High-Performance Modelling and Simulation for Big Data Applications : Selected Results of the COST Action IC1406 cHiPSet / / edited by Joanna Kołodziej, Horacio González-Vélez.
This open access book is the final compendium of case studies emanated from the 4-year COST Action IC1406 “High-Performance Modelling and Simulation for Big Data Applications” (cHiPSet). Funded by the European Commission from 2015, cHiPSet has created a sustainable reference network linking applied...
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| Superior document: | Theoretical Computer Science and General Issues, 11400 |
|---|---|
| HerausgeberIn: | |
| Place / Publishing House: | Cham : : Springer International Publishing :, Imprint: Springer,, 2019. |
| Year of Publication: | 2019 |
| Edition: | 1st ed. 2019. |
| Language: | English |
| Series: | Theoretical Computer Science and General Issues,
11400 |
| Physical Description: | 1 online resource (XIV, 352 p. 63 illus., 55 illus. in color.) |
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Table of Contents:
- Why High-Performance Modelling and Simulation for Big Data Applications Matters
- Parallelization of hierarchical matrix algorithms for electromagnetic scattering problems
- Tail Distribution and Extreme Quantile Estimation using Non-Parametric Approaches
- Towards efficient and scalable data-intensive content delivery: State-of-the-art, issues and challenges
- Big Data in 5G Distributed Applications
- Big Data Processing, Analysis and Applications in Mobile Cellular Networks
- Medical Data Processing and Analysis for Remote Health and Activities Monitoring
- Towards human cell simulation
- Cloud-based High Throughput Virtual Screening in Novel Drug Discovery
- Ultra Wide Band Body Area Networks: Design and integration with Computational Clouds
- Survey on AI-based multimodal methods for emotion detection
- Forecasting Cryptocurrency Value by Sentiment Analysis: An HPC-oriented Survey of the State-of-the-Art in the Cloud Era.