When Dense Matrix Representations Beat Sparse

September 9, 2019

In our world filled with unintended consequences, it turns out that saving memory space to help deal with GPU limitations, knowing it introduces performance pen Read more…

The Week in HPC Research

February 21, 2013

The top research stories of the week have been hand-selected from prominent journals and leading conference proceedings. Here's another diverse set of items, including one on GPU programming, distributed file systems, exhaustive search with parallel agents, the benefits of invasive computing, and an HPC cloud proof-of-concept. Read more…

Finance Firms Latch onto GPU Computing

May 9, 2011

Turning the erstwhile graphics engine into a money-making machine. Read more…

PathScale Looks to One-Up CUDA, OpenCL with New GPU Compiler

June 24, 2010

HPC compiler maker PathScale has unveiled ENZO, a new GPU software development suite aimed at the high performance computing space. The solution includes a home-grown compiler, runtime system, and device driver. ENZO is being built for performance from top to bottom and will initially target NVIDIA's high-end GPUs. Read more…

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Whitepaper

5 HPC Optimization Techniques

For many organizations, decisions about whether to run HPC workloads in the cloud or in on-premises datacenters are less all-encompassing and more about leveraging both infrastructures strategically to optimize HPC workloads across hybrid environments. From multi-clouds to on-premises, dark, edge, and point of presence (PoP) datacenters, data comes from all directions and in all forms while HPC workloads run in every dimension of modern datacenter schemes. HPC has become multi-dimensional and must be managed as such.

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