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Video: In-Memory Computing Using Photonic Memory Devices

In this video, IBM researchers describe an all-optical approach to developing direct in-memory multiplication on an integrated photonic device based on non-volatile multilevel phase-change memories. Using integrated photonic technology will potentially offer attractive solutions for using light to carry out computational tasks on a chip in future.

Singularity: Container Workflows for Compute

Greg Kurtzer from Sylabs gave this talk at the Stanford HPC Conference. “Singularity is a widely adopted container technology specifically designed for compute-based workflows making application and environment reproducibility, portability and security a reality for HPC and AI researchers and resources. Here we will describe a high-level overview of Singularity and demonstrate how to integrate Singularity containers into existing application and resource workflows as well as describe some new trending models that we have been seeing.”

HPC + Ai: Machine Learning Models in Scientific Computing

Steve Oberlin from NVIDIA gave this talk at the Stanford HPC Conference. “Clearly, AI has benefited greatly from HPC. Now, AI methods and tools are starting to be applied to HPC applications to great effect. This talk will describe an emerging workflow that uses traditional numeric simulation codes to generate synthetic data sets to train machine learning algorithms, then employs the resulting AI models to predict the computed results, often with dramatic gains in efficiency, performance, and even accuracy.”

Video: Introduction to Intel Optane Data Center Persistent Memory

In this video from the 2019 Stanford HPC Conference, Usha Upadhyayula & Tom Krueger from Intel present: Introduction to Intel Optane Data Center Persistent Memory. For decades, developers had to balance data in memory for performance with data in storage for persistence. The emergence of data-intensive applications in various market segments is stretching the existing […]

Designing Convergent HPC and Big Data Software Stacks: An Overview of the HiBD Project

DK Panda from Ohio State University gave this talk at the 2019 Stanford HPC Conference. “This talk will provide an overview of challenges in designing convergent HPC and BigData software stacks on modern HPC clusters. An overview of RDMA-based designs for Hadoop (HDFS, MapReduce, RPC and HBase), Spark, Memcached, Swift, and Kafka using native RDMA support for InfiniBand and RoCE will be presented. Enhanced designs for these components to exploit HPC scheduler (SLURM), parallel file systems (Lustre) and NVM-based in-memory technology will also be presented. Benefits of these designs on various cluster configurations using the publicly available RDMA-enabled packages from the OSU HiBD project will be shown.”

XTREME-Stargate: The New Era of HPC Cloud Platforms

In this video from the 2019 Stanford HPC Conference, Naoki Shibata from XTREME-D presents: XTREME-Stargate: The New Era of HPC Cloud Platforms. “XTREME-D is an award-winning, funded Japanese startup whose mission is to make HPC cloud computing access easy, fast, efficient, and economical for every customer. The company recently introduced XTREME-Stargate, which was developed as a cloud-based bare-metal appliance specifically for high-performance computations, optimized for AI data analysis and conventional supercomputer usage.”

Quantum Computing: From Qubits to Quantum Accelerators

Koen Bertels from Delft University of Technology gave this talk at HiPEAC 2019. “In my talk, I will introduce what quantum computers are but also how they can be used as a quantum accelerator. I will discuss why a quantum computer can be more powerful than any classical computer and what the components are of its system architecture. In this context, I will talk about our current research topics on quantum computing, what the main challenges are and what is available to our community.”

Truly Inspiring: Fighting World Hunger with Cray Supercomputers

In this video, Computational biologist Laura Boykin describes the threat to lives and livelihoods the whitefly represents, the international effort to fight it, and how supercomputing flips the script on a once unwinnable war. “Cray supports visionaries like Laura and her scientific colleagues in East Africa in combining computation and creativity to change outcomes.”

NVIDIA steps up with Nsight Systems Performance Analysis Tool

Today NVIDIA announced that NVIDIA Nsight Systems 2019.1 is now available for download. As a system-wide performance analysis tool. With it, developers can visualize application algorithms, identify large optimization opportunities, and tune/scale efficiently across CPUs and GPUs. “In this release, we introduce a wide range of new features, refinements, and fixes. The enhancements aim to improve a user’s ability to analyze neural network performance, locate graphical stutter, and increase pattern discoverability.”

Video: Speeding up Programs with OpenACC in GCC

Thomas Schwinge from Mentor gave this talk at FOSDEM’19. “Requiring only few changes to your existing source code, OpenACC allows for easy parallelization and code offloading to accelerators such as GPUs. We will present a short introduction of GCC and OpenACC, implementation status, examples, and performance results.”