Quality-aware Scheduling for Key-value Data Stores / / by Chen Xu, Aoying Zhou |
Autore | Xu Chen |
Edizione | [1st ed. 2015.] |
Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2015 |
Descrizione fisica | 1 online resource (102 p.) |
Disciplina | 005.7565 |
Collana | SpringerBriefs in Computer Science |
Soggetto topico |
Database management
Application software Operating systems (Computers) Database Management Information Systems Applications (incl. Internet) Operating Systems |
ISBN | 3-662-47306-2 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto |
Preface; Acknowledgments; Contents; 1 Introduction; 1.1 Application Scenarios; 1.2 The Research Significance and Challenges; 1.3 Implementation Framework; 1.4 Overview of the Book; References; 2 Literature and Research Review; 2.1 Metrics for Quality-Aware Scheduling; 2.1.1 QoS Metrics; 2.1.2 QoD Metrics; 2.2 Quality-Aware Scheduling in Data Management System; 2.2.1 Quality-Aware Scheduling in RTDBMS; 2.2.2 Quality-Aware Scheduling in DSMS; 2.2.3 Quality-Aware Scheduling in RDBMS; 2.2.4 Quality-Aware Scheduling in Key-Value Stores; 2.3 Summary; References; 3 Problem Overview
3.1 Background Knowledge3.1.1 Data Organization; 3.1.2 Data Replication and Consistency; 3.1.3 User Queries; 3.1.4 System Updates: State-Transfer Versus Operation-Transfer; 3.2 Problem Statement; 3.2.1 QoS Penalty; 3.2.2 QoD Penalty; 3.2.3 Combined Penalty; 3.3 Summary; References; 4 Scheduling for State-Transfer Updates; 4.1 On-Demand (OD) Mechanism; 4.1.1 WSJF-OD; 4.2 Hybrid On-Demand (HOD) Mechanism; 4.2.1 WSJF-HOD; 4.3 Freshness/Tardiness (FIT) Mechanism; 4.3.1 WSJF-FIT; 4.4 Adaptive Freshness/Tardiness (AFIT) Mechanism; 4.4.1 Query Routing; 4.4.2 Query Selection; 4.4.3 WSJF-AFIT 4.5 Popularity-Aware Mechanism4.5.1 Populairty-Aware WSJF-OD; 4.5.2 Populairty-Aware WSJF-HOD; 4.5.3 Popularity-Aware WSJF-FIT; 4.5.4 Popularity-Aware WSJF-AFIT; 4.6 Experimental Study; 4.6.1 Baseline Policies; 4.6.2 Parameter Setting; 4.6.3 Impact of Query Arrival Rate; 4.6.4 Impact of Update Cost; 4.6.5 Impact of Different QoS and QoD Preferences; 4.6.6 Impact of Popularity; 4.7 Summary; References; 5 Scheduling for Operation-Transfer Updates; 5.1 Hybrid On-Demand (HOD) Mechanism; 5.1.1 WSJF-HOD; 5.2 Freshness/Tardiness (FIT) Mechanism; 5.2.1 WSJF-FIT; 5.3 Popularity-Aware Mechanism 5.3.1 Popularity-Aware WSJF-HOD5.3.2 Popularity-Aware WSJF-FIT; 5.4 Experimental Study; 5.4.1 Parameter Setting; 5.4.2 Impact of Update Arrival Rate; 5.4.3 Impact of Popularity and Approximation; 5.5 Summary; References; 6 AQUAS: A Quality-Aware Scheduler; 6.1 System Overview; 6.1.1 System Goals; 6.1.2 System Design; 6.2 System Performance; 6.2.1 Benchmark; 6.2.2 Evaluation Result; 6.3 A Demonstration on MicroBlogging Application; 6.3.1 Timeline Queries in AQUAS; 6.3.2 A Case Study; 6.4 Summary; References; 7 Conclusion and Future Work; 7.1 Conclusion; 7.2 Future Work; References |
Record Nr. | UNINA-9910299240803321 |
Xu Chen | ||
Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2015 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
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Web-Age Information Management [[electronic resource] ] : First International Conference, WAIM 2000 Shanghai, China, June 21-23, 2000 Proceedings / / edited by Hongjun Lu, Aoying Zhou |
Edizione | [1st ed. 2000.] |
Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2000 |
Descrizione fisica | 1 online resource (XIII, 464 p.) |
Disciplina | 005.758 |
Collana | Lecture Notes in Computer Science |
Soggetto topico |
Data structures (Computer science)
Computer science Database management Information storage and retrieval Application software Artificial intelligence Data Structures and Information Theory Popular Computer Science Database Management Information Storage and Retrieval Information Systems Applications (incl. Internet) Artificial Intelligence |
ISBN | 3-540-45151-X |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Invited Talks -- Visual Data Mining for Business Intelligence Applications -- Parallel Data Mining on Large Scale PC Cluster -- XML: DTD and Queries -- XML Query Languages in Practice: An Evaluation -- A Two-Level Method for Clustering DTDs1 -- XML Queries via SQL -- Inferring DTD to Facilitate User-Oriented XML Documents Query -- O-O: Modeling and Implementation -- An Object Oriented Multidimensional Data Model for OLAP -- Applying Object-Oriented Conceptual Modeling Techniques to the Design of Multidimensional Databases and OLAP Applications -- An Optimal Locking Scheme in Object-Oriented Database Systems -- Association Rules: Mining and Application -- An Efficient Distributed Algorithm for Computing Association Rules -- Mining Association Rules with Negative Items Using Interest Measure -- Probabilistic Approach to Association Rules in Incomplete Databases -- Discovering Sequential Patterns from Non-uniform Databases -- An Effective Approach to Mining Exception Class Association Rules1 -- Enterprise Information Systems and E-Commerce -- Integrated Data Management and Enterprise Models -- A Virtual Private Network for Virtual Enterprise Information Systems -- Adaptive Online Retail Web Site Based on Hidden Markov Model -- A Protocol for Untraceable Electronic Cash -- The Web: Document Management and Retrieval -- Materializing Web Data for OLAP and DSS -- Hierarchically Classifying Chinese Web Documents without Dictionary Support and Segmentation Procedure1 -- Web Clustering and Association Rule Discovery for Web Broadcast -- A Non-Euclidean Model for Web Retrieval -- Advanced Replacement Policies for WWW Caching -- Spatial and Temporal Databases -- Extending Rectangle Join Algorithms for Rectilinear Polygons -- HMT: Modeling Temporal Aspects in Hypermedia Applications -- Hana Tree: A Dynamic and Robust Access Method for Spatial Data Handling -- MADGIS: A New Architecture for Distributed GIS under Internet Environment -- Data Warehousing -- Global View Maintenance by Using Inference Relationship among Views -- Maintaining Materialized Views for Data Warehouses with Multiple Remote Sources -- Using Loglinear Models to Compress Datacubes -- Materialized View Selection in a Data Warehouse -- Information Retrieval -- ExSight: Highly Accurate Object Based Image Retrieval System Enhanced by Redundant Object Extraction -- Applying Anaphora Resolution to Question Answering and Information Retrieval Systems -- MB+tree: A Dynamically Updatable Metric Index for Similarity Search -- An Information Store and Retrieval Facility on CORBA -- Retrieving Content Directly from Antique Book Images -- Semi-Structured Data -- Schema Based Data Storage and Query Optimization for Semi-structured Data1 -- Automatic Wrapper Generation for Web Search Engines -- Multi-level Schema Extraction for Heterogeneous Semi-structured Data -- Agent, Rough Set and Learning -- Rough Set Based WebCT Learning -- MultiAgent Systems for Coalition Support -- A Fast Globally Supervised Learning Algorithm for Gaussian Mixture Models -- Optimizing Classifiers by Genetic Algorithm. |
Record Nr. | UNISA-996465872203316 |
Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2000 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. di Salerno | ||
|
Web-Age Information Management : First International Conference, WAIM 2000 Shanghai, China, June 21-23, 2000 Proceedings / / edited by Hongjun Lu, Aoying Zhou |
Edizione | [1st ed. 2000.] |
Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2000 |
Descrizione fisica | 1 online resource (XIII, 464 p.) |
Disciplina | 005.758 |
Collana | Lecture Notes in Computer Science |
Soggetto topico |
Data structures (Computer science)
Computer science Database management Information storage and retrieval Application software Artificial intelligence Data Structures and Information Theory Popular Computer Science Database Management Information Storage and Retrieval Information Systems Applications (incl. Internet) Artificial Intelligence |
ISBN | 3-540-45151-X |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Invited Talks -- Visual Data Mining for Business Intelligence Applications -- Parallel Data Mining on Large Scale PC Cluster -- XML: DTD and Queries -- XML Query Languages in Practice: An Evaluation -- A Two-Level Method for Clustering DTDs1 -- XML Queries via SQL -- Inferring DTD to Facilitate User-Oriented XML Documents Query -- O-O: Modeling and Implementation -- An Object Oriented Multidimensional Data Model for OLAP -- Applying Object-Oriented Conceptual Modeling Techniques to the Design of Multidimensional Databases and OLAP Applications -- An Optimal Locking Scheme in Object-Oriented Database Systems -- Association Rules: Mining and Application -- An Efficient Distributed Algorithm for Computing Association Rules -- Mining Association Rules with Negative Items Using Interest Measure -- Probabilistic Approach to Association Rules in Incomplete Databases -- Discovering Sequential Patterns from Non-uniform Databases -- An Effective Approach to Mining Exception Class Association Rules1 -- Enterprise Information Systems and E-Commerce -- Integrated Data Management and Enterprise Models -- A Virtual Private Network for Virtual Enterprise Information Systems -- Adaptive Online Retail Web Site Based on Hidden Markov Model -- A Protocol for Untraceable Electronic Cash -- The Web: Document Management and Retrieval -- Materializing Web Data for OLAP and DSS -- Hierarchically Classifying Chinese Web Documents without Dictionary Support and Segmentation Procedure1 -- Web Clustering and Association Rule Discovery for Web Broadcast -- A Non-Euclidean Model for Web Retrieval -- Advanced Replacement Policies for WWW Caching -- Spatial and Temporal Databases -- Extending Rectangle Join Algorithms for Rectilinear Polygons -- HMT: Modeling Temporal Aspects in Hypermedia Applications -- Hana Tree: A Dynamic and Robust Access Method for Spatial Data Handling -- MADGIS: A New Architecture for Distributed GIS under Internet Environment -- Data Warehousing -- Global View Maintenance by Using Inference Relationship among Views -- Maintaining Materialized Views for Data Warehouses with Multiple Remote Sources -- Using Loglinear Models to Compress Datacubes -- Materialized View Selection in a Data Warehouse -- Information Retrieval -- ExSight: Highly Accurate Object Based Image Retrieval System Enhanced by Redundant Object Extraction -- Applying Anaphora Resolution to Question Answering and Information Retrieval Systems -- MB+tree: A Dynamically Updatable Metric Index for Similarity Search -- An Information Store and Retrieval Facility on CORBA -- Retrieving Content Directly from Antique Book Images -- Semi-Structured Data -- Schema Based Data Storage and Query Optimization for Semi-structured Data1 -- Automatic Wrapper Generation for Web Search Engines -- Multi-level Schema Extraction for Heterogeneous Semi-structured Data -- Agent, Rough Set and Learning -- Rough Set Based WebCT Learning -- MultiAgent Systems for Coalition Support -- A Fast Globally Supervised Learning Algorithm for Gaussian Mixture Models -- Optimizing Classifiers by Genetic Algorithm. |
Record Nr. | UNINA-9910767553203321 |
Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2000 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|