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Cluster 2010 Workshops |
- Monday,
20 September 2010
- Friday,
24 September 2010
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Cluster 2010 Tutorials |
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Monday,
20 September 2010
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- Practical Approach to performance analysis and modeling
Speakers: Adolfy Hoisie and Darren J. Kerbyson (Pacific Northwest National Laboratory, USA)
Abstract: This tutorial presents a practical approach to the performance
modeling of large-scale scientific applications on high performance
systems. The defining characteristic involves the description of a
proven modeling approach, developed at Los Alamos, of full-blown
scientific codes, that has been validated on systems containing
10,000’s of processors and beyond. We show how models are constructed
and demonstrate how they are used to predict, explain, diagnose, and
engineer application performance in existing or future codes and/or
systems. Notably, our approach does not require the use of specific
tools but rather is applicable across commonly used environments.
Moreover, since our performance models are parametric in terms of
machine and application characteristics, they imbue the user with the
ability to “experiment ahead” with different system configurations
or algorithms/coding strategies. Both will be demonstrated in studies
emphasizing the application of these modeling techniques including:
verifying system performance, comparison of large-scale systems, and
examination of possible future systems.
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Friday,
24 September 2010 |
- Designing High-End Computing Systems with IB and 10GigEth
Speakers: DK Panda (Ohio State Univesity) and P. Balaji (ANL)
Abstract: InfiniBand (IB) and 10-Gigabit Ethernet (10GE) interconnects are
generating a lot of excitement towards building next generation
High Performance Computing (HPC) systems and enterprise datacenters.
This tutorial will provide an overview of these emerging
interconnects, their offered features, their current market standing,
and their suitability for prime-time HPC. It will start with a
brief overview of IB, 10GE and their architectural features. An
overview of the emerging OpenFabrics stack which encapsulates
both IB and 10GE in a unified manner will be presented. IB and 10GE
hardware/software solutions and the market trends will
be highlighted. Finally, sample performance numbers highlighting the
performance these technologies can achieve in different
environments such as MPI, Sockets, Parallel File Systems, Multi-tier
Datacenters, and Virtual Machines, will be shown.
- Practical parallel application performance engineering using
innovative tools
Speakers: Brian J. N. Wylie (Jülich Supercomputing Centre), Michael
Gerndt (Technical University of Munich), and Wolfgang E. Nagel
(Technical University of Dresden)
Abstract:
This tutorial presents state-of-the-art tools for engineering
performant parallel applications on computer clusters with MPI and/or
OpenMP. The suite of tools developed by the Virtual Institute for High
Productivity Supercomputing (VI-HPS) are introduced, including
Scalasca, Vampir and Periscope. The tools support automated and
manually-customizable measurement and analyses with hardware counter
metrics as well as communication and synchronization overheads. A
series of hands-on exercises are included which participants are
encouraged to follow on their notebook computers using a provided Live-
DVD with a bootable typical HPC cluster Linux environment. This will
offer practical experience using the tools and help prepare
participants to apply modern methods for locating and diagnosing
performance bottlenecks in real-world parallel applications up to the
largest scales.
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