Overview

This volume LNCS 14480 constitutes the refereed proceedings of the International Workshop, LCPC 2023, in Lexington, KY, USA, held during October 2023.   The 10 full papers presented together with 3 short papers were carefully reviewed and selected from 14 submissions. The conference focuses on mobile computing to big data and training of AI systems.

Full Product Details

Author:   Henry Dietz
Publisher:   Springer Nature Switzerland AG
Imprint:   Springer Nature Switzerland AG
ISBN:  

9783032024350

ISBN 10:   3032024358
Pages:   224
Publication Date:   01 November 2025
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Not yet available  
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Table of Contents

.- SEER: An on-node Performance-Portable C++ Library for Heterogeneous Systems. .- Comparing Llama-2 and GPT-3 LLMs for HPC kernels generation. .- Benchmarking Operators in Deep Neural Networks for Improving Performance Portability of SYCL. .- COMPASS: A Combined Parallel Subscripted Subscript Benchmark Suite. .- Tiling parameters prediction using Machine Learning techniques. .- Efficiently Exploiting Irregular Parallelism Using Keys at Scale. .- Automatic Deep Learning Parallelization for Vector Multicore Chips with the OSCAR Parallelizing and the TVM Open-Source Deep Learning Compiler. .- A Parallel Hybrid Genetic Search for the Capacitated VRP with Pickup and Delivery. .- Performance-Portable Tensor Transpositions in MLIR. .- Quantum Circuit Resizing via Serial Execution. .- Generating memory allocators from the ground up. .- A Multiple Compiler Framework for Improved Performance. .- PEAK: Generating High-Performance Schedules in MLIR. .- Answer-set programming — An Introduction Based on Sudoku and (Thomas G.) Room Arrangements.

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