Oral History of Robert P. Colwell (1954- )
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Intel® Architecture Instruction Set Extensions and Future Features Programming Reference
Intel® Architecture Instruction Set Extensions and Future Features Programming Reference 319433-037 MAY 2019 Intel technologies features and benefits depend on system configuration and may require enabled hardware, software, or service activation. Learn more at intel.com, or from the OEM or retailer. No computer system can be absolutely secure. Intel does not assume any liability for lost or stolen data or systems or any damages resulting from such losses. You may not use or facilitate the use of this document in connection with any infringement or other legal analysis concerning Intel products described herein. You agree to grant Intel a non-exclusive, royalty-free license to any patent claim thereafter drafted which includes subject matter disclosed herein. No license (express or implied, by estoppel or otherwise) to any intellectual property rights is granted by this document. The products described may contain design defects or errors known as errata which may cause the product to deviate from published specifica- tions. Current characterized errata are available on request. This document contains information on products, services and/or processes in development. All information provided here is subject to change without notice. Intel does not guarantee the availability of these interfaces in any future product. Contact your Intel representative to obtain the latest Intel product specifications and roadmaps. Copies of documents which have an order number and are referenced in this document, or other Intel literature, may be obtained by calling 1- 800-548-4725, or by visiting http://www.intel.com/design/literature.htm. Intel, the Intel logo, Intel Deep Learning Boost, Intel DL Boost, Intel Atom, Intel Core, Intel SpeedStep, MMX, Pentium, VTune, and Xeon are trademarks of Intel Corporation in the U.S. -
Producer Spotlight: Kurt Ballou
Producer Spotlight: Kurt Ballou An analysis of the chosen producer or production style. This will include a discussion of the historical/musical/cultural/technological context of the production style, as evidenced in existing literature; at least three case studies that identify the musical/sonic/aesthetic concerns of specific recorded works through a combination of original analysis/scholarship and reference to existing literature; and a discussion of your findings. Table of Contents Introduction .................................................................................................................................. 3 Literature Review.......................................................................................................................... 3 Methodology ................................................................................................................................ 5 Case Studies .................................................................................................................................. 6 Interview – Kurt Ballou ................................................................................................................. 9 Conclusions ................................................................................................................................... 9 Appendix A – Timelines............................................................................................................... 12 Appendix B................................................................................................................................. -
Software Orchestration of Instruction Level Parallelism on Tiled Processor Architectures
Software Orchestration of Instruction Level Parallelism on Tiled Processor Architectures by Walter Lee B.S., Computer Science Massachusetts Institute of Technology, 1995 M.Eng., Electrical Engineering and Computer Science Massachusetts Institute of Technology, 1995 Submitted to the Department of Electrical Engineering and Computer Science in partial fulfillment of the requirements for the degree of MiASSACHUSETTS INST IJUE DOCTOR OF PHILOSOPHY OF TECHNOLOGY at the OCT 2 12005 MASSACHUSETTS INSTITUTE OF TECHNOLOGY LIBRARIES May 2005 @ 2005 Massachusetts Institute of Technology. All rights reserved. Signature of Author: Department of Electrical Engineering and Computer Science A May 16, 2005 Certified by: Anant Agarwal Professr of Computer Science and Engineering Thesis Supervisor Certified by: Saman Amarasinghe Associat of Computer Science and Engineering Thesis Supervisor Accepted by: Arthur C. Smith Chairman, Departmental Graduate Committee BARKER ovlv ". Software Orchestration of Instruction Level Parallelism on Tiled Processor Architectures by Walter Lee Submitted to the Department of Electrical Engineering and Computer Science on May 16, 2005 in partial fulfillment of the requirements for the Degree of Doctor of Philosophy in Electrical Engineering and Computer Science ABSTRACT Projection from silicon technology is that while transistor budget will continue to blossom according to Moore's law, latency from global wires will severely limit the ability to scale centralized structures at high frequencies. A tiled processor architecture (TPA) eliminates long wires from its design by distributing its resources over a pipelined interconnect. By exposing the spatial distribution of these resources to the compiler, a TPA allows the compiler to optimize for locality, thus minimizing the distance that data needs to travel to reach the consuming computation. -
Black Metal and Brews
Review: Roadburn Friday 20th April 2018 By Daniel Pietersen Day Two at Roadburn ‘18 and already Never wandering off into too-loose the bar is raised pretty high, with sets jam-band territory, the quartet unleash from Black Decades, Kælan Mikla and some of the best heads-down psych- Servants of the Apocalyptic Goat Rave rock I’ve seen and the crowd absolutely being my personal highlights from the lap it up over the set’s two-hour (two day before. We’ve a lot to get through, hours!) duration. though, and these bands won’t watch themselves. The Ruins of Beverast unleash a black metal stormcloud, all martial drums and lightning-strike guitars sweeping scythe-like over the field of nodding heads in a packed Green Room. It’s a ferocious, scathing display made all the more intense by the devastatingly tight musicianship. An immense start to the Panopticon (Paul Verhagen) day and that’s Roadburn in a nutshell; What Jeremy Bentham, the 18th even the first band on one of the century English philosopher who smaller stages are world class. developed the concept of the Panopticon, would think of his creation’s musical namesake is, sadly, impossible to know. I like to think that, even if the music were beyond him, the passionate social reformer would appreciate the politically relevant sentiments of the band, something which is made most obvious on their opening selection of country- influenced tracks. Banjo and mandolin Motorpsycho (Paul Verhagen) blend with mournful voices, singing of Next door, on the Main Stage, lost families and failing factories, into Motorpsycho are working up their songs that wouldn’t be out of place on groove and creating the kind of sounds, a Steve Earle record. -
Emerging Technologies Multi/Parallel Processing
Emerging Technologies Multi/Parallel Processing Mary C. Kulas New Computing Structures Strategic Relations Group December 1987 For Internal Use Only Copyright @ 1987 by Digital Equipment Corporation. Printed in U.S.A. The information contained herein is confidential and proprietary. It is the property of Digital Equipment Corporation and shall not be reproduced or' copied in whole or in part without written permission. This is an unpublished work protected under the Federal copyright laws. The following are trademarks of Digital Equipment Corporation, Maynard, MA 01754. DECpage LN03 This report was produced by Educational Services with DECpage and the LN03 laser printer. Contents Acknowledgments. 1 Abstract. .. 3 Executive Summary. .. 5 I. Analysis . .. 7 A. The Players . .. 9 1. Number and Status . .. 9 2. Funding. .. 10 3. Strategic Alliances. .. 11 4. Sales. .. 13 a. Revenue/Units Installed . .. 13 h. European Sales. .. 14 B. The Product. .. 15 1. CPUs. .. 15 2. Chip . .. 15 3. Bus. .. 15 4. Vector Processing . .. 16 5. Operating System . .. 16 6. Languages. .. 17 7. Third-Party Applications . .. 18 8. Pricing. .. 18 C. ~BM and Other Major Computer Companies. .. 19 D. Why Success? Why Failure? . .. 21 E. Future Directions. .. 25 II. Company/Product Profiles. .. 27 A. Multi/Parallel Processors . .. 29 1. Alliant . .. 31 2. Astronautics. .. 35 3. Concurrent . .. 37 4. Cydrome. .. 41 5. Eastman Kodak. .. 45 6. Elxsi . .. 47 Contents iii 7. Encore ............... 51 8. Flexible . ... 55 9. Floating Point Systems - M64line ................... 59 10. International Parallel ........................... 61 11. Loral .................................... 63 12. Masscomp ................................. 65 13. Meiko .................................... 67 14. Multiflow. ~ ................................ 69 15. Sequent................................... 71 B. Massively Parallel . 75 1. Ametek.................................... 77 2. Bolt Beranek & Newman Advanced Computers ........... -
A Superscalar Out-Of-Order X86 Soft Processor for FPGA
A Superscalar Out-of-Order x86 Soft Processor for FPGA Henry Wong University of Toronto, Intel [email protected] June 5, 2019 Stanford University EE380 1 Hi! ● CPU architect, Intel Hillsboro ● Ph.D., University of Toronto ● Today: x86 OoO processor for FPGA (Ph.D. work) – Motivation – High-level design and results – Microarchitecture details and some circuits 2 FPGA: Field-Programmable Gate Array ● Is a digital circuit (logic gates and wires) ● Is field-programmable (at power-on, not in the fab) ● Pre-fab everything you’ll ever need – 20x area, 20x delay cost – Circuit building blocks are somewhat bigger than logic gates 6-LUT6-LUT 6-LUT6-LUT 3 6-LUT 6-LUT FPGA: Field-Programmable Gate Array ● Is a digital circuit (logic gates and wires) ● Is field-programmable (at power-on, not in the fab) ● Pre-fab everything you’ll ever need – 20x area, 20x delay cost – Circuit building blocks are somewhat bigger than logic gates 6-LUT 6-LUT 6-LUT 6-LUT 4 6-LUT 6-LUT FPGA Soft Processors ● FPGA systems often have software components – Often running on a soft processor ● Need more performance? – Parallel code and hardware accelerators need effort – Less effort if soft processors got faster 5 FPGA Soft Processors ● FPGA systems often have software components – Often running on a soft processor ● Need more performance? – Parallel code and hardware accelerators need effort – Less effort if soft processors got faster 6 FPGA Soft Processors ● FPGA systems often have software components – Often running on a soft processor ● Need more performance? – Parallel -
Multiprocessing Contents
Multiprocessing Contents 1 Multiprocessing 1 1.1 Pre-history .............................................. 1 1.2 Key topics ............................................... 1 1.2.1 Processor symmetry ...................................... 1 1.2.2 Instruction and data streams ................................. 1 1.2.3 Processor coupling ...................................... 2 1.2.4 Multiprocessor Communication Architecture ......................... 2 1.3 Flynn’s taxonomy ........................................... 2 1.3.1 SISD multiprocessing ..................................... 2 1.3.2 SIMD multiprocessing .................................... 2 1.3.3 MISD multiprocessing .................................... 3 1.3.4 MIMD multiprocessing .................................... 3 1.4 See also ................................................ 3 1.5 References ............................................... 3 2 Computer multitasking 5 2.1 Multiprogramming .......................................... 5 2.2 Cooperative multitasking ....................................... 6 2.3 Preemptive multitasking ....................................... 6 2.4 Real time ............................................... 7 2.5 Multithreading ............................................ 7 2.6 Memory protection .......................................... 7 2.7 Memory swapping .......................................... 7 2.8 Programming ............................................. 7 2.9 See also ................................................ 8 2.10 References ............................................. -
2Nd Generation Intel® Core™ Processor Family Mobile with ECC
2nd Generation Intel® Core™ Processor Family Mobile with ECC Datasheet Addendum May 2012 Revision 002 Document Number: 324855-002 INFORMATION IN THIS DOCUMENT IS PROVIDED IN CONNECTION WITH INTEL PRODUCTS. NO LICENSE, EXPRESS OR IMPLIED, BY ESTOPPEL OR OTHERWISE, TO ANY INTELLECTUAL PROPERTY RIGHTS IS GRANTED BY THIS DOCUMENT. EXCEPT AS PROVIDED IN INTEL'S TERMS AND CONDITIONS OF SALE FOR SUCH PRODUCTS, INTEL ASSUMES NO LIABILITY WHATSOEVER AND INTEL DISCLAIMS ANY EXPRESS OR IMPLIED WARRANTY, RELATING TO SALE AND/OR USE OF INTEL PRODUCTS INCLUDING LIABILITY OR WARRANTIES RELATING TO FITNESS FOR A PARTICULAR PURPOSE, MERCHANTABILITY, OR INFRINGEMENT OF ANY PATENT, COPYRIGHT OR OTHER INTELLECTUAL PROPERTY RIGHT. UNLESS OTHERWISE AGREED IN WRITING BY INTEL, THE INTEL PRODUCTS ARE NOT DESIGNED NOR INTENDED FOR ANY APPLICATION IN WHICH THE FAILURE OF THE INTEL PRODUCT COULD CREATE A SITUATION WHERE PERSONAL INJURY OR DEATH MAY OCCUR. A "Mission Critical Application" is any application in which failure of the Intel Product could result, directly or indirectly, in personal injury or death. SHOULD YOU PURCHASE OR USE INTEL'S PRODUCTS FOR ANY SUCH MISSION CRITICAL APPLICATION, YOU SHALL INDEMNIFY AND HOLD INTEL AND ITS SUBSIDIARIES, SUBCONTRACTORS AND AFFILIATES, AND THE DIRECTORS, OFFICERS, AND EMPLOYEES OF EACH, HARMLESS AGAINST ALL CLAIMS COSTS, DAMAGES, AND EXPENSES AND REASONABLE ATTORNEYS' FEES ARISING OUT OF, DIRECTLY OR INDIRECTLY, ANY CLAIM OF PRODUCT LIABILITY, PERSONAL INJURY, OR DEATH ARISING IN ANY WAY OUT OF SUCH MISSION CRITICAL APPLICATION, WHETHER OR NOT INTEL OR ITS SUBCONTRACTOR WAS NEGLIGENT IN THE DESIGN, MANUFACTURE, OR WARNING OF THE INTEL PRODUCT OR ANY OF ITS PARTS. -
Exploiting Choice: Instruction Fetch and Issue on an Implementable Simultaneous Multithreading Processor
Exploiting Choice: Instruction Fetch and Issue on an Implementable Simultaneous Multithreading Processor ¡ Dean M. Tullsen , Susan J. Eggers , Joel S. Emer , Henry M. Levy , ¡ Jack L. Lo , and Rebecca L. Stamm ¡ Dept of Computer Science and Engineering Digital Equipment Corporation University of Washington HLO2-3/J3 Box 352350 77 Reed Road Seattle, WA 98195-2350 Hudson, MA 01749 Abstract an SMT processor to achieve signi®cantly higher throughput than either a wide superscalar or a multithreaded processor. That paper Simultaneous multithreading is a technique that permits multiple also demonstrated the advantages of simultaneous multithreading independent threads to issue multiple instructions each cycle. In over multiple processors on a single chip, due to SMT's ability to previous work we demonstrated the performance potential of si- dynamically assign execution resources where needed each cycle. multaneous multithreading, based on a somewhat idealized model. Those results showed SMT's potential based on a somewhat ide- In this paper we show that the throughput gains from simultaneous alized model. This paper extends that work in four signi®cant ways. multithreading can be achieved without extensive changes to a con- First, we demonstrate that the throughput gains of simultaneous mul- ventional wide-issue superscalar, either in hardware structures or tithreading are possible without extensive changesto a conventional, sizes. We present an architecture for simultaneous multithreading wide-issue superscalar processor. We propose an architecture that that achieves three goals: (1) it minimizes the architectural impact is more comprehensive, realistic, and heavily leveraged off existing on the conventional superscalar design, (2) it has minimal perfor- superscalar technology. -
Lecture #2 "Computer Systems Big Picture"
18-600 Foundations of Computer Systems Lecture 2: “Computer Systems: The Big Picture” John P. Shen & Gregory Kesden 18-600 August 30, 2017 CS: AAP CS: APP ➢ Recommended Reference: ❖ Chapters 1 and 2 of Shen and Lipasti (SnL). ➢ Other Relevant References: ❖ “A Detailed Analysis of Contemporary ARM and x86 Architectures” by Emily Blem, Jaikrishnan Menon, and Karthikeyan Sankaralingam . (2013) ❖ “Amdahl’s and Gustafson’s Laws Revisited” by Andrzej Karbowski. (2008) 8/30/2017 (©J.P. Shen) 18-600 Lecture #2 1 18-600 Foundations of Computer Systems Lecture 2: “Computer Systems: The Big Picture” 1. Instruction Set Architecture (ISA) a. Hardware / Software Interface (HSI) b. Dynamic / Static Interface (DSI) c. Instruction Set Architecture Design & Examples 2. Historical Perspective on Computing a. Major Epochs of Modern Computers b. Computer Performance Iron Law (#1) 3. “Economics” of Computer Systems a. Amdahl’s Law and Gustafson’s Law b. Moore’s Law and Bell’s Law 8/30/2017 (©J.P. Shen) 18-600 Lecture #2 2 Anatomy of Engineering Design SPECIFICATION: Behavioral description of “What does it do?” Synthesis: Search for possible solutions; pick best one. Creative process IMPLEMENTATION: Structural description of “How is it constructed?” Analysis: Validate if the design meets the specification. “Does it do the right thing?” + “How well does it perform?” 8/30/2017 (©J.P. Shen) 18-600 Lecture #2 3 [Gerrit Blaauw & Fred Brooks, 1981] Instruction Set Processor Design ARCHITECTURE: (ISA) programmer/compiler view = SPECIFICATION • Functional programming model to application/system programmers • Opcodes, addressing modes, architected registers, IEEE floating point IMPLEMENTATION: (μarchitecture) processor designer view • Logical structure or organization that performs the ISA specification • Pipelining, functional units, caches, physical registers, buses, branch predictors REALIZATION: (Chip) chip/system designer view • Physical structure that embodies the implementation • Gates, cells, transistors, wires, dies, packaging 8/30/2017 (©J.P. -
Pentium® III Processor Implementation Tradeoffs
PentiumÒ III Processor Implementation Tradeoffs Jagannath Keshava and Vladimir Pentkovski: Microprocessor Products Group, Intel Corp. sense that the same sequence of operations can be ABSTRACT applied concurrently to multiple data elements. The This paper discusses the implementation tradeoffs of the Internet SSE allows us to express this parallelism explicitly, PentiumÒ III processor. The Pentium III processor but the hardware needs to be able to translate the implements a new extension of the IA-32 instruction set parallelism into higher performance. The P6 superscalar called the Internet Streaming Single-Instruction, Multiple- out-of-order microarchitecture is capable of utilizing Data (SIMD) Extensions (Internet SSE). The processor is explicit as well as extracted implicit parallelism. However, based on the PentiumÒ Pro processor microarchitecture. hardware that supports higher computation throughput improves the performance of these algorithms. The The initial development goals for the Pentium III processor development of such hardware and increasing its were to balance performance, cost, and frequency. utilization were key tasks in the development of the Descriptions of some of the key aspects of the SIMD Pentium III processor. Second, in order to feed the parallel Floating Point (FP) architecture and of the memory computations with data, the system needs to supply high streaming architecture are given. The utilization and memory bandwidth and hide memory latency. effectiveness of these architectures in decoupling memory accesses from computation, in the context of balancing the The implementation section of this paper contains details 3D pipe, are discussed. Implementation choices in some of some of the techniques we used to provide enhanced of the key areas are described. -
5 Microprocessors
Color profile: Disabled Composite Default screen BaseTech / Mike Meyers’ CompTIA A+ Guide to Managing and Troubleshooting PCs / Mike Meyers / 380-8 / Chapter 5 5 Microprocessors “MEGAHERTZ: This is a really, really big hertz.” —DAVE BARRY In this chapter, you will learn or all practical purposes, the terms microprocessor and central processing how to Funit (CPU) mean the same thing: it’s that big chip inside your computer ■ Identify the core components of a that many people often describe as the brain of the system. You know that CPU CPU makers name their microprocessors in a fashion similar to the automobile ■ Describe the relationship of CPUs and memory industry: CPU names get a make and a model, such as Intel Core i7 or AMD ■ Explain the varieties of modern Phenom II X4. But what’s happening inside the CPU to make it able to do the CPUs amazing things asked of it every time you step up to the keyboard? ■ Install and upgrade CPUs 124 P:\010Comp\BaseTech\380-8\ch05.vp Friday, December 18, 2009 4:59:24 PM Color profile: Disabled Composite Default screen BaseTech / Mike Meyers’ CompTIA A+ Guide to Managing and Troubleshooting PCs / Mike Meyers / 380-8 / Chapter 5 Historical/Conceptual ■ CPU Core Components Although the computer might seem to act quite intelligently, comparing the CPU to a human brain hugely overstates its capabilities. A CPU functions more like a very powerful calculator than like a brain—but, oh, what a cal- culator! Today’s CPUs add, subtract, multiply, divide, and move billions of numbers per second.