专题：Parallel Computing and Optimization Techniques

This cluster of papers focuses on parallel computing, performance optimization, and various aspects of multicore and heterogeneous computing. It covers topics such as GPU computing, memory systems, benchmarking, power management, simulation platforms, and high-performance computing.
最新文献
EAGLE-3: Scaling up Inference Acceleration of Large Language Models via Training-Time Test

conference-paper Full Text OpenAlex

Phoenix: Rowhammer Attacks on DDR5 with Self-Correcting Synchronization

conference-paper Full Text OpenAlex

DeepServeCB: SLO-Aware and Cost-Aware Elastic Scheduling for Serverless Multi-Tenant LLM Inference

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TokenPool-Scheduler: Token-Level GPU Pooling and Resource Slicing for Multi-Model Co-Location

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Review of large YOLOv8 and RT-DETR energy efficiency on edge devices for real-time detection

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High-performance training and inference for deep equivariant interatomic potentials

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CAGR: A Cross-Accelerator Graph Optimization Framework for Efficient Recommender System Inference

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AthenaK : A Performance-portable Version of the Athena++ Adaptive Mesh Refinement Framework

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A Survey on Inference Optimization Techniques for Mixture of Experts Models

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ComStar: Compression-Aware Stream Query for Heterogeneous Hybrid Architecture

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近5年高被引文献
Suspending OpenMP Tasks on Asynchronous Events: Extending the Taskwait Construct

conference-paper Full Text OpenAlex 13141 FWCI935.9238

Run, Don't Walk: Chasing Higher FLOPS for Faster Neural Networks

conference-paper Full Text OpenAlex 2514 FWCI269.3705

Efficient Memory Management for Large Language Model Serving with PagedAttention

conference-paper Full Text OpenAlex 1795 FWCI318.6604

Submitted Publication

dataset Full Text OpenAlex 1319 FWCI0

FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness

conference-paper Full Text OpenAlex 1207 FWCI132.6232

PyTorch 2: Faster Machine Learning Through Dynamic Python Bytecode Transformation and Graph Compilation

conference-paper Full Text OpenAlex 734 FWCI224.1848

MobileNetV4: Universal Models for the Mobile Ecosystem

conference-paper Full Text OpenAlex 679 FWCI140.6333

The Computational Limits of Deep Learning

conference-paper Full Text OpenAlex 538 FWCI40.082

The SHARK integral generation and digestion system

article Full Text OpenAlex 538 FWCI27.7777

TPU v4: An Optically Reconfigurable Supercomputer for Machine Learning with Hardware Support for Embeddings

conference-paper Full Text OpenAlex 513 FWCI91.6239