Search Results - "Schieffer, Gabin"

Kub: Enabling Elastic HPC Workloads on Containerized Environments by Medeiros, Daniel, Wahlgren, Jacob, Schieffer, Gabin, Peng, Ivy

“…The conventional model of resource allocation in HPC systems is static. Thus, a job cannot leverage newly available resources in the system or release…”
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Accelerating Drug Discovery in AutoDock-GPU with Tensor Cores by Schieffer, Gabin, Peng, Ivy

“…In drug discovery, molecular docking aims at characterizing the binding of a drug-like molecule to a macromolecule. AutoDock-GPU, a state-of-the-art docking…”
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A GPU-accelerated Molecular Docking Workflow with Kubernetes and Apache Airflow by Medeiros, Daniel, Schieffer, Gabin, Wahlgren, Jacob, Peng, Ivy

“…Complex workflows play a critical role in accelerating scientific discovery. In many scientific domains, efficient workflow management can lead to faster…”
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Kub: Enabling Elastic HPC Workloads on Containerized Environments by Medeiros, Daniel, Wahlgren, Jacob, Schieffer, Gabin, Peng, Ivy

“…The conventional model of resource allocation in HPC systems is static. Thus, a job cannot leverage newly available resources in the system or release…”
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Disaggregated Memory with SmartNIC Offloading: a Case Study on Graph Processing by Wahlgren, Jacob, Schieffer, Gabin, Gokhale, Maya, Pearce, Roger, Peng, Ivy

“…Disaggregated memory breaks the boundary of monolithic servers to enable memory provisioning on demand. Using network-attached memory to provide memory…”
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Harnessing Integrated CPU-GPU System Memory for HPC: a first look into Grace Hopper by Schieffer, Gabin, Wahlgren, Jacob, Ren, Jie, Faj, Jennifer, Peng, Ivy

“…Memory management across discrete CPU and GPU physical memory is traditionally achieved through explicit GPU allocations and data copy or unified virtual…”
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Understanding Layered Portability from HPC to Cloud in Containerized Environments by Medeiros, Daniel, Schieffer, Gabin, Wahlgren, Jacob, Peng, Ivy

“…Recent development in lightweight OS-level virtualization, containers, provides a potential solution for running HPC applications on the cloud platform. In…”
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A Quantitative Approach for Adopting Disaggregated Memory in HPC Systems by Wahlgren, Jacob, Schieffer, Gabin, Gokhale, Maya, Peng, Ivy

“…Memory disaggregation has recently been adopted in data centers to improve resource utilization, motivated by cost and sustainability. Recent studies on…”
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Multi-level Memory-Centric Profiling on ARM Processors with ARM SPE by Miksits, Samuel, Shi, Ruimin, Gokhale, Maya, Wahlgren, Jacob, Schieffer, Gabin, Peng, Ivy

“…High-end ARM processors are emerging in data centers and HPC systems, posing as a strong contender to x86 machines. Memory-centric profiling is an important…”
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Understanding Data Movement in AMD Multi-GPU Systems with Infinity Fabric by Schieffer, Gabin, Shi, Ruimin, Markidis, Stefano, Herten, Andreas, Faj, Jennifer, Peng, Ivy

“…Modern GPU systems are constantly evolving to meet the needs of computing-intensive applications in scientific and machine learning domains. However, there is…”
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A Quantitative Approach for Adopting Disaggregated Memory in HPC Systems by Wahlgren, Jacob, Schieffer, Gabin, Gokhale, Maya, Peng, Ivy

“…Memory disaggregation has recently been adopted in data centers to improve resource utilization, motivated by cost and sustainability. Recent studies on…”
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Boosting the Performance of Object Tracking with a Half-Precision Particle Filter on GPU by Schieffer, Gabin, Pornthisan, Nattawat, de Medeiros, Daniel Araújo, Markidis, Stefano, Wahlgren, Jacob, Peng, Ivy

“…High-performance GPU-accelerated particle filter methods are critical for object detection applications, ranging from autonomous driving, robot localization,…”
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On the Rise of AMD Matrix Cores: Performance, Power Efficiency, and Programmability by Schieffer, Gabin, De Medeiros, Daniel Araujo, Faj, Jennifer, Marathe, Aniruddha, Peng, Ivy

“…Matrix multiplication is a core computational part of deep learning and scientific workloads. The emergence of Matrix Cores in high-end AMD GPUs, a building…”
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OpenCUBE: Building an Open Source Cloud Blueprint with EPI Systems by Peng, Ivy, Schulz, Martin, Haus, Utz-Uwe, Prunty, Craig, Marcuello, Pedro, Danovaro, Emanuele, Schieffer, Gabin, Wahlgren, Jacob, Medeiros, Daniel, Friese, Philipp, Markidis, Stefano

“…OpenCUBE aims to develop an open-source full software stack for Cloud computing blueprint deployed on EPI hardware, adaptable to emerging workloads across the…”
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