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

By: (20th : ICCSA (Conference) (20th : 2020 : Online)Contributor(s): 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, YelizMaterial type: TextTextSeries: Serienbezeichnung | Lecture notes in computer science ; 12254. | LNCS sublibrary. SL 1, Theoretical computer science and general issues.Publication details: Cham : Springer, 2020. Description: 1 online resource (1067 pages)Content type: text Media type: computer Carrier type: online resourceISBN: 9783030588175; 3030588173Other title: ICCSA 2020Subject(s): Computer science -- Congresses | Computer software -- Congresses | Computer networks -- Congresses | Software engineering -- Congresses | Computer networks | Computer science | Computer software | Software engineeringGenre/Form: Electronic books. | Electronic books. | Conference papers and proceedings. Additional physical formats: Print version:: Computational Science and Its Applications - ICCSA 2020 : 20th International Conference, Cagliari, Italy, July 1-4, 2020, Proceedings, Part VI.DDC classification: 004 LOC classification: QA75.5 | .I22 2020ebOnline resources: Click here to access online
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
In: Springer Nature eBookSummary: The seven volumes LNCS 12249-12255 constitute the refereed proceedings of the 20th International Conference on Computational Science and Its Applications, ICCSA 2020, held in Cagliari, Italy, in July 2020. Due to COVID-19 pandemic the conference was organized in an online event. Computational Science is the main pillar of most of the present research, industrial and commercial applications, and plays a unique role in exploiting ICT innovative technologies. The 466 full papers and 32 short papers presented were carefully reviewed and selected from 1450 submissions. Apart from the general track, ICCSA 2020 also include 52 workshops, in various areas of computational sciences, ranging from computational science technologies, to specific areas of computational sciences, such as software engineering, security, machine learning and artificial intelligence, blockchain technologies, and of applications in many fields. .
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International conference proceedings.

"Initially the conference was planned to be held in Cagliari, Italy, in collaboration with the University of Cagliari, but due to the COVID-19 pandemic it was organized as an online event."--Preface

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

Algorithm for Creating Massive Amounts of Unique Three-Dimensional Models and Materials from Rocks.

Includes author index.

Online resource; title from PDF title page (SpringerLink, viewed December 1, 2020).

The seven volumes LNCS 12249-12255 constitute the refereed proceedings of the 20th International Conference on Computational Science and Its Applications, ICCSA 2020, held in Cagliari, Italy, in July 2020. Due to COVID-19 pandemic the conference was organized in an online event. Computational Science is the main pillar of most of the present research, industrial and commercial applications, and plays a unique role in exploiting ICT innovative technologies. The 466 full papers and 32 short papers presented were carefully reviewed and selected from 1450 submissions. Apart from the general track, ICCSA 2020 also include 52 workshops, in various areas of computational sciences, ranging from computational science technologies, to specific areas of computational sciences, such as software engineering, security, machine learning and artificial intelligence, blockchain technologies, and of applications in many fields. .

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