[Colloq] Thesis Defense: Vlad Slavici Monday May 14th at 11:00am 366 WVH
Nicole Bekerian
nicoleb at ccs.neu.edu
Mon May 7 11:24:02 EDT 2012
The College of Computer and Information Science presents:
Date: Monday, May 14th, 2012
Time: 11:00 am
Location: 366 WVH
Title:
Ph.D. Thesis Defense: "Programming Models for Emerging HPC Architectures:
Parallel Disks, Hybrid CPU-GPU and Many-Core"
Abstract:
We present programming models for computing with emerging technologies such as
the aggregate disks of computer clusters, hybrid CPU-GPU architectures or
many-core machines. The purpose of these programming models is to enable the
migration of algorithms and computations from the CPU to the specified emerging
architectures.
Starting with the mid-2000s it has become increasingly unlikely that a
new hardware generation would provide significant performance improvement
to legacy code over the previous hardware generation, due to technological
and price barriers.
To overcome these obstacles, hardware vendors have proposed solutions that
disrupt the traditional sequential CPU control flow: multi-core CPUs and CPU
clusters for computationally-intensive tasks, aggregate (a.k.a. parallel)
disks for data-intensive tasks that are space-limited, and, more recently,
GPGPUs for computationally-intensive tasks that can accommodate a SIMD model.
However, these hardware solutions have brought a major challenge to software
developers by introducing restrictions to control and data flow, thus rendering
parts of legacy code obsolete. This work addresses the important challenge of
migrating legacy algorithms from single- and multi-core CPUs or CPU clusters to
the aggregate disks of a cluster (for data-intensive, space-limited
applications), to hybrid CPU-GPU architectures (for computationally-intensive
applications) or to many-core computers (for data-intensive applications).
Committee:
* Gene Cooperman (advisor)
* Mirek Riedewald
* Pete Manolios
* Steve Linton (external)
--
Best,
Nicole
______________________________________________________________
Nicole Bekerian
Administrative Assistant
Northeastern University
College of Computer and Information Science
360 Huntington Ave.
202 West Village H
Boston, MA 02115
Phone: 617.373.2462
Fax: 617.373.5121
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