high performance computing on graphics processing units: hgpu.org

Achieving high performance on stencil computations poses a number of challenges on modern architectures. The optimization strategy varies significantly across architectures, types of stencils, and types of applications. The standard approach to adapting stencil computations to different architectures, used by both compilers and application programmers, is through the use of iteration space tiling, whereby the […]

With high computation power and memory bandwidth, graphics processing units (GPUs) lend themselves to accelerate data-intensive analytics, especially when such applications fit the single instruction multiple data (SIMD) model. However, graph algorithms such as breadth-first search and k-core, often fail to take full advantage of GPUs, due to irregularity in memory access and control flow. […]

  The objective of the 3rd TAPEMS International Workshop on Theoretical Approaches to Performance Evaluation, Modeling and Simulation is to bring together researchers and practitioners from academia and industry to discuss current advances and trends in both theoretical and experimental approaches to the performance evaluation, modeling and analysis of parallel applications and algorithms on multicore […]

OpenACC was launched in 2010 as a portable programming model for heterogeneous accelerators. Although various implementations already exist, no extensible, open-source, production-quality compiler support is available to the community. This deficiency poses a serious risk for HPC application developers targeting GPUs and other accelerators, and it limits experimentation and progress for the OpenACC specification. To […]

Tsunami generated by a submarine earthquake sometimes causes serious damage in a coastal area. To reduce negative effects of tsunami, effective evacuation and disaster prevention are getting interested. We can contribute to that by forecasting arrival time and height of tsunami with computer simulations. However, tsunami simulations always require massive data processing. The shallow water […]

Smith-waterman algorithm (SW) is a popular dynamic programming algorithm widely used in Bioinformatics for local biological sequence alignment. Due to the O(n2) high time and space complexity of SW and growing size of biological data, it is crucial to accelerate SW for high performance. In view of the GPU high efficiency in science computation, many […]

schnaps is a finite element solver designed to simulate various physical phenomena. It is designed to run on hybrid computers made of several CPUs and GPUs. In order to address the hybrid architectures we rely on the StarPU runtime. StarPU allows to optimize in an incremental way a sequential algorithm in order to migrate to […]

Network compression reduces the computational complexity and memory consumption of deep neural networks by reducing the number of parameters. In SVD-based network compression, the right rank needs to be decided for every layer of the network. In this paper, we propose an efficient method for obtaining the rank configuration of the whole network. Unlike previous […]

Researchers, scientists, engineers and industry professionals will join together this year at ICFNN 2019, where the latest research will be unveiled and groundbreaking research projects will be presented. The field of  Frontiers of Neural Networks is entering an era of unprecedented change and innovation. ICFNN 2019 presents one of 2019’s premiere opportunities to hear from and network with […]

Researchers, scientists, engineers and industry professionals will join together this year at FAIML 2019, where the latest research will be unveiled and groundbreaking research projects will be presented. The field of Frontiers of Artificial Intelligence and Machine Learning is entering an era of unprecedented change and innovation. FAIML 2019 presents one of 2019’s premiere opportunities to hear from and […]

Theme: Ensure Quality Assurance and Inspection Readiness through Good Clinical Practice and Strategic Partnerships Date: 16-17, 2019 Venue: Miami, Florida, USA E-mail: biomarkersresearch@gmail.com Phone: 7799790002 In the determination of safety and effectiveness of medications, devices, diagnostic products and treatments Clinical Research plays a major role. From a naturally occurring molecule or gene, we can identify […]

ICVISP 2019 welcomes researchers, engineers, scientists and industry professionals to an open forum where advances in the field of Vision, Image and Signal Processing can be shared and examined. The conference is an ideal platform for keeping up with advances and changes to a consistently morphing field. Publication and Indexing All accepted papers will be published […]