Dataflow architecture for machine control

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1. Verfasser: Łent, Bogdan (VerfasserIn)
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Sprache:English
Veröffentlicht: Taunton u.a. Research Studies Pr. u.a. 1989
Schriftenreihe:Industrial control, computers and communications series 3
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adam_text DATAFLOW ARCHITECTURE FOR MACHINE CONTROL BOGDAN LENT ASCOM AUTELCA AG, BERN, SWITZERLAND RESEARCH STUDIES PRESS LTD. TAUNTON, SOMERSET, ENGLAND JOHN WILEY & SONS INC. NEW YORK * CHICHESTER * TORONTO * BRISBANE * SINGAPORE TABLE OF CONTENTS XV TABLE OF CONTENTS 1 INTRODUCTION I 2 DEFINITIONS AND TAXONOMY OF COMPUTER ARCHITECTURES FOR MACHINE EMBEDDED CONTROL SYSTEMS 7 2.1 2.2 2.3 2.4 2.5 2.5.1 2.5.2 2.5.3 2.5.4 2.5.5 2.5.5.1 2.5.5.2 2.5.6 2.5.7 2.6 CONTROL SYSTEM EMBEDDED CONTROL SYSTEM MACHINE EMBEDDED CONTROL SYSTEM COMPUTER ARCHITECTURE FOR A MACHINE EMBEDDED CONTROL SYSTEM TAXONOMY OF DIFFERENT COMPUTER ARCHITECTURES FLYNN TAXONOMY ANDERSON TAXONOMY HAENDLER ECS TAXONOMY GILOI TAXONOMY EXTENSIONS AND REFINEMENT OF GILOI S TAXONOMY CLASSIFICATION OF THE COMMUNICATION STRUCTURES CONTROL STRUCTURE EXTENSION AND REFINEMENT RISC/CISC TAXONOMY OTHER TAXONOMIES OF SPECIFICALLY DATAFLOW ARCHITECTURES CONCLUSIONS OF CHAPTER 2 7 8 10 13 14 14 15 17 1) 21 21 45 *17 48 *IS XVI TABLE OF CONTENTS 3 COMPUTER ARCHITECTURES DEPLOYED IN MACHINE EMBEDDED CONTROL SYSTEMS 49 3.1 HARDWARE STRUCTURES 50 3.1.1 COMMUNICATION STRUCTURE 50 3.1.2 PROCESSING ELEMENT (PE) STRUCTURES 52 3.1.2.1 DATA AND INSTRUCTION PATH ORGANIZATION 53 3.1.2.1.1 VON NEUMANN-TYPE STRUCTURES 53 3.1.2.1.2 HARVARD STRUCTURE 55 3.1.2.2 FUNCTIONAL COMPLEXITY 55 3.1.2.2.1 SPECIALIZED SIMPLE ALU PES 55 3.1.2.2.2 MULTIFUNCTIONAL ALU PE 56 3.2 OPERATIONAL PRINCIPLE 58 3.2.1 SET OF OPERATIONS 58 3.2.1.1 CISC 58 3.2.1.2 RISC 59 3.2.2 EXECUTION CONTROL 60 3.2.2.1 CONTROL FLOW 60 3.2.2.1.1 SEQUENTIAL (VON NEUMANN) CONTROL FLOW 60 3.2.2.1.2 PARALLEL (MULTI-THREAD) EXECUTION 62 3.2.2.1.3 MULTIFLOW EXECUTION 63 3.2.2.2 DATAFLOW DRIVEN EXECUTION 65 3.2.2.2.1 STATIC DATAFLOW DRIVEN EXECUTION 66 3.2.2.2.2 DYNAMIC DATAFLOW DRIVEN EXECUTION 67 3.2.2.3 PROCESS LEVEL DATAFLOW DRIVEN EXECUTION 69 3.2.2.4 DEMAND-DRIVEN (REDUCTION) EXECUTION 71 4 PERFORMANCE ANALYSIS OF COMPUTER ARCHITECTURES DEPLOYED IN MACHINE EMBEDDED CONTROL SYSTEMS 73 4.1 EVALUATION CRITERION 74 4.2 MODELLING APPROXIMATIONS AND ASSUMPTIONS 75 4.3 QUEUEING MODEL OF CONTROL FLOW DRIVEN ARCHITECTURES 76 4.4 QUEUEING MODEL OF DATAFLOW DRIVEN ARCHITECTURES 79 4.4.1 MEAN WAITING TIME SPENT IN A MATCHING SECTION 80 4.4.2 MEAN TIME SPENT IN A WAITING QUEUE 82 4.5 EVALUATION OF THE RESULTS 86 TABLE OF CONTENTS XVII 5 COMPUTER OPERATION IN TERMS OF TOKENS 91 5.1 TOKENS AND OPERATIONS 91 5.1.1 TYPES OF TOKENS 91 5.1.2 BASIC ACTIONS CONCERNING TOKENS 95 5.1.3 THE OPERATIONS 95 5.2 VANISHING AND REPLICATION OF TOKENS 98 5.2.1 SINGLE-ENTRY-SINGLE-EXIT OPERATIONS 98 5.2.2 MULTIPLE-ENTRY-SINGLE-EXIT OPERATIONS 99 5.2.3 SINGLE-ENTRY-MULTIPLE-EXIT OPERATIONS 101 5.2.4 MULTIPLE-ENTRY-MULTIPLE-EXIT OPERATIONS 103 5.3 REQUIREMENTS TO BE FULFILLED BY AN EMBEDDED CONTROL SYSTEM 104 5.3.1 GLOBAL INVARIANCE CRITERION 104 5.3.1.1 INTRODUCTION AND DEFINITION 104 5.3.1.2 DESIGN METHODS THAT SATISFY THE GLOBAL INVARIANCE CRITERION 105 5.3.1.2.1 METHODS BASED ON THE SATISFACTION OF THE SERIALIZATION PRINCIPLE AND DETERMINISTIC SEQUENTIAL PROOF 105 5.3.1.2.2 METHODS BASED ON DIJKSTRA CALCULUS FOR THE PROGRAM DERIVATION 106 5.3.1.2.3 METHODS BASED ON HOARE S TRACE THEORY 107 5.3.1.2.4 SYSTEMS VERIFIED WITH REM S TRACE THEORY 107 5.3.2 LIVENESS AND LIVELOCK FREE SYSTEMS 108 5.3.3 DEADLOCK FREE OPERATION 109 5.3.4 DETERMINISTIC OPERATION 111 5.3.4.1 BASIC PROBLEM OF NONDETERMINISM 111 5.3.4.2 SOURCES OF POTENTIAL NONDETERMINISM IN COMPUTER ARCHITECTURE 114 6 OPERATIONAL PRINCIPLES FOR OR TOKENS 117 6.1 OR TOKENS IN CONTROL AND DATAFLOW 118 6.1.1 OR AND XOR RELATION BETWEEN THE OUTPUT TOKENS , 118 6.1.2 OR INPUT TOKEN RELATION 121 6.1.2.1 OR INPUT TOKENS IN CONTROL FLOW DRIVEN ARCHITECTURES 121 6.1.2.2 OR INPUT TOKEN IN DATAFLOW ARCHITECTURES 123 6.2 OR DATAFLOW ON THE PROCESS LEVEL 127 6.2.1 AN OVERVIEW 127 6.2.2 INTERNAL PROCESS EXECUTION TRIGGER 128 XV111 TABLE OF CONTENTS 6.2.3 RELATION BETWEEN THE OUTPUT TOKENS 129 6.2.4 FEASIBILITY OF OPERATION 130 6.2.4.1 DESCRIPTION OF A SELECTED EXAMPLE 130 6.2.4.2 EXAMPLE OF DATAFLOW IMPLEMENTATION - VERSION 1 132 6.2.4.3 EXAMPLE OF DATAFLOW IMPLEMENTATION - VERSION 2 132 6.2.4.4 EXAMPLE OF DATAFLOW IMPLEMENTATION - VERSION 3 134 6.2.4.5 EXAMPLE OF DATAFLOW IMPLEMENTATION-VERSION 4 135 6.3 METHODS OF INCREASING THE EFFICIENCY OF OR DATAFLOW ARCHITECTURES 136 6.3.1 OUTPUT TOKENS REDUCTION MECHANISM 136 6.3.2 LAZY EVALUATION AND CANCELLATION OF COMPUTATIONS 138 6.3.3 BOUNDED PROPAGATION OF TOKENS ALONG DATA PATHS 140 6.4 OR DATAFLOW ARCHITECTURE OPERATIONAL PRINCIPLE 141 6.4.1 PROCESS CHARACTERISTICS 141 6.4.2 IDENTIFICATION OF THE ACTIVITIES OF AN OR PROCESS LEVEL DATAFLOW COMPUTER 143 6.4.2.1 INPUT DATA IDENTIFICATION 143 6.4.2.2 PROCESS ASSIGNMENT 144 6.4.2.3 ROUTER 145 6.4.2.4 LINKER AND EXECUTION 146 6.4.2.5 OUTPUT SETTING 146 6.4.3 CONCURRENCY OF ACTIVITIES 147 6.4.3.1 THEORETICALLY FEASIBLE CONCURRENCY 147 6.4.3.2 EFFECTIVE CONCURRENCY 150 6.4.3.2.1 INPUT_TOKEN AND INCOMING I-RES_TOKEN 150 6.4.3.2.2 IN_DATA_TOKEN 150 6.4.3.2.3 PROCESSJTOKEN 151 6.4.3.2.4 EXECUTOR_TOKEN 151 6.4.3.2.5 LOCAL_TOKEN 151 6.4.3.2.6 OUT_DATA_TOKEN 152 6.4.3.2.7 OUTPUT_TOKEN AND OUTGOING I-RES_TOKEN 152 6.4.4 EXECUTION EXAMPLES 154 6.4.4.1 TOKEN CONVERSION DURING EXECUTION CAUSED BY . VERSION 3 154 6.4.4.2 TOKEN CONVERSION DURING EXECUTION CAUSED BY AXIS INPUT DATA YL IN DATAFLOW VERSION 3 156 6.4.4.3 TOKEN CONVERSION DURING EXECUTION CAUSED BY MODE CHANGE IN DATAFLOW VERSION 4 157 TABLE OF CONTENTS I 7 HARDWARE STRUCTURE SUPPORTING THE OR DATAFLOW OPERATIONAL PRINCIPLE 159 7.1 COMMUNICATION STRUCTURE 160 7.1.1 COMMUNICATION STRUCTURE ALTERNATIVES 160 7.1.1.1 DEDICATED COMMUNICATION STRUCTURE 160 7.1.1.2 BUS COMMUNICATION 161 7.1.1.3 MULTIPLE BUS 162 7.1.1.4 CUBE AND **PERCUBE 164 7.1.2 DISTRIBUTED VERSUS CENTRALIZED ASSIGNMENT AND ROUTING 166 7.1.3 DETAILED EVALUATION OF BUS BASED COMMUNICATION STRUCTURES 166 7.1.3.1 MODELLING APPROXIMATIONS AND ASSUMPTIONS 167 7.1.3.2 QUEUEING MODEL OF A SINGLE BUS BASED CLUSTER 171 7.1.3.3 QUEUEING MODEL OF A MULTIPLE BUS CLUSTER 175 7.1.3.4 VALIDATION OF THE THEORETICAL RESULTS BY AN ANALYSIS OF THE EXECUTION TIMES IN COMPARABLE CONVENTIONAL MACHINE CONTROL SYSTEMS 178 7.1.3.4.1 EXAMPLE OF A WELDING ROBOT SLAVE 2 EXECUTING UNIT 178 7.1.3.4.2 EXAMPLE OF A CONVENTIONAL GRINDING MACHINE EMBEDDED CONTROL SYSTEM 181 7.1.4 THE SELECTED COMMUNICATION STRUCTURE 184 7.1.4.1 MAIN COMPONENTS OF THE STRUCTURE 184 7.1.4.2 DISTRIBUTOR/COLLECTOR DESIGNS 185 7.1.4.3 DISTRIBUTOR-COLLECTOR COMMUNICATION 187 7.1.4.4 INPUT MODULES 189 7.1.4.5 HUMAN OPERATOR INTERFACE 189 7.2 PROCESSING ELEMENT STRUCTURE 191 7.2.1 BASIC COMPONENTS 191 7.2.2 COMMUNICATION COMPONENTS 192 7.2.2.1 DISTRIBUTOR - PE INTERFACE 192 7.2.2.2 PE - COLLECTOR INTERFACE 193 7.2.2.3 HIGH RATE SERIAL INTERFACE (HUMAN OPERATOR INTERFACE) 194 7.3 CLOSING REMARKS 196 XX TABLE OF CONTENTS 8 OR DATAFLOW OPERATING SYSTEM 197 8.1 FUNCTIONS OF THE DATAFLOW OPERATING SYSTEM 198 8.2 PROCESS AND DATA MANAGEMENT IN DATAFLOW OPERATING SYSTEMS 200 8.2.1 PROCESS AND DATAFLOW MANAGEMENT 201 8.2.2 MEMORY MANAGEMENT IN DATAFLOW ARCHITECTURES 203 8.2.3 HANDLING OF STRUCTURES IN DATAFLOW ARCHITECTURES 204 8.2.3.1 SUBDIVISION INTO SMALLER ENTITIES 205 8.2.3.2 MACRO-ACTORS 205 8.2.3.3 TOKEN RELABELLING 206 8.2.3.4 STRUCTURE HANDLING DEDICATED OPERATORS 206 8.2.3.5 STRUCTURE DEDICATED PE SERVER 207 8.3 OBJECT IDENTIFICATION 208 8.3.1 NOTATION CONVENTION 208 8.3.2 INPUT DATA IDENTIFICATION AND PROCESS ASSIGNMENT OBJECTS 209 8.3.3 ROUTER OBJECTS 212 8.3.4 LINKER OBJECTS 214 8.3.5 EXECUTOR OBJECTS 217 8.3.6 RESULTS COLLECTOR OBJECTS 217 8.4 OPERATING SYSTEM SOFTWARE 221 8.4.1 EXECUTIONAL ASSUMPTIONS 221 8.4.2 FIRST VERSION OF THE OPERATING SYSTEM SOFTWARE 223 8.4.3 FEASIBLE PERFORMANCE IMPROVEMENTS IN THE FIRST VERSION OF THE OPERATING SYSTEM SOFTWARE 225 8.5 COMPLIANCE WITH THE REQUIREMENTS FOR THE EMBEDDED CONTROL SYSTEM S COMPUTER OPERATION 228 8.5.1 DEADLOCK 228 8.5.2 LIVENESS AND LIVELOCK FREE OPERATION 229 8.5.3 DETERMINISTIC OPERATION 230 8.5.4 RELIABILITY 232 8.5.4.1 ARCHITECTURAL PROVISIONS FOR GRACEFUL DEGRADATION 232 8.5.4.2 FUNCTIONAL SOFTWARE PROVISIONS FOR GRACEFUL DEGRADATION 233 8.6 DEBUGGING AND MAINTENANCE 234 TABLE OF CONTENTS ** PROGRAMMABILITY 235 9.1 9.1.1 9.1.2 9.1.2.1 9.1.2.2 9.1.2.3 9.2 9.2.1 9.2.2 9.2.3 9.3 9.3.1 9.3.2 9.3.2.1 9.3.2.2 PROGRAMMING LANGUAGE PROCEDURAL LANGUAGES DECLARATIVE LANGUAGES DATAFLOW LANGUAGES FUNCTIONAL LANGUAGES LOGICAL LANGUAGES PROGRAMMING STYLE SINGLE ASSIGNMENT FUNCTIONAL PROGRAMMING GRAPH BASED DATAFLOW PROGRAMMING PROGRAMMING STYLE AND LANGUAGE SELECTED FOR OR DATAFLOW ARCHITECTURE PROGRAMMING STYLE PROGRAMMING LANGUAGE GENERAL CONSIDERATIONS AN EXAMPLE 235 236 237 238 240 243 245 245 246 249 250 251 252 252 253 10 MACHINE CONTROL SYSTEM BASED ON OR DATAFLOW COMPUTER ARCHITECTURE 255 10.1 CONTROL SYSTEM IDENTIFICATION 255 10.2 ENVIRONMENT 256 10.3 PROCESS 259 10.3.1 FUNCTIONAL SPECIFICATION 259 10.3.2 ACTUATORS AND CONTROL PARAMETERS 261 10.4 OR DATAFLOW CONTROL COMPUTER 262 10.4.1 HARDWARE CONFIGURATION 262 10.4.2 OPERATING SYSTEM SOFTWARE 264 10.4.3 CONTROL SOFTWARE 268 10.4.3.1 INPUT PROCESSES 270 10.4.3.2 ALGORITHM PROCESSES 271 10.4.3.3 OUTPUT PROCESSES 273 XXII TABLE OF CONTENTS 10.5 OPERATOR INTERFACE 274 10.6 VERIFICATION OF THE CONTROL SYSTEM PERFORMANCE 275 10.6.1 EXECUTION TIMES OF THE OR DATAFLOW CONTROL SYSTEM 275 10.6.2 COMPARISON WITH THE CONVENTIONAL CONTROL FLOW DRIVEN SYSTEM 277 10.7 TEST EVALUATION 279 10.7.1 TEST CRITERIA 279 10.7.2 TEST BED 280 10.7.3 RESULTS 281 10.7.3.1 CONE GRINDING 281 10.7.3.2 THE GROUND SURFACE QUALITY FACTOR 281 10.7.3.3 ROUNDNESS OF A CYLINDRICALLY GROUND SURFACE 282 10.7.3.4 SURFACE STRAIGHTNESS ALONG THE XZ COORDINATES 284 11 CONCLUSIONS 287 REFERENCES 293 INDEX 309
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publishDate 1989
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publisher Research Studies Pr. u.a.
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series Industrial control, computers and communications series
series2 Industrial control, computers and communications series
spellingShingle Łent, Bogdan
Dataflow architecture for machine control
Industrial control, computers and communications series
Computer architecture
Embedded computer systems
Machine-tools Automatic control
title Dataflow architecture for machine control
title_auth Dataflow architecture for machine control
title_exact_search Dataflow architecture for machine control
title_full Dataflow architecture for machine control
title_fullStr Dataflow architecture for machine control
title_full_unstemmed Dataflow architecture for machine control
title_short Dataflow architecture for machine control
title_sort dataflow architecture for machine control
topic Computer architecture
Embedded computer systems
Machine-tools Automatic control
topic_facet Computer architecture
Embedded computer systems
Machine-tools Automatic control
url http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=002594502&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
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work_keys_str_mv AT łentbogdan dataflowarchitectureformachinecontrol