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BandPilot: Towards Performance- and Contention-Aware GPU Dispatching in AI Clusters
Arxiv
0+阅读 · 1月6日
TTrace: Lightweight Error Checking and Diagnosis for Distributed Training
Arxiv
0+阅读 · 1月6日
TaNG: Modeling Packet Classification with TSS-assisted Neural Networks on GPUs
TaNG: Modeling Packet Classification with TSS-assisted Neural Networks on GPUs
Arxiv
0+阅读 · 1月6日
Neuro-Channel Networks: A Multiplication-Free Architecture by Biological Signal Transmission
Arxiv
0+阅读 · 1月5日
Performance Characterization of Distributed Deep Learning Strategies: A Quantitative Evaluation of DDP, FSDP, and Parameter Server Architectures on GPU Clusters
Arxiv
0+阅读 · 1月5日
HFRWKV: A High-Performance Fully On-Chip Hardware Accelerator for RWKV
Arxiv
0+阅读 · 1月5日
CuFuzz: Hardening CUDA Programs through Transformation and Fuzzing
Arxiv
0+阅读 · 1月3日
pMSz: A Distributed Parallel Algorithm for Correcting Extrema and Morse Smale Segmentations in Lossy Compression
Arxiv
0+阅读 · 1月5日
All-in-one Graph-based Indexing for Hybrid Search on GPUs
Arxiv
0+阅读 · 1月5日
Revati: Transparent GPU-Free Time-Warp Emulation for LLM Serving
Arxiv
0+阅读 · 1月1日
Adaptive GPU Resource Allocation for Multi-Agent Collaborative Reasoning in Serverless Environments
Arxiv
0+阅读 · 1月1日
Towards Fully-fledged GPU Multitasking via Proactive Memory Scheduling
Arxiv
0+阅读 · 1月2日
70% Size, 100% Accuracy: Lossless LLM Compression for Efficient GPU Inference via Dynamic-Length Float (DFloat11)
Arxiv
0+阅读 · 1月1日
Reliable and Resilient Collective Communication Library for LLM Training and Serving
Reliable and Resilient Collective Communication Library for LLM Training and Serving
Arxiv
0+阅读 · 2025年12月31日
Fast, Differentiable, GPU-Accelerated Ray Tracing for Multiple Diffraction and Reflection Paths
Arxiv
0+阅读 · 2025年12月31日
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