sponsored byIEEEACMThe International Conference for High Performance 
Computing, Networking, Storage and Analysis
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SCHEDULE: NOV 16-21, 2014

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Parallel Programming with Charm++

SESSION: Parallel Programming with Charm++

EVENT TYPE: Tutorials

TIME: 8:30AM - 12:00PM

ROOM:393

ABSTRACT:

There are several challenges in programming applications for large supercomputers: exposing concurrency, data movement, load imbalance, heterogeneity, variations in application’s behavior, system failures etc. Addressing these challenges requires more emphasis on the following important concepts during application development: overdecomposition, asynchrony, migratability, and adaptivity. At the same time, the runtime systems (RTS) will need to become introspective and provide automated support for several tasks, e.g. load balancing, that currently burden the programmer.

This tutorial is aimed at exposing the attendees to the above mentioned concepts. We will present details on how a concrete implementation of these concepts, in synergy with an introspective RTS, can lead to development of applications that scale irrespective of the rough landscape. We will focus on Charm++ as the programming paradigm that encapsulates these ideas, and use examples from real world applications to further the understanding.

Charm++ provides an asynchronous, message-driven programming model via migratable objects and an adaptive RTS that guides execution. It automatically overlaps communication, balances loads, tolerates failures, checkpoints for split-execution, interoperates with MPI, and promotes modularity while allowing programming in C++. Several widely used Charm++ applications thrive in computational science domains including biomolecular modeling, cosmology, quantum chemistry, epidemiology, and stochastic optimization.

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