Modeling and Simulation in HPC and Cloud Systems by Ciprian Dobre

Modeling and Simulation in HPC and Cloud Systems by Ciprian Dobre

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 knowledge of the novel HPC-driven models and technologies for big data applications. The trainers, who are also the authors of this book, explained how to design, construct, and utilise the complex MS tools that capture many of the HPC modelling needs, from scalability to fault tolerance and beyond. In the final three chapters, the book presents the first outcomes of the school: new ideas and novel results of the research on security aspects in clouds, first prototypes of the complex virtual models of data in big data streams and a data-intensive computing framework for opportunistic networks. It is a valuable reference resource for those wanting to start working in HPC and big data systems, as well as for advanced researchers and practitioners.

 

Dobre, Ciprian: - Ciprian Dobre received his PhD in Computer Science in 2008 from the Computer Science Department at the University Politehnica of Bucharest (UPB), Romania. Currently, he holds a permanent position of Associate Professor at UPB, where he teaches classes on Parallel and Distributed Algorithms, Cloud Computing, and others. Ciprian Dobre has early scientific and scholarly contributions in the field of large scale distributed systems concerning mobile applications and smart technologies to reduce urban congestion and air pollution (coordinator of projects MobiWay and TranSys), and context-aware applications (coordinator of CAPIM, projects SPRINT, ONSIDE, HYCCUPS and others), monitoring (project MonALISA), high-speed networking (projects VINCI and FDT), evaluation using modeling and simulation (developer of MONARC 2, coordinator of projects VNSim and Sim2Car), Such contributions led to results beyond the state of the art. Ciprian Dobre was awarded a PhD scholarship from California Institute of Technology (Caltech, USA), and another one from Oracle. His results received one IBM Faculty Award, two CENIC Awards, and three Best Paper Awards. Dr. Dobre has widely published in peer reviewed international journals, conferences/workshops, book chapters and edited books and proceedings in the field: over 100 books, chapters in edited books, articles in major international peer-reviewed journal and in well-established international conferences and workshops. Currently he is local project coordinator for national projects 'CAPIM - Context-Aware Platform using Integrated Mobile Services', and 'MobiWay - Mobility beyond Individualism'. Ciprian Dobre's research interests involve research subjects related to mobile wireless networks and computing applications, pervasive services, context-awareness, and people-centric or participatory sensing. More information can be found at http: //cipsm.hpc.pub.ro.

SKU	Unavailable
ISBN 13	9783319892580
ISBN 10	3319892584
Title	Modeling and Simulation in HPC and Cloud Systems
Author	Ciprian Dobre
Series	Studies In Big Data
Condition	Unavailable
Binding Type	Paperback
Publisher	Springer International Publishing AG
Year published	2019-06-07
Number of pages	155
Cover note	Book picture is for illustrative purposes only, actual binding, cover or edition may vary.