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Feedback Control of Computing Systems. (Record no. 42419)

000 -LEADER
fixed length control field	10298nam a22005653i 4500
001 - CONTROL NUMBER
control field	EBC214288
003 - CONTROL NUMBER IDENTIFIER
control field	MiAaPQ
005 - DATE AND TIME OF LATEST TRANSACTION
control field	20181121144242.0
006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS--GENERAL INFORMATION
fixed length control field	m o d \|
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
fixed length control field	cr cnu\|\|\|\|\|\|\|\|
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field	181113s2004 xx o \|\|\|\|0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number	9780471668817
--	(electronic bk.)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
Cancelled/invalid ISBN	9780471266372
035 ## - SYSTEM CONTROL NUMBER
System control number	(MiAaPQ)EBC214288
035 ## - SYSTEM CONTROL NUMBER
System control number	(Au-PeEL)EBL214288
035 ## - SYSTEM CONTROL NUMBER
System control number	(CaPaEBR)ebr10114136
035 ## - SYSTEM CONTROL NUMBER
System control number	(CaONFJC)MIL34602
035 ## - SYSTEM CONTROL NUMBER
System control number	(OCoLC)56717662
040 ## - CATALOGING SOURCE
Original cataloging agency	MiAaPQ
Language of cataloging	eng
Description conventions	rda
--	pn
Transcribing agency	MiAaPQ
Modifying agency	MiAaPQ
050 #4 - LIBRARY OF CONGRESS CALL NUMBER
Classification number	TJ216.F44 2004
082 0# - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number	629.83
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name	Hellerstein, Joseph L.
245 10 - TITLE STATEMENT
Title	Feedback Control of Computing Systems.
250 ## - EDITION STATEMENT
Edition statement	1st ed.
264 #1 - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc	Hoboken :
Name of publisher, distributor, etc	John Wiley & Sons, Incorporated,
Date of publication, distribution, etc	2004.
264 #4 - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Date of publication, distribution, etc	©2004.
300 ## - PHYSICAL DESCRIPTION
Extent	1 online resource (451 pages)
336 ## - CONTENT TYPE
Content type term	text
Content type code	txt
Source	rdacontent
337 ## - MEDIA TYPE
Media type term	computer
Media type code	c
Source	rdamedia
338 ## - CARRIER TYPE
Carrier type term	online resource
Carrier type code	cr
Source	rdacarrier
490 1# - SERIES STATEMENT
Series statement	Wiley - IEEE Ser.
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note	Intro -- Feedback Control of Computing Systems -- Contents -- PREFACE -- PART I BACKGROUND -- 1 Introduction and Overview -- 1.1 The Nature of Feedback Control -- 1.2 Control Objectives -- 1.3 Properties of Feedback Control Systems -- 1.4 Open-Loop versus Closed-Loop Control -- 1.5 Summary of Applications of Control Theory to Computing Systems -- 1.6 Computer Examples of Feedback Control Systems -- 1.6.1 IBM Lotus Domino Server -- 1.6.2 Queueing Systems -- 1.6.3 Apache HTTP Server -- 1.6.4 Random Early Detection of Router Overloads -- 1.6.5 Load Balancing -- 1.6.6 Streaming Media -- 1.6.7 Caching with Differentiated Service -- 1.7 Challenges in Applying Control Theory to Computing Systems -- 1.8 Summary -- 1.9 Exercises -- PART II SYSTEM MODELING -- 2 Model Construction -- 2.1 Basics of Queueing Theory -- 2.2 Modeling Dynamic Behavior -- 2.2.1 Model Variables -- 2.2.2 Signals -- 2.2.3 Linear, Time-Invariant Difference Equations -- 2.2.4 Nonlinearities -- 2.3 First-Principles Models -- 2.4 Black-Box Models -- 2.4.1 Model Scope -- 2.4.2 Experimental Design -- 2.4.3 Parameter Estimation -- 2.4.4 Model Evaluation -- 2.5 Summary -- 2.6 Extended Examples -- 2.6.1 IBM Lotus Domino Server -- 2.6.2 Apache HTTP Server -- 2.6.3 M/M/1/K Comparisons -- *2.7 Parameter Estimation Using MATLAB -- 2.8 Exercises -- 3 Z-Transforms and Transfer Functions -- 3.1 Z-Transform Basics -- 3.1.1 Z-Transform Definition -- 3.1.2 Z-Transforms of Common Signals -- 3.1.3 Properties of Z-Transforms -- 3.1.4 Inverse Z-Transforms -- 3.1.5 Using Z-Transforms to Solve Difference Equations -- 3.2 Characteristics Inferred from Z-Transforms -- 3.2.1 Review of Complex Variables -- 3.2.2 Poles and Zeros of a Z-Transform -- 3.2.3 Steady-State Analysis -- 3.2.4 Time Domain versus Z-Domain -- 3.3 Transfer Functions -- 3.3.1 Stability -- 3.3.2 Steady-State Gain -- 3.3.3 System Order.
505 8# - FORMATTED CONTENTS NOTE
Formatted contents note	3.3.4 Dominant Poles and Model Simplification -- 3.3.5 Simulating Transfer Functions -- 3.4 Summary -- 3.5 Extended Examples -- 3.5.1 M/M/1/K from System Identification -- 3.5.2 IBM Lotus Domino Server: Sensor Delay -- 3.5.3 Apache HTTP Server: Combining Control Inputs -- 3.6 Z-Transforms and MATLAB -- 3.7 Exercises -- 4 System Modeling with Block Diagrams -- 4.1 Block Diagrams Basics -- 4.2 Transforming Block Diagrams -- 4.2.1 Special Aggregations of Blocks -- 4.3 Transfer Functions for Control Analysis -- 4.4 Block Diagram Restructuring -- 4.5 Summary -- 4.6 Extended Examples -- 4.6.1 IBM Lotus Domino Server -- 4.6.2 Apache HTTP Server with Control Loops -- 4.6.3 Streaming -- 4.7 Composing Transfer Functions in MATLAB -- 4.8 Exercises -- 5 First-Order Systems -- 5.1 First-Order Model -- 5.2 System Response -- 5.2.1 Steady-State and Transient Responses -- 5.2.2 Input Signal Model -- 5.2.3 Time-Domain Solution -- 5.3 Initial Condition Response -- 5.4 Impulse Response -- 5.5 Step Response -- 5.5.1 Numerical Example -- 5.5.2 Time-Domain Solution -- 5.5.3 Steady-State Response -- 5.5.4 Transient Response -- 5.6 Transient Response to Other Signals -- 5.6.1 Ramp Response -- 5.6.2 Frequency Response -- 5.7 Effect of Stochastics -- 5.8 Summary -- 5.9 Extended Examples -- 5.9.1 Estimating Operating Region of the Apache HTTP Server -- 5.9.2 IBM Lotus Domino Server with a Disturbance -- 5.9.3 Feedback Control of the IBM Lotus Domino Server -- *5.10 Analyzing Transient Response with MATLAB -- 5.11 Exercises -- 6 Higher-Order Systems -- 6.1 Motivation and Definitions -- 6.2 Real Poles -- 6.2.1 Initial Condition Response -- 6.2.2 Impulse Response -- 6.2.3 Step Response -- 6.2.4 Other Signals -- 6.2.5 Effect of Zeros -- 6.3 Complex Poles -- 6.3.1 Second-Order System -- 6.3.2 Impulse Response -- 6.3.3 Step Response -- 6.4 Summary -- 6.5 Extended Examples.
505 8# - FORMATTED CONTENTS NOTE
Formatted contents note	6.5.1 Apache HTTP Server with a Filter -- 6.5.2 Apache HTTP Server with a Filter and Controller -- 6.5.3 IBM Lotus Domino Server with a Filter and Controller -- 6.5.4 M/M/1/K with a Filter and Controller -- 6.6 Analyzing Transient Response with MATLAB -- 6.7 Exercises -- 7 State-Space Models -- 7.1 State Variables -- 7.2 State-Space Models -- 7.3 Solving Difference Equations in State Space -- 7.4 Converting Between Transfer Function Models and State-Space Models -- 7.5 Analysis of State-Space Models -- 7.5.1 Stability Analysis of State-Space Models -- 7.5.2 Steady-State Analysis of State-Space Models -- 7.5.3 Transient Analysis of State-Space Models -- 7.6 Special Considerations in State-Space Models -- 7.6.1 Equivalence of State Variables -- 7.6.2 Controllability -- 7.6.3 Observability -- 7.7 Summary -- 7.8 Extended Examples -- 7.8.1 MIMO System Identification of the Apache HTTP Server -- 7.8.2 State-Space Model of the IBM Lotus Domino Server with Sensor Delay -- 7.9 Constructing State-Space Models in MATLAB -- 7.10 Exercises -- PART III CONTROL ANALYSIS AND DESIGN -- 8 Proportional Control -- 8.1 Control Laws and Controller Operation -- 8.2 Desirable Properties of Controllers -- 8.3 Framework for Analyzing Proportional Control -- 8.3.1 Closed-Loop Transfer Functions -- 8.3.2 Stability -- 8.3.3 Accuracy -- 8.3.4 Settling Time -- 8.3.5 Maximum Overshoot -- 8.4 P-Control: Robustness, Delays, and Filters -- 8.4.1 First-Order Target System -- 8.4.2 Measurement Delay -- 8.4.3 Moving-Average Filter -- 8.5 Design of Proportional Controllers -- 8.6 Summary -- 8.7 Extended Examples -- 8.7.1 IBM Lotus Domino Server with a Moving-Average Filter -- 8.7.2 Apache with Precompensation -- 8.7.3 Apache with Disturbance Rejection -- 8.7.4 Effect of Operating Region on M/M/1/K Control -- *8.8 Designing P-Controllers in MATLAB -- 8.9 Exercises -- 9 PID Controllers.
505 8# - FORMATTED CONTENTS NOTE
Formatted contents note	9.1 Integral Control -- 9.1.1 Steady-State Error with Integral Control -- 9.1.2 Transient Response with Integral Control -- 9.2 Proportional-Integral Control -- 9.2.1 Steady-State Error with PI Control -- 9.2.2 PI Control Design by Pole Placement -- 9.2.3 PI Control Design Using Root Locus -- 9.2.4 PI Control Design Using Empirical Methods -- 9.3 Proportional-Derivative Control -- 9.4 PID Control -- 9.5 Summary -- 9.6 Extended Examples -- 9.6.1 PI Control of the Apache HTTP Server Using Empirical Methods -- 9.6.2 Designing a PI Controller for the Apache HTTP Server Using Pole Placement Design -- 9.6.3 IBM Lotus Domino Server with a Sensor Delay -- 9.6.4 Caching with Feedback Control -- 9.7 Designing PI Controllers in MATLAB -- 9.8 Exercises -- 10 State-Space Feedback Control -- 10.1 State-Space Analysis -- 10.2 State Feedback Control Systems -- 10.2.1 Static State Feedback -- 10.2.2 Precompensated Static State Feedback -- 10.2.3 Dynamic State Feedback -- 10.2.4 Comparison of Control Architectures -- 10.3 Design Techniques -- 10.3.1 Pole Placement Design -- 10.3.2 LQR Optimal Control Design -- 10.4 Summary -- 10.5 Extended Examples -- 10.5.1 MIMO Control of the Apache HTTP Server -- 10.5.2 Effect of the LQR Design Parameters in a Dynamic State Feedback System -- 10.6 Designing State-Space Controllers Using MATLAB -- 10.7 Exercises -- 11 Advanced Topics -- 11.1 Motivating Example -- 11.2 Gain Scheduling -- 11.3 Self-Tuning Regulators -- 11.4 Minimum-Variance Control -- 11.5 Fluid Flow Analysis -- 11.6 Fuzzy Control -- 11.7 Summary -- 11.8 Exercises -- APPENDIX A MATHEMATICAL NOTATION -- APPENDIX B ACRONYMS -- APPENDIX C KEY RESULTS -- C.1 Modeling -- C.1.1 Dominant Pole Approximation -- C.1.2 Closed-Loop Transfer Functions -- C.2 Analysis -- C.2.1 Stability -- C.2.2 Settling Time -- C.2.3 Maximum Overshoot -- C.2.4 Steady-State Gain.
505 8# - FORMATTED CONTENTS NOTE
Formatted contents note	C.3 Controller Design -- C.3.1 Control Laws -- C.3.2 Pole Placement Design -- C.3.3 LQR Design -- APPENDIX D ESSENTIALS OF LINEAR ALGEBRA -- D.1 Matrix Inverse, Singularity -- D.2 Matrix Minor, Determinant, and Adjoint -- D.3 Vector Spaces -- D.4 Matrix Rank -- D.5 Eigenvalues -- APPENDIX E MATLAB BASICS -- E.1 Variables and Values -- E.1.1 Vectors -- E.1.2 Matrices -- E.2 Functions -- E.3 Plotting -- E.4 M-files -- E.5 Summary of MATLAB Functions and Commands -- REFERENCES -- INDEX.
520 ## - SUMMARY, ETC.
Summary, etc	JOSEPH L. HELLERSTEIN, YIXIN DIAO, and SUJAY PAREKH are researchers at the IBM Thomas J. Watson Research Center in Hawthorne, New York. They are also adjunct professors at Columbia University, where they are using this book to teach a class on feedback control to computer science students. DAWN M. TILBURY is Associate Professor of Mechanical Engineering at the University of Michigan.
588 ## - SOURCE OF DESCRIPTION NOTE
Source of description note	Description based on publisher supplied metadata and other sources.
590 ## - LOCAL NOTE (RLIN)
Local note	Electronic reproduction. Ann Arbor, Michigan : ProQuest Ebook Central, 2018. Available via World Wide Web. Access may be limited to ProQuest Ebook Central affiliated libraries.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element	Control theory.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element	Electronic data processing.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element	Feedback control systems.
655 #4 - INDEX TERM--GENRE/FORM
Genre/form data or focus term	Electronic books.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name	Diao, Yixin.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name	Parekh, Sujay.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name	Tilbury, Dawn M.
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Display text	Print version:
Main entry heading	Hellerstein, Joseph L.
Title	Feedback Control of Computing Systems
Place, publisher, and date of publication	Hoboken : John Wiley & Sons, Incorporated,c2004
International Standard Book Number	9780471266372
797 2# - LOCAL ADDED ENTRY--CORPORATE NAME (RLIN)
Corporate name or jurisdiction name as entry element	ProQuest (Firm)
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE
Uniform title	Wiley - IEEE Ser.
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier	<a href="https://ebookcentral.proquest.com/lib/buse-ebooks/detail.action?docID=214288">https://ebookcentral.proquest.com/lib/buse-ebooks/detail.action?docID=214288</a>
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