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Data warehousing and analytics : fueling the data engine / / David Taniar and Wenny Rahayu
| Data warehousing and analytics : fueling the data engine / / David Taniar and Wenny Rahayu |
| Autore | Taniar David |
| Pubbl/distr/stampa | Cham, Switzerland : , : Springer, , [2022] |
| Descrizione fisica | 1 online resource (642 pages) |
| Disciplina | 005.745 |
| Collana | Data-Centric Systems and Applications |
| Soggetto topico |
Quantitative research
Data warehousing |
| ISBN | 3-030-81979-5 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNISA-996464383603316 |
Taniar David
|
||
| Cham, Switzerland : , : Springer, , [2022] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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Data warehousing and analytics : fueling the data engine / / David Taniar and Wenny Rahayu
| Data warehousing and analytics : fueling the data engine / / David Taniar and Wenny Rahayu |
| Autore | Taniar David |
| Pubbl/distr/stampa | Cham, Switzerland : , : Springer, , [2022] |
| Descrizione fisica | 1 online resource (642 pages) |
| Disciplina | 005.745 |
| Collana | Data-Centric Systems and Applications |
| Soggetto topico |
Quantitative research
Data warehousing |
| ISBN | 3-030-81979-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910544870603321 |
|
Taniar David
|
||
| Cham, Switzerland : , : Springer, , [2022] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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High-performance parallel database processing and grid databases [[electronic resource] /] / David Taniar, Clement H.C. Leung, Wenny Rahayu, Sushant Goel
| High-performance parallel database processing and grid databases [[electronic resource] /] / David Taniar, Clement H.C. Leung, Wenny Rahayu, Sushant Goel |
| Autore | Taniar David |
| Pubbl/distr/stampa | Hoboken, NJ, : J. Wiley, c2008 |
| Descrizione fisica | 1 online resource (574 p.) |
| Disciplina | 004.35 |
| Altri autori (Persone) |
LeungClement H. C
RahayuJohanna Wenny GoelSushant |
| Collana | Wiley Series on Parallel and Distributed Computing |
| Soggetto topico |
High performance computing
Parallel processing (Electronic computers) Computational grids (Computer systems) |
| ISBN |
1-281-83125-5
9786611831257 0-470-39136-7 0-470-39135-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
High-Performance Parallel Database Processing and Grid Databases; Contents; Preface; Part I Introduction; 1. Introduction; 1.1. A Brief Overview: Parallel Databases and Grid Databases; 1.2. Parallel Query Processing: Motivations; 1.3. Parallel Query Processing: Objectives; 1.3.1. Speed Up; 1.3.2. Scale Up; 1.3.3. Parallel Obstacles; 1.4. Forms of Parallelism; 1.4.1. Interquery Parallelism; 1.4.2. Intraquery Parallelism; 1.4.3. Intraoperation Parallelism; 1.4.4. Interoperation Parallelism; 1.4.5. Mixed Parallelism-A More Practical Solution; 1.5. Parallel Database Architectures
1.5.1. Shared-Memory and Shared-Disk Architectures1.5.2. Shared-Nothing Architecture; 1.5.3. Shared-Something Architecture; 1.5.4. Interconnection Networks; 1.6. Grid Database Architecture; 1.7. Structure of this Book; 1.8. Summary; 1.9. Bibliographical Notes; 1.10. Exercises; 2. Analytical Models; 2.1. Cost Models; 2.2. Cost Notations; 2.2.1. Data Parameters; 2.2.2. Systems Parameters; 2.2.3. Query Parameters; 2.2.4. Time Unit Costs; 2.2.5. Communication Costs; 2.3. Skew Model; 2.4. Basic Operations in Parallel Databases; 2.4.1. Disk Operations; 2.4.2. Main Memory Operations 2.4.3. Data Computation and Data Distribution2.5. Summary; 2.6. Bibliographical Notes; 2.7. Exercises; Part II Basic Query Parallelism; 3. Parallel Search; 3.1. Search Queries; 3.1.1. Exact-Match Search; 3.1.2. Range Search Query; 3.1.3. Multiattribute Search Query; 3.2. Data Partitioning; 3.2.1. Basic Data Partitioning; 3.2.2. Complex Data Partitioning; 3.3. Search Algorithms; 3.3.1. Serial Search Algorithms; 3.3.2. Parallel Search Algorithms; 3.4. Summary; 3.5. Bibliographical Notes; 3.6. Exercises; 4. Parallel Sort and GroupBy; 4.1. Sorting, Duplicate Removal, and Aggregate Queries 4.1.1. Sorting and Duplicate Removal4.1.2. Scalar Aggregate; 4.1.3. GroupBy; 4.2. Serial External Sorting Method; 4.3. Algorithms for Parallel External Sort; 4.3.1. Parallel Merge-All Sort; 4.3.2. Parallel Binary-Merge Sort; 4.3.3. Parallel Redistribution Binary-Merge Sort; 4.3.4. Parallel Redistribution Merge-All Sort; 4.3.5. Parallel Partitioned Sort; 4.4. Parallel Algorithms for GroupBy Queries; 4.4.1. Traditional Methods (Merge-All and Hierarchical Merging); 4.4.2. Two-Phase Method; 4.4.3. Redistribution Method; 4.5. Cost Models for Parallel Sort 4.5.1. Cost Models for Serial External Merge-Sort4.5.2. Cost Models for Parallel Merge-All Sort; 4.5.3. Cost Models for Parallel Binary-Merge Sort; 4.5.4. Cost Models for Parallel Redistribution Binary-Merge Sort; 4.5.5. Cost Models for Parallel Redistribution Merge-All Sort; 4.5.6. Cost Models for Parallel Partitioned Sort; 4.6. Cost Models for Parallel GroupBy; 4.6.1. Cost Models for Parallel Two-Phase Method; 4.6.2. Cost Models for Parallel Redistribution Method; 4.7. Summary; 4.8. Bibliographical Notes; 4.9. Exercises; 5. Parallel Join; 5.1. Join Operations; 5.2. Serial Join Algorithms 5.2.1. Nested-Loop Join Algorithm |
| Record Nr. | UNINA-9910144120603321 |
|
Taniar David
|
||
| Hoboken, NJ, : J. Wiley, c2008 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
High-performance parallel database processing and grid databases / / David Taniar, Clement H.C. Leung, Wenny Rahayu, Sushant Goel
| High-performance parallel database processing and grid databases / / David Taniar, Clement H.C. Leung, Wenny Rahayu, Sushant Goel |
| Autore | Taniar David |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | Hoboken, NJ, : J. Wiley, c2008 |
| Descrizione fisica | 1 online resource (574 p.) |
| Disciplina | 004.35 |
| Altri autori (Persone) |
LeungClement H. C
RahayuJohanna Wenny GoelSushant |
| Collana | Wiley Series on Parallel and Distributed Computing |
| Soggetto topico |
High performance computing
Parallel processing (Electronic computers) Computational grids (Computer systems) |
| ISBN |
1-281-83125-5
9786611831257 0-470-39136-7 0-470-39135-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
High-Performance Parallel Database Processing and Grid Databases; Contents; Preface; Part I Introduction; 1. Introduction; 1.1. A Brief Overview: Parallel Databases and Grid Databases; 1.2. Parallel Query Processing: Motivations; 1.3. Parallel Query Processing: Objectives; 1.3.1. Speed Up; 1.3.2. Scale Up; 1.3.3. Parallel Obstacles; 1.4. Forms of Parallelism; 1.4.1. Interquery Parallelism; 1.4.2. Intraquery Parallelism; 1.4.3. Intraoperation Parallelism; 1.4.4. Interoperation Parallelism; 1.4.5. Mixed Parallelism-A More Practical Solution; 1.5. Parallel Database Architectures
1.5.1. Shared-Memory and Shared-Disk Architectures1.5.2. Shared-Nothing Architecture; 1.5.3. Shared-Something Architecture; 1.5.4. Interconnection Networks; 1.6. Grid Database Architecture; 1.7. Structure of this Book; 1.8. Summary; 1.9. Bibliographical Notes; 1.10. Exercises; 2. Analytical Models; 2.1. Cost Models; 2.2. Cost Notations; 2.2.1. Data Parameters; 2.2.2. Systems Parameters; 2.2.3. Query Parameters; 2.2.4. Time Unit Costs; 2.2.5. Communication Costs; 2.3. Skew Model; 2.4. Basic Operations in Parallel Databases; 2.4.1. Disk Operations; 2.4.2. Main Memory Operations 2.4.3. Data Computation and Data Distribution2.5. Summary; 2.6. Bibliographical Notes; 2.7. Exercises; Part II Basic Query Parallelism; 3. Parallel Search; 3.1. Search Queries; 3.1.1. Exact-Match Search; 3.1.2. Range Search Query; 3.1.3. Multiattribute Search Query; 3.2. Data Partitioning; 3.2.1. Basic Data Partitioning; 3.2.2. Complex Data Partitioning; 3.3. Search Algorithms; 3.3.1. Serial Search Algorithms; 3.3.2. Parallel Search Algorithms; 3.4. Summary; 3.5. Bibliographical Notes; 3.6. Exercises; 4. Parallel Sort and GroupBy; 4.1. Sorting, Duplicate Removal, and Aggregate Queries 4.1.1. Sorting and Duplicate Removal4.1.2. Scalar Aggregate; 4.1.3. GroupBy; 4.2. Serial External Sorting Method; 4.3. Algorithms for Parallel External Sort; 4.3.1. Parallel Merge-All Sort; 4.3.2. Parallel Binary-Merge Sort; 4.3.3. Parallel Redistribution Binary-Merge Sort; 4.3.4. Parallel Redistribution Merge-All Sort; 4.3.5. Parallel Partitioned Sort; 4.4. Parallel Algorithms for GroupBy Queries; 4.4.1. Traditional Methods (Merge-All and Hierarchical Merging); 4.4.2. Two-Phase Method; 4.4.3. Redistribution Method; 4.5. Cost Models for Parallel Sort 4.5.1. Cost Models for Serial External Merge-Sort4.5.2. Cost Models for Parallel Merge-All Sort; 4.5.3. Cost Models for Parallel Binary-Merge Sort; 4.5.4. Cost Models for Parallel Redistribution Binary-Merge Sort; 4.5.5. Cost Models for Parallel Redistribution Merge-All Sort; 4.5.6. Cost Models for Parallel Partitioned Sort; 4.6. Cost Models for Parallel GroupBy; 4.6.1. Cost Models for Parallel Two-Phase Method; 4.6.2. Cost Models for Parallel Redistribution Method; 4.7. Summary; 4.8. Bibliographical Notes; 4.9. Exercises; 5. Parallel Join; 5.1. Join Operations; 5.2. Serial Join Algorithms 5.2.1. Nested-Loop Join Algorithm |
| Record Nr. | UNINA-9910819467403321 |
|
Taniar David
|
||
| Hoboken, NJ, : J. Wiley, c2008 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||