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High Performance Computing. ISC High Performance 2022 International Workshops [electronic resource] : Hamburg, Germany, May 29 - June 2, 2022, Revised Selected Papers / edited by Hartwig Anzt, Amanda Bienz, Piotr Luszczek, Marc Baboulin.

Contributor(s): Anzt, Hartwig [editor.] | Bienz, Amanda [editor.] | Luszczek, Piotr [editor.] | Baboulin, Marc [editor.] | SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Lecture Notes in Computer Science: 13387Publisher: Cham : Springer International Publishing : Imprint: Springer, 2022Edition: 1st ed. 2022.Description: X, 396 p. 148 illus., 124 illus. in color. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783031232206.Subject(s): Computer engineering | Computer networks  | Software engineering | Application software | Microprogramming  | Logic design | Computer Engineering and Networks | Software Engineering | Computer and Information Systems Applications | Control Structures and Microprogramming | Logic DesignAdditional physical formats: Printed edition:: No title; Printed edition:: No titleDDC classification: 621.39 | 004.6 Online resources: Click here to access online
Contents:
Compiler-assisted Correctness Checking and Performance Optimization for HPC -- Compiler-assisted Instrumentation Selection for Large-scale C++ Codes -- Lightweight Array Contraction by Trace-Based Polyhedral Analysis -- Detecting scale-induced overflow bugs in production HPC codes -- HPC on Heterogeneous Hardware (H3) -- AI Benchmarking for Science: Efforts from the MLCommons Science Working Group -- Performance Analysis of Matrix Multiplication for Deep Learning on the Edge -- Strategies for efficient execution of Pipelined Conjugate Gradient method on GPU systems -- A Multi-Level Platform-Independent GPU API for High-Level Programming Models -- Precise Energy Consumption Measurements of Heterogeneous Artificial Intelligence Workloads -- Malleability Techniques Applications in High Performance Computing -- Detecting interference between applications and improving the scheduling using malleable application proxies -- An Emulation Layer for Dynamic Resources with MPI Sessions -- Exploiting OpenMP malleability with free agent threads and DLB -- QR Factorization using Malleable BLAS on Multicore Processors -- IMSS: In-Memory Storage System for Data Intensive Applications -- On the Convergence of Malleability and the HPC PowerStack: Exploiting Dynamism in Over-Provisioned and Power-Constrained HPC Systems -- Fifth Workshop on Interactive High Performance Computing -- Interactive, Cloud-Native Workflows on HPC Using KNoC -- Workflows to driving high-performance interactive supercomputing for urgent decision making -- 3rd ISC HPC International Workshop on Monitoring & Operational Data Analytics -- Data Center Facility Monitoring with Physics Aware Approach -- Rule-based Thermal Anomaly Detection for Tier-0 HPC Systems -- 6th International Workshop on In Situ Visualization -- InSitu Analysis and Visualization of Extreme-Scale Particle Simulations -- Insite: A Pipeline Enabling In-Transit Visualization and Analysis for Neuronal Network Simulations -- The Need for Pervasive In Situ Analysis and Visualization (P-ISAV) -- Interactive Visualization of Large-Scale Oil and Gas Reservoir Simulation Models -- Cinema Transfer: a Containerized Visualization Workflow -- 17th Workshop on Virtualization in High Performance Cloud Computing -- Virtual Clusters: Isolated, Containerized HPC Environments in Kubernetes -- Analyzing Unikernel Support for HPC: Experimental Study of OpenMP -- On the use of Linux Real-Time Features for RAN Packet Processing in Cloud Environments -- eBPF-based Extensible Paravirtualization.
In: Springer Nature eBookSummary: Chapter "Compiler-Assisted Instrumentation Selection for Large-Scale C++ Codes" is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.
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Compiler-assisted Correctness Checking and Performance Optimization for HPC -- Compiler-assisted Instrumentation Selection for Large-scale C++ Codes -- Lightweight Array Contraction by Trace-Based Polyhedral Analysis -- Detecting scale-induced overflow bugs in production HPC codes -- HPC on Heterogeneous Hardware (H3) -- AI Benchmarking for Science: Efforts from the MLCommons Science Working Group -- Performance Analysis of Matrix Multiplication for Deep Learning on the Edge -- Strategies for efficient execution of Pipelined Conjugate Gradient method on GPU systems -- A Multi-Level Platform-Independent GPU API for High-Level Programming Models -- Precise Energy Consumption Measurements of Heterogeneous Artificial Intelligence Workloads -- Malleability Techniques Applications in High Performance Computing -- Detecting interference between applications and improving the scheduling using malleable application proxies -- An Emulation Layer for Dynamic Resources with MPI Sessions -- Exploiting OpenMP malleability with free agent threads and DLB -- QR Factorization using Malleable BLAS on Multicore Processors -- IMSS: In-Memory Storage System for Data Intensive Applications -- On the Convergence of Malleability and the HPC PowerStack: Exploiting Dynamism in Over-Provisioned and Power-Constrained HPC Systems -- Fifth Workshop on Interactive High Performance Computing -- Interactive, Cloud-Native Workflows on HPC Using KNoC -- Workflows to driving high-performance interactive supercomputing for urgent decision making -- 3rd ISC HPC International Workshop on Monitoring & Operational Data Analytics -- Data Center Facility Monitoring with Physics Aware Approach -- Rule-based Thermal Anomaly Detection for Tier-0 HPC Systems -- 6th International Workshop on In Situ Visualization -- InSitu Analysis and Visualization of Extreme-Scale Particle Simulations -- Insite: A Pipeline Enabling In-Transit Visualization and Analysis for Neuronal Network Simulations -- The Need for Pervasive In Situ Analysis and Visualization (P-ISAV) -- Interactive Visualization of Large-Scale Oil and Gas Reservoir Simulation Models -- Cinema Transfer: a Containerized Visualization Workflow -- 17th Workshop on Virtualization in High Performance Cloud Computing -- Virtual Clusters: Isolated, Containerized HPC Environments in Kubernetes -- Analyzing Unikernel Support for HPC: Experimental Study of OpenMP -- On the use of Linux Real-Time Features for RAN Packet Processing in Cloud Environments -- eBPF-based Extensible Paravirtualization.

Chapter "Compiler-Assisted Instrumentation Selection for Large-Scale C++ Codes" is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.

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