Efficient Resource Management for Multi-Agent System Execution on Parallel Architectures with OpenCL
This research focuses on efficiently managing memory and computing resources for executing multi-agent systems on parallel architectures using OpenCL. The study presents a hybrid approach involving population-level molecular virtual chemistry and individual-level virtual cells. The work enhances a p
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Relational Query Processing on OpenCL-based FPGAs
This study explores the efficient processing of relational queries on FPGA hardware using OpenCL, a programming language for heterogeneous computing environments. The evolution of FPGA architectures, optimization methods for OpenCL, and the benefits of kernel vectorization and compute units are disc
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Fast Noncontiguous GPU Data Movement in Hybrid MPI+GPU Environments
This research focuses on enabling efficient and fast noncontiguous data movement between GPUs in hybrid MPI+GPU environments. The study explores techniques such as MPI-derived data types to facilitate noncontiguous message passing and improve communication performance in GPU-accelerated systems. By
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