the proceedings contain 31 papers. the topics discussed include: highperformancecomputing in science and engineering;towards grid implementations of metaheuristics for hard combinatorial optimization problems;a new ...
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ISBN:
(纸本)076952446X
the proceedings contain 31 papers. the topics discussed include: highperformancecomputing in science and engineering;towards grid implementations of metaheuristics for hard combinatorial optimization problems;a new multi-processor architecture for parallel lazy cyclic reference counting;reconfigurable optical interconnection system supporting concurrent application-specific parallel computing;managing the execution of large scale MPI applications on computational grids;function outlining and partial inlining;reusing traces in a dynamic conditional execution architecture;cooperation of neighboring PEs in clustered architectures;a new parallel environment for interactive simulations implementing safe multithreading with MPI;a time petri-net-based approach for software synthesis considering overheads;and analyzing and improving clustering based sampling for microprocessor simulation.
the proceedings contain 22 papers. the topics discussed include: towards production code effective portability among vector machines and microprocessors-based architectures;data segmentation management infrastructure ...
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ISBN:
(纸本)0769527043
the proceedings contain 22 papers. the topics discussed include: towards production code effective portability among vector machines and microprocessors-based architectures;data segmentation management infrastructure in a database grid;detecting malicious manipulation in grid environments;policy-based resource allocation in hierarchical virtual organizations for global grids;a speculative trace reuse architecture with reduced hardware requirements;controlling the power and area of neural branch predictors for practical implementation in high-performance processors;a run-time system for efficient execution of scientific workflows on distributed environments;dual-thread speculation: two threads in the machine are worth eight in the bush;characterizing the performance of data management systems on hyper-threaded architectures;and ultra-fast CPU performance prediction: extending the monte carlo approach.
the proceedings contain 18 papers. the topics discussed include: exploring federated learning to trace depression in social media with language models;computing seismic attributes with deep-learning models;DASS: dynam...
ISBN:
(纸本)9798350381603
the proceedings contain 18 papers. the topics discussed include: exploring federated learning to trace depression in social media with language models;computing seismic attributes with deep-learning models;DASS: dynamic adaptive sub-target specialization;optimizing microservices performance and resource utilization through containerized grouping: an experimental study;assessing the performance of an architecture-aware optimization tool for neural networks;an exploratory study of deep learning for predicting computational tasks behavior in HPC systems;exploring federated learning to trace depression in social media with language models;computing seismic attributes with deep-learning models;and energy consumption analysis of instruction cache prefetching methods.
the proceedings contain 23 papers. the topics discussed include: performance modeling and estimation of a configurable output stationary neural network accelerator;NeurOPar, a neural network-driven EDP optimization st...
ISBN:
(纸本)9798350305487
the proceedings contain 23 papers. the topics discussed include: performance modeling and estimation of a configurable output stationary neural network accelerator;NeurOPar, a neural network-driven EDP optimization strategy for parallel workloads;exploiting the potential of flexible processing units;reverse time migration with lossy and lossless wavefield compression;performance tuning for GPU-embedded systems: machine-learning-based and analytical model-driven tuning methodologies;WCSim: a cloud computing simulator with support for bag of tasks workflows;performance modeling of MARE2DEM’s adaptive mesh refinement for makespan estimation;and comparing performance and portability between CUDA and SYCL for protein database search on NVIDIA, AMD, and Intel GPUs.
the proceedings contain 19 papers. the special focus in this conference is on Computational Diffusion MRI. the topics include: Ground-Truth Effects in Learning-Based Fiber Orientation Distribution Estimation in&#...
ISBN:
(纸本)9783031869198
the proceedings contain 19 papers. the special focus in this conference is on Computational Diffusion MRI. the topics include: Ground-Truth Effects in Learning-Based Fiber Orientation Distribution Estimation in Neonatal Brains;synthesizing 3D Axon Morphology: Springs are All We Need;Randomly COMMITting: Iterative Convex Optimization for Microstructure-Informed Tractography;AID-DTI: Accelerating high-Fidelity Diffusion Tensor Imaging with Detail-Preserving Model-Based Deep Learning;multi-dimensional Parameter Space Exploration for Streamline-Specific Tractography;cross-Domain Fiber Cluster Shape Analysis for Language performance Cognitive Score Prediction;can Transfer Learning Improve Supervised Segmentation of White Matter Bundles in Glioma Patients?;Image Quality Transfer of Diffusion MRI Guided By high-Resolution Structural MRI;QID2: An Image-Conditioned Diffusion Model for Q-Space Up-Sampling of DWI Data;Ts-FWE: Token-Aware Single-Shell Free Water Estimation for Brain Diffusion MRI;Assessing Early Motor System Degeneration in the Spinal Cord of ALS Patients Using Diffusion MRI: An Exploratory Study;RobNODDI: Robust NODDI Parameter Estimation with Adaptive Sampling Under Continuous Representation;introducing QuantConn: Overcoming Challenging Diffusion Acquisitions with Harmonization;Learning Low-Rank Tensor Approximation for GPU-Based Tractography;deep Multivariate Autoencoder for Capturing Complexity in Brain Structure and Behaviour Relationships;heritability and Genetic Correlations Along the Corticospinal Tract;corpus Callosum Parcellation Methods: What Can Tractography Tell Us About them?.
the proceedings contain 16 papers. the topics discussed include: outline of a thick control flow architecture;a dynamic load balance algorithm for the S4 parallel stream processing engine;a processor workload distribu...
ISBN:
(纸本)9781509048441
the proceedings contain 16 papers. the topics discussed include: outline of a thick control flow architecture;a dynamic load balance algorithm for the S4 parallel stream processing engine;a processor workload distribution algorithm for massively parallel applications;parallelism and scalability: a solution focused on the cloud computing processing service billing;task scheduling in sucuri dataflow library;synchronization-free automatic parallelization for arbitrarily nested affine loops;thread footprint analysis for the design of multithreaded applications and multicore systems;a hybrid parallel algorithm for the auction algorithm in multicore systems;and dataflow to hardware synthesis framework on FPGAs.
the proceedings contain 63 papers. the topics discussed include: automated GPU grid geometry selection for OpenMP kernels;effect of network topology on the performance of ADMM-based SVMs;exploring the potential of nex...
ISBN:
(纸本)9781538677698
the proceedings contain 63 papers. the topics discussed include: automated GPU grid geometry selection for OpenMP kernels;effect of network topology on the performance of ADMM-based SVMs;exploring the potential of next generation software-defined in-memory frameworks;a fault-tolerant agent-based architecture for transient servers in fog computing;deep learning on large-scale muticore clusters;accelerating deep neural network training for action recognition on a cluster of GPUs;balancing load of GPU subsystems to accelerate image reconstruction in parallel beam tomography;high-performance ensembles of online sequential extreme learning machine for regression and time series forecasting;a machine learning approach for parameter screening in earthquake simulation;adaptive partitioning for iterated sequences of irregular OpenCL kernels;highly scalable stencil-based matrix-free stochastic estimator for the diagonal of the inverse;and adaptive scheduling of collocated applications using a task-based runtime system.
the proceedings contain 32 papers. the topics discussed include: multi-level parallelism in the computational modeling of the heart;computational characteristics of production seismic migration and its performance on ...
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ISBN:
(纸本)9780769530147
the proceedings contain 32 papers. the topics discussed include: multi-level parallelism in the computational modeling of the heart;computational characteristics of production seismic migration and its performance on novel processor architectures;exploring novel parallelization technologies for 3-D imaging applications;low-cost techniques for reducing branch context pollution in a soft realtime embedded multithreaded processor;predicting loop termination to boost speculative thread-level parallelism in embedded applications;performance improvement of the parallel lattice Boltzmann method through blocked data distributions;a scalable parallel deduplication algorithm;impacts of multiprocessor configurations on workloads in bioinformatics;efficient hardware for modular exponentiation using the sliding-window method with variable-length partitioning;and optimized math functions for a fixed-point DSP architecture.
the proceedings contain 22 papers. the topics discussed include: accurate and low-overhead dynamic detection and prediction of program phases using branch signatures;aggressive scheduling and speculation in multithrea...
the proceedings contain 22 papers. the topics discussed include: accurate and low-overhead dynamic detection and prediction of program phases using branch signatures;aggressive scheduling and speculation in multithreaded architectures: is it worth its salt?;an optimization mechanism intended for two-level cache hierarchy to improve energy and performance using the NSGAII algorithm;on simulated annealing for the scheduling of parallel applications;controlling processes reassignment in BSP applications;a highperformance massively parallel approach for real time deformable body physics simulation;a methodology for developing high fidelity communication models for large-scale applications targeted on multicore systems;and ORBIT: effective issue queue soft-error vulnerability mitigation on simultaneous multithreaded architectures using operand readiness-based instruction dispatch.
the proceedings contain 26 papers. the topics discussed include: towards seismic wave modeling on heterogeneous many-core architectures using task-based runtime system;GPU-accelerated high-speed eye pupil tracking sys...
ISBN:
(纸本)9781467380119
the proceedings contain 26 papers. the topics discussed include: towards seismic wave modeling on heterogeneous many-core architectures using task-based runtime system;GPU-accelerated high-speed eye pupil tracking system;performance and energy efficient hardware-based scheduler for symmetric/asymmetric CMPs;analysis and optimization of engines for dynamically typed languages;progressive co-design of an architecture and compiler using a proxy application;unifying router power gating with data placement for energy-efficient NoC;fusion of calling sites;watt watcher: fine-grained power estimation for emerging workloads;performance characterization of modern databases on out-of-order CPUs;and non-stationary simulation of computer systems and dynamic performance evaluation: a concern-based approach and case study on cloud computing.
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