001452049 000__ 06071cam\a2200649\i\4500 001452049 001__ 1452049 001452049 003__ OCoLC 001452049 005__ 20230310003338.0 001452049 006__ m\\\\\o\\d\\\\\\\\ 001452049 007__ cr\cn\nnnunnun 001452049 008__ 230112s2022\\\\sz\a\\\\o\\\\\101\0\eng\d 001452049 019__ $$a1357015359 001452049 020__ $$a9783031232206$$q(electronic bk.) 001452049 020__ $$a3031232208$$q(electronic bk.) 001452049 020__ $$z9783031232190 001452049 020__ $$z3031232194 001452049 0247_ $$a10.1007/978-3-031-23220-6$$2doi 001452049 035__ $$aSP(OCoLC)1356891390 001452049 040__ $$aYDX$$beng$$erda$$epn$$cYDX$$dGW5XE$$dEBLCP$$dOCLCQ 001452049 049__ $$aISEA 001452049 050_4 $$aQA76.88 001452049 08204 $$a004.1/1$$223/eng/20230112 001452049 1112_ $$aISC High Performance (Conference)$$n(37th :$$d2022 :$$cHamburg, Germany ; Online) 001452049 24510 $$aHigh performance computing :$$bISC High Performance 2022 international workshops, Hamburg, Germany, May 29-June 2, 2022 : revised selected papers /$$cHartwig Anzt, Amanda Bienz, Piotr Luszczek, Marc Baboulin (eds.). 001452049 264_1 $$aCham :$$bSpringer,$$c[2022] 001452049 264_4 $$c©2022 001452049 300__ $$a1 online resource (x, 396 pages) :$$billustrations (chiefly color). 001452049 336__ $$atext$$btxt$$2rdacontent 001452049 337__ $$acomputer$$bc$$2rdamedia 001452049 338__ $$aonline resource$$bcr$$2rdacarrier 001452049 4901_ $$aLecture notes in computer science ;$$v13387 001452049 500__ $$aSelected conference proceedings. 001452049 500__ $$aConference held in hybrid format. 001452049 500__ $$aIncludes author index. 001452049 5050_ $$aIntro -- Preface -- Organization -- Contents -- Compiler-Assisted Correctness Checking and Performance Optimization for HPC -- Preface to the Third Workshop on Compiler-Assisted Correctness Checking and Performance Optimization for HPC (C3PO'22) -- 1 Introduction -- 2 Organization -- 2.1 Organizing Committee -- 2.2 Program Committee -- 3 Program -- 3.1 Invited Talk -- 3.2 Research Papers -- Compiler-Assisted Instrumentation Selection for Large-Scale C++ Codes -- 1 Introduction -- 2 Related Work -- 3 Tailored Instrumentation for OpenFOAM -- 3.1 Design and Limitations of InstRO 001452049 5058_ $$a4 The CaPI Instrumentation Toolchain -- 4.1 Instrumentation Workflow -- 4.2 Implementation -- 4.3 Score-P Integration -- 5 Evaluation on OpenFOAM -- 6 Usability and Validation Impediments -- 7 Discussion -- 8 Conclusion and Future Work -- References -- Lightweight Array Contraction by Trace-Based Polyhedral Analysis -- 1 Introduction -- 2 Background -- 2.1 Polyhedral Model -- 2.2 Array Contraction -- 3 Related Work -- 4 Our Approach -- 4.1 Overview of the Approach -- 4.2 Generating Input Parameter Instances -- 4.3 Inferring a Mapping on a Trace -- 4.4 Interpolation -- 5 Experimental Results 001452049 5058_ $$a5.1 Experimental Setup -- 5.2 Results -- 6 Conclusion -- References -- Detecting Scale-Induced Overflow Bugs in Production HPC Codes -- 1 Introduction -- 2 Tracing Algorithm Extension -- 2.1 Fortran Support -- 3 Evaluation -- 4 Related Work -- 5 Conclusion -- References -- HPC on Heterogeneous Hardware (H3) -- AI Benchmarking for Science: Efforts from the MLCommons Science Working Group -- 1 Introduction -- 2 MLCommons Science Working Group -- 2.1 About the Working Group -- 2.2 Science Benchmarking -- 2.3 Policies for Benchmarking -- 3 Benchmarks for the First Release 001452049 5058_ $$a3.1 Cloud Masking (cloud-mask) -- 3.2 STEMDL (stemdl) -- 3.3 CANDLE-UNO (candle-uno) -- 3.4 Time Series Evolution Operator (tevelop) -- 4 Results from Initial Evaluations -- 4.1 Results for the cloud-mask Benchmark -- 4.2 Results for the stemdl Benchmark -- 4.3 Results for the candle-uno Benchmark -- 4.4 Results for the tevelop Benchmark -- 5 Conclusions -- References -- Performance Analysis of Matrix Multiplication for Deep Learning on the Edge -- 1 Introduction -- 2 Blocked Algorithms for GEMM -- 2.1 The Baseline Algorithm for GEMM -- 2.2 A Family of Algorithms for GEMM 001452049 5058_ $$a3 A Performance Simulator for GEMM Algorithms -- 3.1 IoT Architecture Model -- 3.2 Validation -- 4 Performance Analysis -- 5 Discussion and Future Work -- References -- Strategies for Efficient Execution of Pipelined Conjugate Gradient Method on GPU Systems -- 1 Introduction -- 2 Related Work -- 3 Background -- 4 Methodology -- 4.1 Hybrid-PIPECG-1 Method -- 4.2 Hybrid-PIPECG-2 Method -- 4.3 Hybrid-PIPECG-3 Method -- 5 Experiments and Results -- 6 Conclusion and Future Work -- References -- A Multi-Level Platform-Independent GPU API for High-Level Programming Models -- 1 Introduction 001452049 506__ $$aAccess limited to authorized users. 001452049 520__ $$aThis book constitutes the refereed conference proceedings of the workshops held at the 37th International ISC High Performance 2022 Conference, in Hamburg, Germany, in June 2, 2022. The 27 full papers were included in this book were carefully reviewed and selected from 43 submissions. ISC High Performance 2022 presents the following workshops: Compiler-assisted Correctness Checking and Performance Optimization for HPC HPC on Heterogeneous Hardware (H3) Malleability Techniques Applications in High Performance Computing Fifth Workshop on Interactive High Performance Computing 3rd ISC HPC International Workshop on Monitoring & Operational Data Analytics 6th International Workshop on In Situ Visualization 17th Workshop on Virtualization in High Performance Cloud Computing. 001452049 588__ $$aOnline resource; title from PDF title page (SpringerLink, viewed January 12, 2023). 001452049 650_0 $$aHigh performance computing$$vCongresses. 001452049 655_7 $$aConference papers and proceedings.$$2lcgft 001452049 655_0 $$aElectronic books. 001452049 7001_ $$aAnzt, Hartwig,$$eeditor. 001452049 7001_ $$aBienz, Amanda,$$eeditor. 001452049 7001_ $$aLuszczek, Piotr,$$eeditor. 001452049 7001_ $$aBaboulin, Marc,$$eeditor. 001452049 77608 $$iPrint version: $$z3031232194$$z9783031232190$$w(OCoLC)1351554902 001452049 830_0 $$aLecture notes in computer science ;$$v13387. 001452049 852__ $$bebk 001452049 85640 $$3Springer Nature$$uhttps://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-3-031-23220-6$$zOnline Access$$91397441.1 001452049 909CO $$ooai:library.usi.edu:1452049$$pGLOBAL_SET 001452049 980__ $$aBIB 001452049 980__ $$aEBOOK 001452049 982__ $$aEbook 001452049 983__ $$aOnline 001452049 994__ $$a92$$bISE