril
Artificial Intelligence in Health Care: The Hope, the Hype, the Promise, the Peril Michael Matheny, Sonoo Thadaney Israni, Mahnoor Ahmed, and Danielle Whicher, Editors WASHINGTON, DC NAM.EDU PREPUBLICATION COPY - Uncorrected Proofs NATIONAL ACADEMY OF MEDICINE • 500 Fifth Street, NW • WASHINGTON, DC 20001 NOTICE: This publication has undergone peer review according to procedures established by the National Academy of Medicine (NAM). Publication by the NAM worthy of public attention, but does not constitute endorsement of conclusions and recommendationssignifies that it is the by productthe NAM. of The a carefully views presented considered in processthis publication and is a contributionare those of individual contributors and do not represent formal consensus positions of the authors’ organizations; the NAM; or the National Academies of Sciences, Engineering, and Medicine. Library of Congress Cataloging-in-Publication Data to Come Copyright 2019 by the National Academy of Sciences. All rights reserved. Printed in the United States of America. Suggested citation: Matheny, M., S. Thadaney Israni, M. Ahmed, and D. Whicher, Editors. 2019. Artificial Intelligence in Health Care: The Hope, the Hype, the Promise, the Peril. NAM Special Publication. Washington, DC: National Academy of Medicine. PREPUBLICATION COPY - Uncorrected Proofs “Knowing is not enough; we must apply. Willing is not enough; we must do.” --GOETHE PREPUBLICATION COPY - Uncorrected Proofs ABOUT THE NATIONAL ACADEMY OF MEDICINE The National Academy of Medicine is one of three Academies constituting the Nation- al Academies of Sciences, Engineering, and Medicine (the National Academies). The Na- tional Academies provide independent, objective analysis and advice to the nation and conduct other activities to solve complex problems and inform public policy decisions. -
The Power of Abstraction
The Power of Abstraction Barbara Liskov March 2013 MIT CSAIL Software is Complex Systems are big and they do complicated things and they may be distributed and/or concurrent Addressing Complexity Algorithms, data structures, protocols Addressing Complexity Algorithms, data structures, protocols Programming methodology Programming languages This Talk Programming methodology as it developed Programming languages Programming languages today The Situation in 1970 The software crisis! Programming Methodology How should programs be designed? How should programs be structured? The Landscape E. W. Dijkstra. Go To Statement Considered Harmful. Cacm, Mar. 1968 The Landscape N. Wirth. Program Development by Stepwise Refinement. Cacm, April 1971 The Landscape D. L. Parnas. Information Distribution Aspects of Design Methodology. IFIP Congress, 1971 “The connections between modules are the assumptions which the modules make about each other.” Modularity A program is a collection of modules Modularity A program is a collection of modules Each module has an interface, described by a specification Modularity A program is a collection of modules Each has an interface, described by a specification A module’s implementation is correct if it meets the specification A using module depends only on the specification Modularity A program is a collection of modules Each has an interface, described by a specification A module’s implementation is correct if it meets the specification A using module depends only on the specification E.g. a sort routine sort(a) Benefits of Modularity Local reasoning Modifiability Independent development The Situation in 1970 Procedures were the only type of module Not powerful enough, e.g., a file system Not used very much Complicated connections Partitions B. -
MIT Turing Laureates Propose Creation of School of Computing an Open Letter to President Rafael Reif
9/26/2017 The Tech OPINION LETTER TO THE EDITOR MIT Turing laureates propose creation of School of Computing An open letter to President Rafael Reif By MIT Turing Laureates | Sep. 20, 2017 Facebook Dear Rafael, Twitter There comes a time, in the course of scientic evolution, when a discipline is ready to emerge from the womb of its parent disciplines and take its own place in the world. For Reddit computer science, or more accurately, for the eld of computing, this moment is now. Print Born from a combination of mathematics and electrical engineering, with the original intent of speeding up calculations, computer science has grown to encompass all information processing and most communications and now to provide an alternative evolutionary path to intelligence. Computer science is rapidly becoming an essential part of most academic disciplines, and students are voting with their feet. One third of MIT undergraduates are majoring in computer science. This trend is unlikely to slow down anytime soon. We, the 7 active MIT Turing Award winners, therefore write this open letter to recommend that you consider the bold step of establishing a School of Computing at MIT. The new school, a brother to the Schools of Engineering and Science, will allow the eld of computing, with its many https://thetech.com/2017/09/20/turing-laureates-open-letter-to-reif 1/4 9/26/2017 The Tech facets and sub-elds, to grow and interact naturally with the Institute’s scientic and engineering environment. The Tech Submit Campus Life Stories Today the study of computation is housed primarily in the EECS department within the School of Engineering, but departments are limited in their ability to hire and grow. -
Computational Thinking's Influence on Research and Education For
Computational thinking’s influence on research and education for all Influenza del pensiero computazionale nella ricerca e nell’educazione per tutti Jeannette M. Wing Columbia University, New York, N.Y., USA, [email protected] HOW TO CITE Wing, J.M. (2017). Computational thinking’s influence on research and education for all. Italian Journal of Educational Technology, 25(2), 7-14. doi: 10.17471/2499-4324/922 ABSTRACT Computer science has produced, at an astonishing and breathtaking pace, amazing technology that has transformed our lives with profound economic and societal impact. In the course of the past ten years, we have come to realize that computer science offers not just useful software and hardware artifacts, but also an intellectual framework for thinking, what I call “computational thinking”. Everyone can benefit from thinking computationally. My grand vision is that computational thinking will be a fundamental skill—just like reading, writing, and arithmetic—used by everyone by the middle of the 21st Century. KEYWORDS Computational Thinking, Education, Curriculum. SOMMARIO L’informatica ha prodotto, a un ritmo sorprendente e mozzafiato, una straordinaria tecnologia che ha profondamente trasformato le nostre vite con importanti conseguenze economiche e sociali. Negli ultimi dieci anni ci si è resi conto che l’informatica non solo offre utili artefatti software e hardware, ma anche un paradigma di ragionamento che chiamo “pensiero computazionale”. Ognuno di noi può trarre vantaggio dal pensare in modo computazionale. Mi aspetto che il pensiero computazionale costituirà un’abilità fondamentale - come leggere, scrivere e far di conto – che verrà utilizzata da tutti entro la prima metà del XXI secolo. -
Oral History of Fernando Corbató
Oral History of Fernando Corbató Interviewed by: Steven Webber Recorded: February 1, 2006 West Newton, Massachusetts CHM Reference number: X3438.2006 © 2006 Computer History Museum Oral History of Fernando Corbató Steven Webber: Today the Computer History Museum Oral History Project is going to interview Fernando J. Corbató, known as Corby. Today is February 1 in 2006. We like to start at the very beginning on these interviews. Can you tell us something about your birth, your early days, where you were born, your parents, your family? Fernando Corbató: Okay. That’s going back a long ways of course. I was born in Oakland. My parents were graduate students at Berkeley and then about age 5 we moved down to West Los Angeles, Westwood, where I grew up [and spent] most of my early years. My father was a professor of Spanish literature at UCLA. I went to public schools there in West Los Angeles, [namely,] grammar school, junior high and [the high school called] University High. So I had a straightforward public school education. I guess the most significant thing to get to is that World War II began when I was in high school and that caused several things to happen. I’m meandering here. There’s a little bit of a long story. Because of the wartime pressures on manpower, the high school went into early and late classes and I cleverly saw that I could get a chance to accelerate my progress. I ended up taking both early and late classes and graduating in two years instead of three and [thereby] got a chance to go to UCLA in 1943. -
Arxiv:1909.05204V3 [Cs.DC] 6 Feb 2020
Cogsworth: Byzantine View Synchronization Oded Naor, Technion and Calibra Mathieu Baudet, Calibra Dahlia Malkhi, Calibra Alexander Spiegelman, VMware Research Most methods for Byzantine fault tolerance (BFT) in the partial synchrony setting divide the local state of the nodes into views, and the transition from one view to the next dictates a leader change. In order to provide liveness, all honest nodes need to stay in the same view for a sufficiently long time. This requires view synchronization, a requisite of BFT that we extract and formally define here. Existing approaches for Byzantine view synchronization incur quadratic communication (in n, the number of parties). A cascade of O(n) view changes may thus result in O(n3) communication complexity. This paper presents a new Byzantine view synchronization algorithm named Cogsworth, that has optimistically linear communication complexity and constant latency. Faced with benign failures, Cogsworth has expected linear communication and constant latency. The result here serves as an important step towards reaching solutions that have overall quadratic communication, the known lower bound on Byzantine fault tolerant consensus. Cogsworth is particularly useful for a family of BFT protocols that already exhibit linear communication under various circumstances, but suffer quadratic overhead due to view synchro- nization. 1. INTRODUCTION Logical synchronization is a requisite for progress to be made in asynchronous state machine repli- cation (SMR). Previous Byzantine fault tolerant (BFT) synchronization mechanisms incur quadratic message complexities, frequently dominating over the linear cost of the consensus cores of BFT so- lutions. In this work, we define the view synchronization problem and provide the first solution in the Byzantine setting, whose latency is bounded and communication cost is linear, under a broad set of scenarios. -
Communications Cacm.Acm.Org of Theacm 06/2009 Vol.52 No.06
COMMUNICATIONS CACM.ACM.ORG OF THEACM 06/2009 VOL.52 NO.06 One Laptop Per Child: Vision vs. Reality Hard-Disk Drives: The Good, The Bad, and the Ugly How CS Serves The Developing World Network Front-End Processors The Claremont Report On Database Research Autonomous Helicopters Association for Computing Machinery Think Parallel..... It’s not just what we make. It’s what we make possible. Advancing Technology Curriculum Driving Software Evolution Fostering Tomorrow’s Innovators Learn more at: www.intel.com/thinkparallel ACM Ad.indd 1 4/17/2009 11:20:03 AM ABCD springer.com Noteworthy Computer Science Journals Autonomous Biological Personal and Robots Cybernetics Ubiquitous G. Sukhatme, University W. Senn, Universität Bern, Computing of Southern California, Physiologisches Institut; ACM Viterbi School of Engi- J. Rinzel, National neering, Dept. Computer Institutes of Health (NIH), P. Thomas, Univ. Coll. Science Dept. Health Education & London Interaction Centre Autonomous Robots Welfare; J. L. van Hemmen, reports on the theory and TU München, Abt. Physik Personal and Ubiquitous applications of robotic systems capable of Biological Cybernetics is an interdisciplinary Computing publishes peer-reviewed some degree of self-sufficiency. It features medium for experimental, theoretical and international research on handheld, wearable papers that include performance data on actual application-oriented aspects of information and mobile information devices and the robots in the real world. The focus is on the processing in organisms, including sensory, pervasive communications infrastructure that ability to move and be self-sufficient, not on motor, cognitive, and ecological phenomena. supports them to enable the seamless whether the system is an imitation of biology. -
The Computational Attitude in Music Theory
The Computational Attitude in Music Theory Eamonn Bell Submitted in partial fulfillment of the requirements for the degree of Doctor of Philosophy in the Graduate School of Arts and Sciences COLUMBIA UNIVERSITY 2019 © 2019 Eamonn Bell All rights reserved ABSTRACT The Computational Attitude in Music Theory Eamonn Bell Music studies’s turn to computation during the twentieth century has engendered particular habits of thought about music, habits that remain in operation long after the music scholar has stepped away from the computer. The computational attitude is a way of thinking about music that is learned at the computer but can be applied away from it. It may be manifest in actual computer use, or in invocations of computationalism, a theory of mind whose influence on twentieth-century music theory is palpable. It may also be manifest in more informal discussions about music, which make liberal use of computational metaphors. In Chapter 1, I describe this attitude, the stakes for considering the computer as one of its instruments, and the kinds of historical sources and methodologies we might draw on to chart its ascendance. The remainder of this dissertation considers distinct and varied cases from the mid-twentieth century in which computers or computationalist musical ideas were used to pursue new musical objects, to quantify and classify musical scores as data, and to instantiate a generally music-structuralist mode of analysis. I present an account of the decades-long effort to prepare an exhaustive and accurate catalog of the all-interval twelve-tone series (Chapter 2). This problem was first posed in the 1920s but was not solved until 1959, when the composer Hanns Jelinek collaborated with the computer engineer Heinz Zemanek to jointly develop and run a computer program. -
MTS on Wikipedia Snapshot Taken 9 January 2011
MTS on Wikipedia Snapshot taken 9 January 2011 PDF generated using the open source mwlib toolkit. See http://code.pediapress.com/ for more information. PDF generated at: Sun, 09 Jan 2011 13:08:01 UTC Contents Articles Michigan Terminal System 1 MTS system architecture 17 IBM System/360 Model 67 40 MAD programming language 46 UBC PLUS 55 Micro DBMS 57 Bruce Arden 58 Bernard Galler 59 TSS/360 60 References Article Sources and Contributors 64 Image Sources, Licenses and Contributors 65 Article Licenses License 66 Michigan Terminal System 1 Michigan Terminal System The MTS welcome screen as seen through a 3270 terminal emulator. Company / developer University of Michigan and 7 other universities in the U.S., Canada, and the UK Programmed in various languages, mostly 360/370 Assembler Working state Historic Initial release 1967 Latest stable release 6.0 / 1988 (final) Available language(s) English Available programming Assembler, FORTRAN, PL/I, PLUS, ALGOL W, Pascal, C, LISP, SNOBOL4, COBOL, PL360, languages(s) MAD/I, GOM (Good Old Mad), APL, and many more Supported platforms IBM S/360-67, IBM S/370 and successors History of IBM mainframe operating systems On early mainframe computers: • GM OS & GM-NAA I/O 1955 • BESYS 1957 • UMES 1958 • SOS 1959 • IBSYS 1960 • CTSS 1961 On S/360 and successors: • BOS/360 1965 • TOS/360 1965 • TSS/360 1967 • MTS 1967 • ORVYL 1967 • MUSIC 1972 • MUSIC/SP 1985 • DOS/360 and successors 1966 • DOS/VS 1972 • DOS/VSE 1980s • VSE/SP late 1980s • VSE/ESA 1991 • z/VSE 2005 Michigan Terminal System 2 • OS/360 and successors -
NEWS RELEASE Contact: Jim Ormond 212-626-0505
NEWS RELEASE Contact: Jim Ormond 212-626-0505 [email protected] ACM ANNOUNCES NEW INTERNATIONAL CONFERENCE ON AI IN FINANCE Inaugural Conference to Be Held October 14-16 New York, NY, October 6, 2020 – ACM, the Association for Computing Machinery, will hold the inaugural ACM International Conference on AI in Finance (ICAIF), virtually from October 14-16. Advances in artificial intelligence are having significant impacts on finance, including financial markets, financial services, and the global financial system more broadly. ICAIF is a new scholarly conference to bring together researchers from a variety of disciplines to share technical advances and insights on the effects of AI on the finance world. The ICAIF conference includes participation from academia, government, regulatory agencies, financial institutions, NGOs and other stakeholders in the AI and finance communities. “AI is transforming the finance industry at every level, from the consumer, who might be interacting with an intelligent chatbot during an online banking session, to a bank CEO, who may be investing in new AI technologies to better predict trends, increase revenues, and find more efficient ways to keep financial systems secure,” explained ICAIF Program Chair Tucker Balch, J.P. Morgan AI Research. “We’ve put together a dynamic program of work from top researchers and we invite everyone who has a stake in how AI is shaping finance to join us by registering for the conference.” Visit here to view the entire program. 2020 ACM ICAIF HIGHLIGHTS ICAIF features a distinguished -
Oral History of Brian Kernighan
Oral History of Brian Kernighan Interviewed by: John R. Mashey Recorded April 24, 2017 Princeton, NJ CHM Reference number: X8185.2017 © 2017 Computer History Museum Oral History of Brian Kernighan Mashey: Well, hello, Brian. It’s great to see you again. Been a long time. So we’re here at Princeton, with Brian Kernighan, and we want to go do a whole oral history with him. So why don’t we start at the beginning. As I recall, you’re Canadian. Kernighan: That is right. I was born in Toronto long ago, and spent my early years in the city of Toronto. Moved west to a small town, what was then a small town, when I was in the middle of high school, and then went to the University of Toronto for my undergraduate degree, and then came here to Princeton for graduate school. Mashey: And what was your undergraduate work in? Kernighan: It was in one of these catch-all courses called Engineering Physics. It was for people who were kind of interested in engineering and math and science and didn’t have a clue what they wanted to actually do. Mashey: <laughs> So how did you come to be down here? Kernighan: I think it was kind of an accident. It was relatively unusual for people from Canada to wind up in the United States for graduate school at that point, but I thought I would try something different and so I applied to six or seven different schools in the United States, got accepted at some of them, and then it was a question of balancing things like, “Well, they promised that they would get you out in a certain number of years and they promised that they would give you money,” but the question is whether, either that was true or not and I don’t know. -
Thomas Heldt
Thomas Heldt Institute for Medical Engineering & Science p: (617) 324-5005 Massachusetts Institute of Technology f: (617) 253-7498 Room E25-324 e: [email protected] 77 Massachusetts Avenue Cambridge, MA 02139 Education Massachusetts Institute of Technology, Cambridge, MA, USA 1997 { 2004 Harvard { MIT Division of Health Sciences and Technology Ph.D. Medical Physics, September 2004 Thesis title: Computational Models of Cardiovascular Response to Orthostatic Stress Yale University, New Haven, CT, USA 1995 { 1997 M.S. Physics, June 1997 M.Phil. Physics, December 1998 Johannes Gutenberg-Universit¨at,Mainz, Germany 1994 { 1995 First-year medical studies Johannes Gutenberg-Universit¨at,Mainz, Germany 1992 { 1995 Diplomvorpr¨ufungPhysics, June 1994 Passed Diplomvorpr¨ufungin Physics with honors Experience Associate Professor of Electrical and Biomedical Engineering 07/2017 { present Massachusetts Institute of Technology Department of Electrical Engineering and Computer Science W.M. Keck Career Development Professor in Biomedical Engineering 07/2016 { present Massachusetts Institute of Technology Member of the Affiliate Faculty of Health Sciences & Technology 05/2014 { present Harvard Medical School Core Faculty Member 07/2013 { present Massachusetts Institute of Technology Institute for Medical Engineering and Science Principal Investigator 07/2013 { present Massachusetts Institute of Technology Research Laboratory of Electronics Hermann L.F. von Helmholtz Career Development Professor 07/2013 { 06/2016 Massachusetts Institute of Technology Institute for Medical Engineering and Science Assistant Professor of Electrical and Biomedical Engineering 07/2013 { 06/2017 Massachusetts Institute of Technology Department of Electrical Engineering and Computer Science Principal Research Scientist 07/2012 { 07/2013 Massachusetts Institute of Technology Computational Physiology and Clinical Inference Group Thomas Heldt, Ph.D.