Computational science and its applications -- ICCSA 2020 : 20th International Conference, Cagliari, Italy, July 1-4, 2020, Proceedings.: 20th International Conference, Cagliari, Italy, July 1-4, 2020, Proceedings. Part VI (2020)

• Record Type: Book
• Other Titles: ICCSA 2020
• Further Information: Note: Osvaldo Gervasi, Beniamino Murgante, Sanjay Misra, Chiara Garau, Ivan Blečić, David Taniar, Bernady O. Apduhan, Ana Maria A.C. Rocha, Eufemia Tarantino, Carmelo Maria Torre, Yeliz Karaca (eds.).
• Other Names: Gervasi, Osvaldo; Murgante, Beniamino; Misra, Sanjay; Garau, Chiara; Blečić, Ivan; Taniar, David; Apduhan, Bernady O; Rocha, Ana Maria A. C (Ana Maria Alves Coutinho); Tarantino, Eufemia; Torre, Carmelo Maria; Karaca, Yeliz; ICCSA (Conference), 20th
• Contents: Intro -- Preface -- Welcome to the Online Conference -- Organization -- Contents -- Part VI -- International Workshop on Scientific Computing Infrastructure (SCI 2020) -- Virtual Testbed: Concept and Applications -- Abstract -- 1 Introduction -- 2 Computational Aspects of Virtual Testbed -- 3 Virtual Testbed as a Case for Big Data -- 4 Virtual Private Supercomputer as a Tool for Virtual Testbed Organization -- 5 Applications of Virtual Testbed Concept -- 5.1 Marine Virtual Testbed -- 5.2 Knowledge Base Intelligence System Testing -- 5.3 Virtual Particle Accelerator 5.4 Virtual Testbed for Financial Modeling -- 6 Conclusion -- Competing Interests -- References -- Virtual Testbed: Simulation of Air Flow Around Ship Hull and Its Effect on Ship Motions -- 1 Introduction -- 2 Related Work -- 3 Methods -- 3.1 Analytic Representation of Wind Velocity Field -- 3.2 Uniform Translational Motion on the Static Body Surface -- 3.3 Uniform Translational Motion Near the Static Body Surface -- 4 Results -- 4.1 Verification of the Solution on the Example of Potential Flow Around a Cylinder -- 4.2 Ship Roll Angle and Velocity -- 4.3 Computational Performance Analysis 5 Discussion -- 6 Conclusion -- References -- Virtual Testbed: Simulation of Ocean Wave Reflection from the Ship Hull -- 1 Introduction -- 2 Methods -- 2.1 Equations of Motions with a Moving Surface Boundary -- 2.2 Stationary Surface Boundary -- 2.3 OpenCL Implementation -- 3 Results -- 3.1 Diffraction -- 3.2 Performance Benchmarks -- 4 Discussion -- 5 Conclusion -- References -- A Modified Algorithm of Porting a Wave Motion -- Abstract -- 1 Introduction -- 2 The Problem -- 3 Porting Challenges -- 4 Numerical Tests -- 5 Porting Results -- 6 Conclusion -- References Service-Oriented Petri Net Model -- 1 Introduction -- 2 Problem at Hand -- 2.1 Inspecting Type Requirements -- 2.2 Looking at SPN Capabilities -- 2.3 Task Definition -- 3 Our Solution -- Service-Oriented Petri Net Model -- 3.1 Core Extensions -- 3.2 Integers -- 3.3 Integer Operations -- 3.4 Nested Types -- 3.5 Modules -- 4 Conclusion -- References -- Evolving Principles of Big Data Virtualization -- Abstract -- 1 Introduction -- 2 Approaches to Store Super Large Amounts of Data -- 3 Big Data Types -- 4 Virtual Supercomputer Solution -- 5 Virtualizing Data -- 5.1 Generic Approaches 5.2 Big Data Virtualization -- 5.3 Data Networks and Data Marketplaces -- 6 Big Data Virtualization Applications -- 7 Conclusion -- References -- On the Effectiveness of Using Various Machine Learning Methods for Forecasting Dangerous Convective Phenomena -- Abstract -- 1 Introduction -- 2 Convective Cloud Model -- 3 Algorithms for Data Formation and Preprocessing -- 4 Forecast Accuracy Using Support Vector Machine (SVM), Logistic Regression and Ridge Regression Algorithms -- 5 Forecast Accuracy Using Neural Network Algorithm -- 6 Discussion -- 7 Conclusions -- References
• Publisher Details: Cham : Springer
• Publication Date: 2020
• Extent: 1 online resource (1067 pages)
• Subjects: 004; Computer science -- Congresses; Computer software -- Congresses; Computer networks -- Congresses; Software engineering -- Congresses; Electronic books; Electronic books
• Languages: English
• ISBNs: 9783030588175; 3030588173
• Related ISBNs: 9783030588168; 3030588165
• Notes: Note: Online resource; title from PDF title page (SpringerLink, viewed December 1, 2020).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.