Parallel and Distributed Simulation from Many Cores to the Public Cloud (Extended Version)

Computer Science – Distributed – Parallel – and Cluster Computing

Scientific paper

Rate now

  [ 0.00 ] – not rated yet Voters 0   Comments 0

Details

Tutorial paper to appear in: Proceedings of the 2011 International Conference on High Performance Computing and Simulation (HP

Scientific paper

10.1109/HPCSim.2011.5999802

In this tutorial paper, we will firstly review some basic simulation concepts and then introduce the parallel and distributed simulation techniques in view of some new challenges of today and tomorrow. More in particular, in the last years there has been a wide diffusion of many cores architectures and we can expect this trend to continue. On the other hand, the success of cloud computing is strongly promoting the everything as a service paradigm. Is parallel and distributed simulation ready for these new challenges? The current approaches present many limitations in terms of usability and adaptivity: there is a strong need for new evaluation metrics and for revising the currently implemented mechanisms. In the last part of the paper, we propose a new approach based on multi-agent systems for the simulation of complex systems. It is possible to implement advanced techniques such as the migration of simulated entities in order to build mechanisms that are both adaptive and very easy to use. Adaptive mechanisms are able to significantly reduce the communication cost in the parallel/distributed architectures, to implement load-balance techniques and to cope with execution environments that are both variable and dynamic. Finally, such mechanisms will be used to build simulations on top of unreliable cloud services.

No associations

LandOfFree

Say what you really think

Search LandOfFree.com for scientists and scientific papers. Rate them and share your experience with other people.

Rating

Parallel and Distributed Simulation from Many Cores to the Public Cloud (Extended Version) does not yet have a rating. At this time, there are no reviews or comments for this scientific paper.

If you have personal experience with Parallel and Distributed Simulation from Many Cores to the Public Cloud (Extended Version), we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and Parallel and Distributed Simulation from Many Cores to the Public Cloud (Extended Version) will most certainly appreciate the feedback.

Rate now

     

Profile ID: LFWR-SCP-O-495934

  Search
All data on this website is collected from public sources. Our data reflects the most accurate information available at the time of publication.