Supercomputing Frontiers 4th edition by Rio Yokota, Weigang Wu ISBN 3319699520 978-3319699523

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ISBN 10:  3319699520
ISBN 13: 978-3319699523
Author: Rio Yokota, Weigang Wu 

It constitutes the refereed proceedings of the 4th Asian Supercomputing Conference, SCFA 2018, held in Singapore in March 2018. Supercomputing Frontiers will be rebranded as Supercomputing Frontiers Asia (SCFA), which serves as the technical programme for SCA18. The technical programme for SCA18 consists of four tracks:

• Application, Algorithms & Libraries
• Programming System Software
• Architecture, Network/Communications & Management
• Data, Storage & Visualisation

The 20 papers presented in this volume were carefully reviewed nd selected from 60 submissions.

Supercomputing Frontiers 4th Table of contents:

Part I: Emerging Supercomputing Technologies

Chapter 1: Next-Generation Supercomputing Architectures

• Overview of new hardware advancements in supercomputing

• Exascale computing technologies and beyond

Chapter 2: Quantum Computing in Supercomputing

• Integrating quantum computing with classical systems

• Future implications of quantum for simulation and modeling

Chapter 3: AI and Machine Learning for Supercomputing

• Leveraging AI in optimizing supercomputing operations

• Use cases for machine learning in large-scale simulations

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Part II: High-Performance Computing (HPC) Applications

Chapter 4: Supercomputing in Climate Modeling and Weather Prediction

• Role of supercomputers in improving climate change predictions

• Use of HPC in disaster response and mitigation

Chapter 5: Healthcare and Biomedical Research Using Supercomputing

• Applications in drug discovery, genomics, and personalized medicine

• HPC in large-scale biological data analysis

Chapter 6: Advanced Simulations in Physics and Materials Science

• Simulating molecular structures and complex physical systems

• HPC contributions to nanotechnology and quantum mechanics

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Part III: Supercomputing for Big Data

Chapter 7: Big Data Analytics Using HPC

• Methods for processing and analyzing vast datasets

• Applications in business, science, and government

Chapter 8: Data-Intensive Computing and Storage Solutions

• Innovations in storage systems for high-throughput data

• Techniques for scaling data processing capabilities

Chapter 9: Real-Time Data Processing in Supercomputing

• High-frequency data analysis for real-time decision making

• Case studies in finance, transportation, and national security

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Part IV: The Future of Supercomputing

Chapter 10: Scalability and Energy Efficiency in Supercomputing

• Challenges in scaling supercomputing systems

• Innovations in energy-efficient computation for large systems

Chapter 11: Supercomputing and the Internet of Things (IoT)

• Integrating IoT with supercomputing to handle sensor data

• Advanced IoT applications in manufacturing and smart cities

Chapter 12: Ethical and Societal Implications of Supercomputing

• Discussing the potential impact of supercomputing on privacy and security

• The role of supercomputing in solving global challenges

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Appendices

• A. List of Contributing Authors

• B. Conference Program and Timeline

• C. Index

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