yichuan-w / MLsys_reading_listLinks
A record of reading list on some MLsys popular topic
☆16Updated 8 months ago
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- ArkVale: Efficient Generative LLM Inference with Recallable Key-Value Eviction (NIPS'24)☆46Updated 11 months ago
- [NeurIPS'25 Spotlight] Adaptive Attention Sparsity with Hierarchical Top-p Pruning☆69Updated 2 weeks ago
- [NeurIPS 2025] ClusterFusion: Expanding Operator Fusion Scope for LLM Inference via Cluster-Level Collective Primitive☆49Updated 2 months ago
- [NeurIPS 2024] Efficient LLM Scheduling by Learning to Rank☆64Updated last year
- Systems for GenAI☆147Updated 7 months ago
- ☆123Updated last year
- [EuroSys'25] Mist: Efficient Distributed Training of Large Language Models via Memory-Parallelism Co-Optimization☆21Updated 3 months ago
- Scalable long-context LLM decoding that leverages sparsity—by treating the KV cache as a vector storage system.☆99Updated 2 months ago
- ☆79Updated 3 years ago
- InfiniGen: Efficient Generative Inference of Large Language Models with Dynamic KV Cache Management (OSDI'24)☆161Updated last year
- ☆79Updated last month
- Building the Virtuous Cycle for AI-driven LLM Systems☆92Updated last week
- Efficient Reinforcement Learning for Language Models☆43Updated last week
- [HPCA 2026] A GPU-optimized system for efficient long-context LLMs decoding with low-bit KV cache.☆63Updated last week
- [OSDI'24] Serving LLM-based Applications Efficiently with Semantic Variable☆196Updated last year
- Research prototype of PRISM — a cost-efficient multi-LLM serving system with flexible time- and space-based GPU sharing.☆46Updated 3 months ago
- [ASPLOS'25] Towards End-to-End Optimization of LLM-based Applications with Ayo☆51Updated 3 months ago
- ☆61Updated last month
- Artifact for "Marconi: Prefix Caching for the Era of Hybrid LLMs" [MLSys '25 Outstanding Paper Award, Honorable Mention]☆46Updated 8 months ago
- Supplemental materials for The ASPLOS 2025 / EuroSys 2025 Contest on Intra-Operator Parallelism for Distributed Deep Learning☆24Updated 6 months ago
- ☆52Updated 2 months ago
- [DAC'25] Official implement of "HybriMoE: Hybrid CPU-GPU Scheduling and Cache Management for Efficient MoE Inference"☆90Updated 5 months ago
- Stateful LLM Serving☆89Updated 8 months ago
- DLSlime: Flexible & Efficient Heterogeneous Transfer Toolkit☆82Updated this week
- The official implementation for the intra-stage fusion technique introduced in https://arxiv.org/abs/2409.13221☆26Updated 7 months ago
- ☆39Updated 3 months ago
- A framework for generating realistic LLM serving workloads☆82Updated last month
- Official repository for the paper DynaPipe: Optimizing Multi-task Training through Dynamic Pipelines☆20Updated last year
- 16-fold memory access reduction with nearly no loss☆108Updated 8 months ago
- NEO is a LLM inference engine built to save the GPU memory crisis by CPU offloading☆69Updated 5 months ago