Database system concepts:
Saved in:
| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
New York, NY
McGraw-Hill Education
[2020]
|
| Edition: | Seventh edition, [this international student edition is for use outside of the U.S.] |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | xxviii, 1344 Seiten Illustrationen, Diagramme |
| ISBN: | 9781260084504 |
Staff View
MARC
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Contents Chapter 1 1.1 1.2 1.3 1.4 1.5 1.6 Introduction PART ONE Chapter 2 2.1 2.2 2.3 2.4 2.5 ■ Database and Application Architecture 21 Database Users and Administrators 24 History of Database Systems 25 Summary 29 Exercises 31 Further Reading 33 RELATIONAL LANGUAGES Introduction to the Relational Model Structure of Relational Databases Database Schema 41 Keys 43 Schema Diagrams 46 Relational Query Languages 47 Chapter 3 3.1 3.2 3.3 3.4 3.5 3.6 1.7 1.8 1.9 1.10 Database-System Applications 1 Purpose of Database Systems 5 View of Data 8 Database Languages 13 Database Design 17 Database Engine 18 37 2.6 The Relational Algebra 2.7 Summary 58 Exercises 60 Further Reading 63 48 Introduction to SQL Overview of the SQL Query Language SQL Data Definition 66 Basic Structure of SQL Queries 71 Additional Basic Operations 79 Set Operations 85 Null Values 89 65 3.7 3.8 3.9 3.10 Aggregate Functions 91 Nested Subqueries 98 Modification of the Database Summary 114 Exercises 115 Further Reading 124 108 vii
Contents Chapter 4 4.1 4.2 4.3 4.4 4.5 Intermediate SQL Join Expressions 125 Views 137 Transactions 143 Integrity Constraints 145 SQL Data Types and Schemas Chapter 5 4.6 Index Definition in SQL 4.7 Authorization 165 4.8 Summary 173 Exercises 176 Further Reading 180 153 Advanced SQL 5.1 Accessing SQL from a Programming Language 183 5.2 Functions and Procedures 198 5.3 Triggers 206 5.4 Recursive Queries 213 PART TWO Chapter 6 ■ 5.5 Advanced Aggregation Features 5.6 Summary 231 Exercises 232 Further Reading 238 219 DATABASEDESIGN Database Design Using the E-R Model 6.1 6.2 6.3 6.4 6.5 6.6 Overview of the Design Process 241 The Entity-Relationship Model 244 Complex Attributes 249 Mapping Cardinalities 252 Primary Key 256 Removing Redundant Attributes in Entity Sets 261 6.7 Reducing E-R Diagrams to Relational Schemas 264 Chapter 7 164 6.8 Extended E-R Features 271 6.9 Entity-Relationship Design Issues 279 6.10 Alternative Notations for Modeling Data 285 6.11 Other Aspects of Database Design 291 6.12 Summary 292 Exercises 294 Further Reading 300 Relational Database Design 7.1 Features of Good Relational Designs 303 7.2 Decomposition Using Functional Dependencies 308 7.3 Normal Forms 313 7.4 Functional-Dependency Theory 320 7.5 Algorithms for Decomposition Using Functional Dependencies 330 7.6 Decomposition Using Multivalued Dependencies 336 7.7 More Normal Forms 341 7.8 Atomic Domains and First Normal Form 342 ' 7.9 Database-Design Process 343 7.10 Modeling Temporal Data 347 7.11 Summary 351 , Exercises ,353 Further Reading 360
Contents PART THREE ■ DEVELOPMENT Chapter 8 8.1 8.2 8.3 8.4 APPLICATION DESIGN AND Complex Data Types Semi-structured Data 365 Object Orientation 376 Textual Data 382 Spatial Data 387 Chapter 9 8.5 Summary 394 Exercises 397 Further Reading Application Development 9.1 Application Programs and User Interfaces 403 9.2 Web Fundamentals 405 9.3 Servlets 411 9.4 Alternative Server-Side Frameworks 416 9.5 Client-Side Code and Web Services 421 9.6 Application Architectures 429 PART FOUR Chapter 10 10.1 10.2 10.3 10.4 11.1 11.2 11.3 11.4 ■ 9.7 9.8 9.9 9.10 Application Performance 434 Application Security 437 Encryption and Its Applications Summary 453 Exercises 455 Further Reading 462 BIG DATA ANALYTICS Big Data Motivation 467 Big Data Storage Systems 472 The MapReduce Paradigm 483 Beyond MapReduce: Algebraic Operations 494 Chapter 11 401 10.5 Streaming Data 500 10.6 Graph Databases 508 10.7 Summary 511 Exercises 513 Further Reading 516 Data Analytics Overview of Analytics 519 DataWarehousing 521 Online Analytical Processing Data Mining 540 527 11.5 Summary 550 Exercises 552 Further Reading 555 447 ix
Contents PART FIVE INDEXING Chapter 12 12.1 12.2 12.3 12.4 12.5 Physical Storage Systems 559 12.6 Disk-Block Access 577 12.7 Summary 580 Exercises· 582 Further Reading 584 Data Storage Structures Database Storage Architecture 587 File Organization 588 Organization of Records in Files 595 Data-Dictionary Storage 602 Database Buffer 604 Column-Oriented Storage 611 Chapter 14 14.1 14.2 14.3 14.4 14.5 14.6 14.7 STORAGE MANAGEMENT AND Overview of Physical Storage Media Storage Interfaces 562 Magnetic Disks 563 Flash Memory 567 RAID 570 Chapter 13 13.1 13.2 13.3 13.4 13.5 13.6 ■ 13.7 Storage Organization in Main-Memory Databases 615 13.8 Summary 617 Exercises 619 . , Further Reading 621 ; Indexing Basic Concepts 623 Ordered Indices 625 B+-Tree Index Files 634 B+-Tree Extensions 650 Hash Indices 658 Multiple-Key Access 661 Creation of Indices 664 14.8 14.9 14.10 14.11 Write-Optimized Index Structures 665 Bitmap Indices 670 Indexing of Spatial and Temporal Data 672 Summary 677 Exercises 679 Further Reading 683 PART SIX ■ QUERY PROCESSING AND OPTIMIZATION Chapter 15 15.1 15.2 15.3 15.4 15.5 15.6 Query Processing Overview 689 Measures of Query Cost 692 Selection Operation 695 Sorting 701 Join Operation 704 Other Operations 719 15.7 Evaluation of Expressions 724 15.8 Query Processing in Memory 731 15.9 Summary 734 Exercises 736 Further Reading 740
Contents Chapter 16 Query Optimization 16.1 Overview 743 16.2 Transformation of Relational Expressions 747 16.3 Estimating Statistics of Expression Results 757 16.4 Choice of Evaluation Plans 766 PART SEVEN Chapter 17 17.1 17.2 17.3 17.4 17.5 17.6 17.7 ■ TRANSACTION MANAGEMENT Transactions Transaction Concept 799 A Simple Transaction Model 801 Storage Structure 804 Transaction Atomicity and Durability 805 Transaction Isolation 807 Serializability 812 Transaction Isolation and Atomicity 819 Chapter 18 Lock-Based Protocols 835 Deadlock Handling 849 Multiple Granularity 853 Insert Operations, Delete Operations, and Predicate Reads 857 18.5 Timestamp-Based Protocols 861 18.6 Validation-Based Protocols 866 18.7 Multiversion Schemes 869 19.1 19.2 19.3 19.4 19.5 19.6 17.8 17.9 17.10 17.11 Transaction Isolation Levels 821 Implementation of Isolation Levels 823 Transactions as SQL Statements 826 Summary 828 Exercises 831 Further Reading 834 Concurrency Control 18.1 18.2 18.3 18.4 Chapter 19 16.5 Materialized Views 778 16.6 Advanced Topics in Query Optimization 783 16.7 Summary 787 Exercises 789 Further Reading 794 18.8 Snapshot Isolation 872 18.9 Weak Levels of Consistency in Practice 880 18.10 Advanced Topics in Concurrency Control 883 18.11 Summary 894 Exercises 899 Further Reading 904 Recovery System Failure Classification 907 Storage 908 Recovery and Atomicity 912 Recovery Algorithm 922 Buffer Management 926 Failure with Loss of Non-Volatile Storage 930 19.7 High Availability Using Remote Backup Systems 931 19.8 Early Lock Release and Logical Undo Operations 935 19.9 ARIES 941
19.10 Recovery in Main-Memory Databases 947 19.11 Summary 948 Exercises 952 Further Reading 956 xi
xii Contents PART EIGHT DATABASES Chapter 20 20.1 20.2 20.3 20.4 20.5 Database-System Architectures 1007 21.6 Distributed File Systems 21.7 Parallel Key-Value Stores 21.8 Summary 1032 Exercises 1033 Further Reading 1036 1019 1023 Parallel and Distributed Query Processing Overview 1039 Parallel Sort 1041 Parallel Join 1043 Other Operations 1048 Parallel Evaluation of Query Plans 1052 Query Processing on Shared-Memory Architectures 1061 Chapter 23 20.6 Transaction Processing in Parallel and Distributed Systems 989 20.7 Cloud-Based Services 990 20.8 Summary 995 Exercises 998 Further Reading 1001 Parallel and Distributed Storage Overview 1003 Data Partitioning 1004 Dealing with Skew in Partitioning Replication 1013 Parallel Indexing 1017 Chapter 22 22.1 22.2 22.3 22.4 22.5 22.6 PARALLEL AND DISTRIBUTED Overview 961 ; Centralized Database Systems 962 Server System Architectures 963 Parallel Systems 970 Distributed Systems 986 Chapter 21 21.1 21.2 21.3 21.4 21.5 ■ 22.7 Query Optimization for Parallel Execution 1064 22.8 Parallel Processing of Streaming Data 22.9 Distributed Query Processing 1076 22.10 Summary 1086 Exercises 1089 Further Reading 1093 1070 Parallel and Distributed Transaction Processing 23.1 Distributed Transactions 1098 23.2 Commit Protocols 1100 23.3 Concurrency Control in Distributed Databases 1111 23.4 Replication 1121 23.5 Extended Concurrency Control Protocols 1129 23.6 Replication with Weak Degrees of Consistency 1133 'i '՛ 23.7 Coordinator Selection 1146 23.8 Consensus in Distributed Systems 23.9 Summary 1162 Exercises 1165 Further Reading 1168 1150
Contents PART NINE Chapter 24 ■ ADVANCED TOPICS Advanced Indexing Techniques 24.1 Bloom Filter 1175 24.2 Log-Structured Merge Tree and Variants 1176 24.3 Bitmap Indices 1182 24.4 Indexing of Spatial Data 1186 Chapter 25 Advanced Application Development 25.1 Performance Tuning 1210 25.2 Performance Benchmarks 1230 25.3 Other Issues in Application Development 1234 25.4 Standardization 1237 Chapter 26 PART TEN Index 25.5 Distributed Directory Systems 25.6 Summary 1243 Exercises 1245 Further Reading 1248 1240 Blockchain Databases 26.1 Overview 1252 26.2 Blockchain Properties 1254 26.3 Achieving Blockchain Properties via Cryptographic Hash Functions 1259 26.4 Consensus 1263 26.5 Data Management in a Blockchain 1267 Appendix A 24.5 Hash Indices 1190 24.6 Summary 1203 Exercises 1205 Further Reading 1206 ■ 26.6 26.7 26.8 26.9 Smart Contracts 1269 Performance Enhancement 1274 Emerging Applications 1276 Summary 1279 Exercises 1280 Further Reading 1282 APPENDIX A Detailed University Schema 1287 1299 PART ELEVEN ■ ONLINE CHAPTERS Chapter 27 Formai Relational Query Languages Chapter 28 Advanced Relational Database Design Chapter 29 Object-Based Databases Chapter 30 XML Chapter 31 Information Retrieval Chapter 32 PostgreSQL xiii |
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| spelling | Silberschatz, Abraham Verfasser (DE-588)142924857 aut Database system concepts Abraham Silberschatz, Yale University, Henry F. Korth, Lehigh University, S. Sudarshan, Indian Institute of Technology, Bombay Seventh edition, [this international student edition is for use outside of the U.S.] New York, NY McGraw-Hill Education [2020] xxviii, 1344 Seiten Illustrationen, Diagramme txt rdacontent n rdamedia nc rdacarrier Datenbankverwaltung (DE-588)4389357-0 gnd rswk-swf Datenbanksystem (DE-588)4113276-2 gnd rswk-swf (DE-588)4123623-3 Lehrbuch gnd-content Datenbankverwaltung (DE-588)4389357-0 s Datenbanksystem (DE-588)4113276-2 s DE-604 Korth, Henry F. Sonstige (DE-588)1205741038 oth Sudarshan, S. Sonstige (DE-588)1205741232 oth Digitalisierung UB Passau - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=030824468&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
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| title | Database system concepts |
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| title_full | Database system concepts Abraham Silberschatz, Yale University, Henry F. Korth, Lehigh University, S. Sudarshan, Indian Institute of Technology, Bombay |
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| title_full_unstemmed | Database system concepts Abraham Silberschatz, Yale University, Henry F. Korth, Lehigh University, S. Sudarshan, Indian Institute of Technology, Bombay |
| title_short | Database system concepts |
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