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Larch: Learned Query Optimization for Semantic Predicates

 Query Engines  Content type: Academic
arxiv.org·

FMplex: Model Virtualization for Serving Extensible Foundation Models

 ⚙️ML Systems  Content type: Academic
arxiv.org·

AutoMegaKernel: A Statically-Checked Agent Harness for Self-Retargeting Megakernel Synthesis

 🖥️GPU Computing  Content type: Academic

GF-DiT: Scheduling Parallelism for Diffusion Transformer Serving

 🚀ML Inference  Content type: Academic
arxiv.org·

StageFrontier: Synchronization-Aware Stage Accounting for Distributed ML Training

 🧠Deep Learning  Content type: Academic
arxiv.org·

Piper: A Programmable Distributed Training System

 🛠️Compilers  Content type: Academic
arxiv.org·

Communication Strategy Selection for Multi-GPU 3D FDTD with Convolutional Perfectly Matched Boundary Layers

 🖥️GPU Computing  Content type: Academic
arxiv.org·

TinyContainer: Container Runtime Middleware Enabling Multi-tenant Microcontrollers with Built-in Security

 🚀ML Inference  Content type: Academic
arxiv.org·

Large-Scale Regularized Matching on GPU Clusters

 🧠Deep Learning  Content type: Academic
arxiv.org·

Determination Provenance: From Ambiguity to Algebra

 Query Engines  Content type: Academic
arxiv.org·

SpectrumKV: Per-Token Mixed-Precision KV Cache Transfer for Prefill-Decode Disaggregated LLM Serving

 🚀ML Inference  Content type: Academic
arxiv.org·

P-Cast Precision in FP8 Attention: Sink-Induced Collapse and the Optimality of S=2^8

 🚀ML Inference  Content type: Academic
arxiv.org·

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