Contents
Title Page and Notice
NAS Statement
Committee, Board, and Commission Members
Preface
Acknowledgment of Reviewers
Executive Summary
Part I: The Federal Role in Computing Research
1 Introduction
Using History as a Guide
The Computing Revolution
Effects on the Economy
Technological Roots
Sources of U.S. Success
Research and Technological Innovation
Federal Policy Toward Research Funding
Other Mechanisms for Federal Support of Innovation
Issues Related to Federal Support of Research
Organization of This Report
Notes
2 Economic Perspectives on Public Support for Research
The Economic Rationale for Public Support of Civilian R&D
Information and Knowledge as Commodities
Capturing the Benefits of Research Investments
Technical Standards as Public Goods
Secrecy and Intellectual Property Rights
Common Pool Problems, Patent Races, and Potential Overinvestment in R&D
The Benefits of Public Support of Research
Direct Contributions to the Scientific Knowledge Base
Indirect Effects of Government-sponsored Research
Intellectual Assistance
Research as Training
Notes
3 Federal Support for Research Infrastructure
Federal Research Funding
Levels of Federal Support
Sources of Federal Support
Comparisons to Industrial Research Funding
Human Resources
Computer Facilities
University Computing Centers
Departmental Computing
High-performance Computing
Network Infrastructure
Effects of Federal Investments in Research Infrastructure
Conclusion
Notes
4 The Organization of Federal Support: A Historical Review
1945-1960: Era of Government Computers
The Government's Early Role
Establishment of Organizations
Military Research Offices
National Bureau of Standards
Atomic Energy Commission
Private Organizations
Observations
1960-1970: Supporting a Continuing Revolution
Maturing of a Commercial Industry
The Changing Federal Role
The Advanced Research Projects Agency
ARPA and Information Technology
ARPA's Management Style
National Science Foundation
1970-1990: Retrenching and International Competition
Computer Science, Computer Technology
The Changing Political Context
Science and Politics in the 1970s: A Changed Climate
Policy for the 1980s: Industrial Research and Competitiveness
Changes in the Organization of Federal Research Support
Changes at ARPA
Very Large Scale Integrated Circuits
Strategic Computing Initiative
Making a Science, Funding a Science: The NSF in the 1970s and 1980s
Other Federal Agencies in the 1970s and 1980s
SEMATECH
High-performance Computing
1990 and Beyond
Notes
5 Lessons from History
The Benefits of Federal Research Investments
Providing the Technology Base for Growing Industries
Maintaining University Research Capabilities
Creating Human Resources
Accomplishing Federal Missions
Characteristics of Effective Federal Support
Support for Long-range, Fundamental Research
Support for Efforts to Build Large Systems
Building on Industrial Research
Diverse Sources of Government Support
Strong Program Managers and Flexible Management Structures
Industry-University Collaboration
Organizational Innovation and Adaptation
Concluding Remarks
Notes
Part II: Case Studies in Computing Research
6 The Rise of Relational Databases
Background
Emergence of Computerized Databases
Early Efforts at Standardization
Emergence of the Relational Model
Codd's Vision
System R
Ingres
Diffusion and Commercialization of Relational Databases
Lessons from History
Notes
7 Development of the Internet and the World Wide Web
Early Steps: 1960-1970
Expansion of the ARPANET: 1970-1980
From ARPANET to Internet
Local Area Networks
Integrated Networking
Standards and Management
Closing the Decade
The NSFNET Years: 1980-1990
Emergence of the Web: 1990 to the Present
Lessons from History
Notes
8 Theoretical Research: Intangible Cornerstone of Computer Science
Machine Models: State Machines
Computational Complexity
Verifying Program Correctness
Cryptography
Lessons from History
Notes
9 Developments in Artificial Intelligence
The Private Sector Launches the Field
The Government Steps In
DARPA's Pivotal Role
Success in Speech Recognition
Shift to Applied Research Increases Investment
Artificial Intelligence in the 1990s
Lessons from History
Notes
10 Virtual Reality Comes of Age
Launching the Graphics and Virtual Reality Revolution
Seeding the Academic Talent Pool
Virtual Reality in the Private Sector: Approach with Caution
Synergy Launches the Quest for the "Holy Grail,"
Graphics Hardware: RISC Technology
Biomedical Applications
Virtual Reality and Entertainment: Toward a Commercial Industry
The Right Mix: Virtual Reality in the 1990s
Lessons from History
Notes
Bibliography
Appendix: Committee Biographies
Boxes, Figures, and Tables
Boxes
ES.1
Why a Historical Approach?
ES.2
Case Studies of Innovation in Computing
1.1
Drawing Conclusions from Case Studies
1.2
Analogy in Technological Innovation
1.3
Early Industrial Efforts in Computing
4.1
Project Whirlwind and SAGE
4.2
Project MAC and Computer Time-sharing
4.3
Roots of the Personal Computer
4.4
Accomplishments of DARPA's Very Large Scale Integrated Circuit Program
4.5
Computer Engineering at the National Science Foundation
8.1
The Formal Verification Process
8.2
Rivest-Shamir-Adleman Cryptography
9.1
The Development and Influence of LISP
9.2
Dragon Systems Profits from Success in Speech Recognition
9.3
Pioneering Expert Systems
9.4
DARPA's Current Artificial Intelligence Program
10.1
What Is Virtual Reality?
10.2
Community Building
10.3
The Rise and Fall of Atari
10.4
Real3D Emerges from Military-Commercial Linkage
Figures
ES.1
Federal and industry funding for computing research, 1977-1996
1.1
Illustrations of the role of government-sponsored computing research and development
3.1
Federal funding for research in computer science, 1976-1995
3.2
Federal funding for research in electrical engineering, 1971-1995
3.3
Federal funding for scientific research, 1974-1995
3.4
Federal funding for research in computer science by agency, 1976-1995
3.5
Federal funding for research in electrical engineering by agency, 1972-1995
3.6
Federal funding for basic research in computer science by agency, 1976-1995
3.7
Federal funding for basic research in electrical engineering by agency, 1972-1995
3.8
Federal and industrial funding for computing research, 1977-1996
3.9
R&D intensity in computer-related industries, 1975-1996
3.10
Bachelor's degrees awarded by field, 1966-1995
3.11
Master's degrees awarded by field, 1966-1995
3.12
Doctoral degrees awarded by field, 1966-1995
3.13
Federal funding for university research in computer science, 1976-1995
3.14
Federal funding for university research in electrical engineering, 1975-1995
3.15
Portion of university research funding provided by the federal government, 1973-1995
3.16
Computer science and electrical engineering graduate students supported by the federal government, 1985-1996
3.17
Expenditures for research equipment in computer science, 1981-1995
3.18
Expenditures for research equipment in electrical engineering, 1981-1995
8.1
Simplified state diagram for supervising a telephone line
9.1
Artificial-intelligence-related patents awarded per year, 1976-1996
9.2
Ph.D. dissertations submitted annually in artificial intelligence and related fields, 1956-1995
9.3
Number of Ph.D. dissertations submitted annually in AI and related fields and in computer science, 1956-1995
Tables
1.1
Worldwide Deployment of Computers in 1995
1.2
Sales and Employment in the Information Technology Industry, 1996
1.3
Historical Improvement in Microprocessors and Memories
3.1
Funding for Industrial R&D and Research in Office and Computing Equipment, 1975-1979
3.2
Funding for Industrial R&D and Research in Communications Equipment, 1965-1990
3.3
Employment, by Sector, for New Ph.D. Recipients in Computer Science and Engineering, 1970-1995
3.4
University Expenditures for Computing Equipment, Maintenance, and Operations (in millions of dollars), 1988
3.5
National Science Foundation Obligations for Institutional Computing Services (in thousands of dollars)
3.6
National Science Foundation Expenditures on the Coordinated Experimental Research and Computing Research Equipment Programs (in millions of dollars), 1977-1985
3.7
Authorship and Source of Financial Support for Computer-related Papers Cited in U.S. Patents Granted in 1993-1994
4.1
Computing and Related Equipment as a Share of the National Economy
4.2
Representative VLSI Technologies and Resulting Commercial Products
4.3
Growth in the National Science Foundation's Computer and Information Sciences and Engineering Directorate Budget (millions of dollars), 1987-1996
9.1
Total Federal Funding for Artificial Intelligence Research (in millions of dollars), 1984-1988
9.2
Federal Funding for Basic Research in Artificial Intelligence by Agency (in millions of dollars), 1984-1988
9.3
Federal Funding for Applied Research in Artificial Intelligence by Agency (in millions of dollars), 1984-1988
9.4
Leading Holders of Patents Related to Artificial Intelligence, 1976-1997
10.1
Select Alumni of the University of Utah's Computer Graphics Program
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