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Big Data Infrastructure Technologies for Data Analytics : Scaling Data Science Applications for Continuous Growth / / by Yuri Demchenko, Juan J. Cuadrado-Gallego, Oleg Chertov, Marharyta Aleksandrova
| Big Data Infrastructure Technologies for Data Analytics : Scaling Data Science Applications for Continuous Growth / / by Yuri Demchenko, Juan J. Cuadrado-Gallego, Oleg Chertov, Marharyta Aleksandrova |
| Autore | Demchenko Yuri |
| Edizione | [1st ed. 2024.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024 |
| Descrizione fisica | 1 online resource (553 pages) |
| Disciplina | 005.7 |
| Altri autori (Persone) |
Cuadrado-GallegoJuan J
ChertovOleg AleksandrovaMarharyta |
| Soggetto topico |
Artificial intelligence - Data processing
Quantitative research Software engineering Artificial intelligence Application software Data Science Data Analysis and Big Data Software Engineering Artificial Intelligence Computer and Information Systems Applications |
| ISBN | 3-031-69366-3 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Chapter 1 Introduction. - Chapter 2 Big Data Technologies Foundation: Definition, Reference Architecture, use cases. - Chapter 3 Cloud Computing Foundation: Definition, Reference Architecture, Foundational Technologies, Use cases. - Chapter 4 Cloud and Big Data Service Providers and Platforms. - Chapter 5 Big Data Algorithms, MapReduce and Hadoop ecosystem -- Chapter 6 Streaming Analytics and Spark -- Chapter 7 Data Structures for Big Data, Modern Big Data SQL and NoSQL Databases.-Chapter 8 Enterprise Data Governance and Management -- Chapter 9 Research Data Management -- Chapter 10 Big Data Security and Compliance, Data Privacy Protection -- Chapter 11 Finding Data on the Web, Data sets, Web Scraping, Web API -- Chapter 12 Data Science Projects Management,DataOps, MLOPs -- Chapter13 Data Science Projects Development with Amazon SageMaker -- Chapter 14 Data Validation for Data Science Projects. |
| Record Nr. | UNINA-9910899895203321 |
Demchenko Yuri
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| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Software Process and Product Measurement [[electronic resource] ] : International Conferences IWSM 2009 and Mensura 2009 Amsterdam, The Netherlands, November 4-6, 2009. Proceedings / / edited by Alain Abran, René Braungarten, Reiner R. Dumke, Juan J. Cuadrado-Gallego, Jacob Brunekreef
| Software Process and Product Measurement [[electronic resource] ] : International Conferences IWSM 2009 and Mensura 2009 Amsterdam, The Netherlands, November 4-6, 2009. Proceedings / / edited by Alain Abran, René Braungarten, Reiner R. Dumke, Juan J. Cuadrado-Gallego, Jacob Brunekreef |
| Edizione | [1st ed. 2009.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2009 |
| Descrizione fisica | 1 online resource (XIII, 347 p.) |
| Disciplina | 004n/a |
| Collana | Programming and Software Engineering |
| Soggetto topico |
Software engineering
Computers Architecture, Computer Computer system failures Computer programming Software Engineering Software Engineering/Programming and Operating Systems Theory of Computation Computer System Implementation System Performance and Evaluation Programming Techniques |
| Soggetto genere / forma |
Amsterdam (2009)
Kongress. |
| ISBN | 3-642-05415-3 |
| Classificazione |
DAT 343f
SS 4800 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | IWSM / Mensura 2009 Proceedings -- Ensuring Reliability of Information Provided by Measurement Systems -- Analysis of the Functional Size Measurement Methods Usage by Polish Business Software Systems Providers -- Leveraging People-Related Maturity Issues for Achieving Higher Maturity and Capability Levels -- A General Model for Measurement Improvement -- What Are the Significant Cost Drivers for COSMIC Functional Size Based Effort Estimation? -- Analysis of the Risk Assessment Methods – A Survey -- Cockpit Based Management Architectures -- A Case Study in COSMIC Functional Size Measurement: The Rice Cooker Revisited -- Functional Size of a Real-Time System -- A Prototypical Simulation Model to Analyze the Business Process Performance -- Improvement Opportunities and Suggestions for Benchmarking -- Functional Size Measurement Quality Challenges for Inexperienced Measurers -- Applying Test Case Metrics in a Tool Supported Iterative Architecture and Code Improvement Process -- Towards an Early Software Effort Estimation Based on Functional and Non-Functional Requirements -- Formalization Studies in Functional Size Measurement: How Do They Help? -- Using Models to Develop Measurement Systems: A Method and Its Industrial Use -- Evaluating Process Quality Based on Change Request Data – An Empirical Study of the Eclipse Project -- Empirical Evaluation of Hunk Metrics as Bug Predictors -- Using Support Vector Regression for Web Development Effort Estimation -- A Comparison of Neural Network Model and Regression Model Approaches Based on Sub-functional Components -- Formal Definition of Measures for BPMN Models -- Using Tabu Search to Estimate Software Development Effort -- An Experimental Study on the Reliability of COSMIC Measurement Results -- Assessing the Documentation Development Effort in Software Projects. |
| Record Nr. | UNISA-996466279203316 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2009 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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Software Process and Product Measurement [[electronic resource] ] : International Conference, IWSM–MENSURA 2007, Palma de Mallorca, Spain, November 5-8, 2007, Revised Papers / / edited by Juan J. Cuadrado-Gallego, René Braungarten, Reiner R. Dumke, Alain Abran
| Software Process and Product Measurement [[electronic resource] ] : International Conference, IWSM–MENSURA 2007, Palma de Mallorca, Spain, November 5-8, 2007, Revised Papers / / edited by Juan J. Cuadrado-Gallego, René Braungarten, Reiner R. Dumke, Alain Abran |
| Edizione | [1st ed. 2008.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2008 |
| Descrizione fisica | 1 online resource (X, 203 p.) |
| Disciplina | 004 |
| Collana | Programming and Software Engineering |
| Soggetto topico |
Software engineering
Management information systems Computer science Software Engineering/Programming and Operating Systems Software Engineering Management of Computing and Information Systems |
| ISBN | 3-540-85553-X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Improving the Quality of Information for Software Project Management -- Software Cost Estimation Models Using Radial Basis Function Neural Networks -- Towards an Early Usability Evaluation for Web Applications -- An Empirical Study of Process and Product Metrics Based on In-process Measurements of a Standardized Requirements Definition Phase -- Preliminary Results in a Multi-site Empirical Study on Cross-Organizational ERP Size and Effort Estimation -- Do Base Functional Component Types Affect the Relationship between Software Functional Size and Effort? -- Experiences on Using Software Experiments in the Validation of Industrial Research Questions -- How to Measure Agile Software Development -- Assessment of Software Process and Metrics to Support Quantitative Understanding -- Developing and Applying a Consolidated Evaluation Framework to Analyze Test Process Improvement Approaches -- Using Controlled Experiments for Validating UML Statechart Diagrams Measures -- Adapting the COSMIC Method for Evaluating the Functional Size in PRiM -- Implementing Software Measurement Programs in Non Mature Small Settings -- Non-Functional Requirements Size Measurement Method (NFSM) with COSMIC-FFP -- Assessment of Real-Time Software Specifications Quality Using COSMIC-FFP -- Analysis of Software Functional Size Databases. |
| Record Nr. | UNISA-996465291303316 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2008 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Software Process and Product Measurement : International Conference, IWSM–MENSURA 2007, Palma de Mallorca, Spain, November 5-8, 2007, Revised Papers / / edited by Juan J. Cuadrado-Gallego, René Braungarten, Reiner R. Dumke, Alain Abran
| Software Process and Product Measurement : International Conference, IWSM–MENSURA 2007, Palma de Mallorca, Spain, November 5-8, 2007, Revised Papers / / edited by Juan J. Cuadrado-Gallego, René Braungarten, Reiner R. Dumke, Alain Abran |
| Edizione | [1st ed. 2008.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2008 |
| Descrizione fisica | 1 online resource (X, 203 p.) |
| Disciplina | 004 |
| Collana | Programming and Software Engineering |
| Soggetto topico |
Software engineering
Management information systems Computer science Software Engineering/Programming and Operating Systems Software Engineering Management of Computing and Information Systems |
| ISBN | 3-540-85553-X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Improving the Quality of Information for Software Project Management -- Software Cost Estimation Models Using Radial Basis Function Neural Networks -- Towards an Early Usability Evaluation for Web Applications -- An Empirical Study of Process and Product Metrics Based on In-process Measurements of a Standardized Requirements Definition Phase -- Preliminary Results in a Multi-site Empirical Study on Cross-Organizational ERP Size and Effort Estimation -- Do Base Functional Component Types Affect the Relationship between Software Functional Size and Effort? -- Experiences on Using Software Experiments in the Validation of Industrial Research Questions -- How to Measure Agile Software Development -- Assessment of Software Process and Metrics to Support Quantitative Understanding -- Developing and Applying a Consolidated Evaluation Framework to Analyze Test Process Improvement Approaches -- Using Controlled Experiments for Validating UML Statechart Diagrams Measures -- Adapting the COSMIC Method for Evaluating the Functional Size in PRiM -- Implementing Software Measurement Programs in Non Mature Small Settings -- Non-Functional Requirements Size Measurement Method (NFSM) with COSMIC-FFP -- Assessment of Real-Time Software Specifications Quality Using COSMIC-FFP -- Analysis of Software Functional Size Databases. |
| Record Nr. | UNINA-9910484718503321 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2008 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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