the proceedings contain 75 papers. the special focus in this conference is on parallelprocessing and appliedmathematics. the topics include: Enabling Mixed-Precision withthe Help of Tools: A Nekbone ...
ISBN:
(纸本)9783031856990
the proceedings contain 75 papers. the special focus in this conference is on parallelprocessing and appliedmathematics. the topics include: Enabling Mixed-Precision withthe Help of Tools: A Nekbone Case Study;Sparse Matrix Ordering for Fine Grain parallel Triangular Solve Using SIMD;Stabilizing the Block BiCG with Extended Precision: A Case Study;Exploring the Design Space for Message-Driven Systems for Dynamic Graph processing Using CCA;introducing the Arm-Membench throughput Benchmark;Segmentation of Aortic Valve Calcium Lesions Using FPGA Accelerators;parallel Maximal Common Subgraphs with Labels for Molecular Biology;PPQSort: Pattern parallel Quicksort;ACE: Algorithm-Independent Acceleration and parallelization of Clustering Implementations;Improved GPU Memory Management in Evolutionary Decision Tree Induction for Large-Scale Data;Multi-GPU Accelerated Rendering of Massive Scenes with Out-of-Core Support for CPU Memory;A GPU Implementation of McMurchie-Davidson Algorithm for Two-Electron Repulsion Integral Computation;measuring and Interpreting Dependent Task-Based Applications Performances;using parallel Performance Data to Classify parallel Algorithms;Tracing of GPU-Aware MPI Applications: First Benchmarks for the Angara Interconnect;Flexible Algorithms for Persistent MPI Allreduce Communication;Towards the Democratization and Standardization of Dynamic Resources with MPI Spawning;compiler Support for Semi-manual AoS-to-SoA Conversions with Data Views;cultural Heritage 3D Object Management with Integrated Automation Workflows;collaborative Learning as a Service – a Blueprint for a Cloud Based Rural IoTs Deployment Facility;High-Performance Implementation of the Optimized Event Generator for Strong-Field QED Plasma Simulations;GPU-Based Interval Optimization in the Context of Optical MIMO Systems.
the proceedings contain 75 papers. the special focus in this conference is on parallelprocessing and appliedmathematics. the topics include: Enabling Mixed-Precision withthe Help of Tools: A Nekbone ...
ISBN:
(纸本)9783031856969
the proceedings contain 75 papers. the special focus in this conference is on parallelprocessing and appliedmathematics. the topics include: Enabling Mixed-Precision withthe Help of Tools: A Nekbone Case Study;Sparse Matrix Ordering for Fine Grain parallel Triangular Solve Using SIMD;Stabilizing the Block BiCG with Extended Precision: A Case Study;Exploring the Design Space for Message-Driven Systems for Dynamic Graph processing Using CCA;introducing the Arm-Membench throughput Benchmark;Segmentation of Aortic Valve Calcium Lesions Using FPGA Accelerators;parallel Maximal Common Subgraphs with Labels for Molecular Biology;PPQSort: Pattern parallel Quicksort;ACE: Algorithm-Independent Acceleration and parallelization of Clustering Implementations;Improved GPU Memory Management in Evolutionary Decision Tree Induction for Large-Scale Data;Multi-GPU Accelerated Rendering of Massive Scenes with Out-of-Core Support for CPU Memory;A GPU Implementation of McMurchie-Davidson Algorithm for Two-Electron Repulsion Integral Computation;measuring and Interpreting Dependent Task-Based Applications Performances;using parallel Performance Data to Classify parallel Algorithms;Tracing of GPU-Aware MPI Applications: First Benchmarks for the Angara Interconnect;Flexible Algorithms for Persistent MPI Allreduce Communication;Towards the Democratization and Standardization of Dynamic Resources with MPI Spawning;compiler Support for Semi-manual AoS-to-SoA Conversions with Data Views;cultural Heritage 3D Object Management with Integrated Automation Workflows;collaborative Learning as a Service – a Blueprint for a Cloud Based Rural IoTs Deployment Facility;High-Performance Implementation of the Optimized Event Generator for Strong-Field QED Plasma Simulations;GPU-Based Interval Optimization in the Context of Optical MIMO Systems.
the proceedings contain 75 papers. the special focus in this conference is on parallelprocessing and appliedmathematics. the topics include: Enabling Mixed-Precision withthe Help of Tools: A Nekbone ...
ISBN:
(纸本)9783031857027
the proceedings contain 75 papers. the special focus in this conference is on parallelprocessing and appliedmathematics. the topics include: Enabling Mixed-Precision withthe Help of Tools: A Nekbone Case Study;Sparse Matrix Ordering for Fine Grain parallel Triangular Solve Using SIMD;Stabilizing the Block BiCG with Extended Precision: A Case Study;Exploring the Design Space for Message-Driven Systems for Dynamic Graph processing Using CCA;introducing the Arm-Membench throughput Benchmark;Segmentation of Aortic Valve Calcium Lesions Using FPGA Accelerators;parallel Maximal Common Subgraphs with Labels for Molecular Biology;PPQSort: Pattern parallel Quicksort;ACE: Algorithm-Independent Acceleration and parallelization of Clustering Implementations;Improved GPU Memory Management in Evolutionary Decision Tree Induction for Large-Scale Data;Multi-GPU Accelerated Rendering of Massive Scenes with Out-of-Core Support for CPU Memory;A GPU Implementation of McMurchie-Davidson Algorithm for Two-Electron Repulsion Integral Computation;measuring and Interpreting Dependent Task-Based Applications Performances;using parallel Performance Data to Classify parallel Algorithms;Tracing of GPU-Aware MPI Applications: First Benchmarks for the Angara Interconnect;Flexible Algorithms for Persistent MPI Allreduce Communication;Towards the Democratization and Standardization of Dynamic Resources with MPI Spawning;compiler Support for Semi-manual AoS-to-SoA Conversions with Data Views;cultural Heritage 3D Object Management with Integrated Automation Workflows;collaborative Learning as a Service – a Blueprint for a Cloud Based Rural IoTs Deployment Facility;High-Performance Implementation of the Optimized Event Generator for Strong-Field QED Plasma Simulations;GPU-Based Interval Optimization in the Context of Optical MIMO Systems.
the proceedings contain 77 papers. the special focus in this conference is on parallelprocessing and appliedmathematics. the topics include: Neural Nets with a Newton Conjugate Gradient Method on Mult...
ISBN:
(纸本)9783031304415
the proceedings contain 77 papers. the special focus in this conference is on parallelprocessing and appliedmathematics. the topics include: Neural Nets with a Newton Conjugate Gradient Method on Multiple GPUs;Exploring Techniques for the Analysis of Spontaneous Asynchronicity in MPI-parallel Applications;Cost and Performance Analysis of MPI-Based SaaS on the Private Cloud Infrastructure;building a Fine-Grained Analytical Performance Model for Complex Scientific Simulations;evaluation of Machine Learning Techniques for Predicting Run Times of Scientific Workflow Jobs;Smart Clustering of HPC Applications Using Similar Job Detection Methods;distributed Work Stealing in a Task-Based Dataflow Runtime;task Scheduler for Heterogeneous Data Centres Based on Deep Reinforcement Learning;Shisha: Online Scheduling of CNN Pipelines on Heterogeneous Architectures;General Framework for Deriving Reproducible Krylov Subspace Algorithms: BiCGStab Case;proactive Task Offloading for Load Balancing in Iterative Applications;language Agnostic Approach for Unification of Implementation Variants for Different Computing Devices;high Performance Dataframes from parallelprocessing Patterns;global Access to Legacy Data-Sets in Multi-cloud Applications with Onedata;MD-Bench: A Generic Proxy-App Toolbox for State-of-the-Art Molecular Dynamics Algorithms;Breaking Down the parallel Performance of GROMACS, a High-Performance Molecular Dynamics Software;GPU-Based Molecular Dynamics of Turbulent Liquid Flows with OpenMM;a Novel parallel Approach for Modeling the Dynamics of Aerodynamically Interacting Particles in Turbulent Flows;reliable Energy Measurement on Heterogeneous Systems–on–Chip Based Environments;distributed Objective Function Evaluation for Optimization of Radiation therapy Treatment Plans;a Generalized parallel Prefix Sums Algorithm for Arbitrary Size Arrays;GPU4SNN: GPU-Based Acceleration for Spiking Neural Network Simulations;Ant System Inspired Heuristic Optimization of UAVs Depl
the proceedings contain 77 papers. the special focus in this conference is on parallelprocessing and appliedmathematics. the topics include: Neural Nets with a Newton Conjugate Gradient Method on Mult...
ISBN:
(纸本)9783031304446
the proceedings contain 77 papers. the special focus in this conference is on parallelprocessing and appliedmathematics. the topics include: Neural Nets with a Newton Conjugate Gradient Method on Multiple GPUs;Exploring Techniques for the Analysis of Spontaneous Asynchronicity in MPI-parallel Applications;Cost and Performance Analysis of MPI-Based SaaS on the Private Cloud Infrastructure;building a Fine-Grained Analytical Performance Model for Complex Scientific Simulations;evaluation of Machine Learning Techniques for Predicting Run Times of Scientific Workflow Jobs;Smart Clustering of HPC Applications Using Similar Job Detection Methods;distributed Work Stealing in a Task-Based Dataflow Runtime;task Scheduler for Heterogeneous Data Centres Based on Deep Reinforcement Learning;Shisha: Online Scheduling of CNN Pipelines on Heterogeneous Architectures;General Framework for Deriving Reproducible Krylov Subspace Algorithms: BiCGStab Case;proactive Task Offloading for Load Balancing in Iterative Applications;language Agnostic Approach for Unification of Implementation Variants for Different Computing Devices;high Performance Dataframes from parallelprocessing Patterns;global Access to Legacy Data-Sets in Multi-cloud Applications with Onedata;MD-Bench: A Generic Proxy-App Toolbox for State-of-the-Art Molecular Dynamics Algorithms;Breaking Down the parallel Performance of GROMACS, a High-Performance Molecular Dynamics Software;GPU-Based Molecular Dynamics of Turbulent Liquid Flows with OpenMM;a Novel parallel Approach for Modeling the Dynamics of Aerodynamically Interacting Particles in Turbulent Flows;reliable Energy Measurement on Heterogeneous Systems–on–Chip Based Environments;distributed Objective Function Evaluation for Optimization of Radiation therapy Treatment Plans;a Generalized parallel Prefix Sums Algorithm for Arbitrary Size Arrays;GPU4SNN: GPU-Based Acceleration for Spiking Neural Network Simulations;Ant System Inspired Heuristic Optimization of UAVs Depl
the Floyd-Warshall algorithm is a widely utilized graph-based technique designed to address the all-pairs shortest path problem. However, its cubic time complexity O(n3) creates performance bottlenecks when applied to...
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the transition to large-scale new energy systems has greatly increased the complexity, volume, and multidimensionality of power data in the cloud, making data management more challenging and potentially risking the sa...
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In fields like robotics and factory automation (FA), an ultra-low delay vision system has emerged as a critical tool. this system processes videos at an astonishing 1000 frames per second (fps), with each frame being ...
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ISBN:
(纸本)9798350367164;9798350367157
In fields like robotics and factory automation (FA), an ultra-low delay vision system has emerged as a critical tool. this system processes videos at an astonishing 1000 frames per second (fps), with each frame being processed within 1 millisecond (1-ms). Camera pose estimation plays a crucial role by providing real-time and accurate spatial information, enabling rapid response and precise control of production processes in such systems. Existing works mainly focus on general purpose use (60fps) while less of the focus on specific use (1000fps). this paper proposed an ultra-low delay camera pose estimation method designed to meet the stringent requirements of modern FA systems. the spatial constrained and candidate expanded parallel matching is proposed for accelerating 3D-2D matching process. Spatial constrain utilizes the tiny movements between adjacent frames to shrink the search range to decrease the probability of matching conflicts. And candidate expansion increases the candidate matching points to guarantee the quality of matching between 2D and 3D spaces, which increases parallelism and enhances efficiency of the 3D-2D matching process. Experiments are conducted using a 1000 fps camera with resolution of 640 x 360 . the proposed method demonstrated robust performance across horizontal, vertical, and random camera movements, achieving an average Relative Pose Error (RPE) of 0.5 cm for translation and 0.4 degrees for rotation respectively.
Achieving high accuracy in various Language Models (LMs) and Large Language Models (LLMs) relies heavily on extensive training datasets. However, as natural languages evolve, words change form, and new words emerge, n...
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the proceedings contain 138 papers. the topics discussed include: efficient parking lot management system for parking attendants based on real-time impulsive sound detection and voice command recognition;impact of PON...
ISBN:
(纸本)9798350309249
the proceedings contain 138 papers. the topics discussed include: efficient parking lot management system for parking attendants based on real-time impulsive sound detection and voice command recognition;impact of PON network range and laser power on GPON and XGSPON coexistence system;enhancing breast cancer classification using ensemble techniques and feature selection algorithms;diabetic retinopathy detection using modified U-Net architecture and artificial metaplasticity algorithm;brain tumor classification using DenseNet and U-net convolutional neural networks;a comparative analysis of branch-cut and quality-guided algorithms for inSAR interferogram;classification of multi-view mammogram images using a parallel pre-trained models system;and deep learning approaches for plant diseases identification and classification: a comprehensive review.
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