书目名称 | Modeling and Simulation in HPC and Cloud Systems |
编辑 | Joanna Kołodziej,Florin Pop,Ciprian Dobre |
视频video | |
概述 | Provides a solid foundation for the development of a new generation of data-intensive intelligent systems.Includes 5 chapters summarising the tutorials and workshops organised as part of the cHiPSet S |
丛书名称 | Studies in Big Data |
图书封面 |  |
描述 | .This book consists of eight chapters, five of which provide a summary of the tutorials and workshops organised as part of the cHiPSet Summer School: High-Performance Modelling and Simulation for Big Data Applications Cost Action on “New Trends in Modelling and Simulation in HPC Systems,” which was held in Bucharest (Romania) on September 21–23, 2016. As such it offers a solid foundation for the development of new-generation data-intensive intelligent systems. ..Modelling and simulation (MS) in the big data era is widely considered the essential tool in science and engineering to substantiate the prediction and analysis of complex systems and natural phenomena. MS offers suitable abstractions to manage the complexity of analysing big data in various scientific and engineering domains. Unfortunately, big data problems are not always easily amenable to efficient MS over HPC (high performance computing). Further, MS communities may lack the detailed expertise required to exploit the full potential of HPC solutions, and HPC architects may not be fully aware of specific MS requirements... ..The main goal of the Summer School was to improve the participants’ practical skills and knowledg |
出版日期 | Book 2018 |
关键词 | HPC; Cloud Computing; Big Data; Simulation; Modelling; High Performance Modeling; Data Intensive Sets |
版次 | 1 |
doi | https://doi.org/10.1007/978-3-319-73767-6 |
isbn_softcover | 978-3-319-89258-0 |
isbn_ebook | 978-3-319-73767-6Series ISSN 2197-6503 Series E-ISSN 2197-6511 |
issn_series | 2197-6503 |
copyright | Springer International Publishing AG 2018 |