yichuan-w / MLsys_reading_listLinks
A record of reading list on some MLsys popular topic
☆16Updated 7 months ago
Alternatives and similar repositories for MLsys_reading_list
Users that are interested in MLsys_reading_list are comparing it to the libraries listed below
Sorting:
- [NeurIPS'25 Spotlight] Adaptive Attention Sparsity with Hierarchical Top-p Pruning☆63Updated last week
- [NeurIPS 2025] ClusterFusion: Expanding Operator Fusion Scope for LLM Inference via Cluster-Level Collective Primitive☆47Updated last month
- ArkVale: Efficient Generative LLM Inference with Recallable Key-Value Eviction (NIPS'24)☆43Updated 10 months ago
- [NeurIPS 2024] Efficient LLM Scheduling by Learning to Rank☆62Updated last year
- Artifact for "Marconi: Prefix Caching for the Era of Hybrid LLMs" [MLSys '25 Outstanding Paper Award, Honorable Mention]☆42Updated 8 months ago
- [EuroSys'25] Mist: Efficient Distributed Training of Large Language Models via Memory-Parallelism Co-Optimization☆21Updated 3 months ago
- ☆124Updated 11 months ago
- Systems for GenAI☆145Updated 6 months ago
- Building the Virtuous Cycle for AI-driven LLM Systems☆82Updated this week
- The official implementation for the intra-stage fusion technique introduced in https://arxiv.org/abs/2409.13221☆26Updated 6 months ago
- Scalable long-context LLM decoding that leverages sparsity—by treating the KV cache as a vector storage system.☆98Updated last month
- InfiniGen: Efficient Generative Inference of Large Language Models with Dynamic KV Cache Management (OSDI'24)☆157Updated last year
- [OSDI'24] Serving LLM-based Applications Efficiently with Semantic Variable☆189Updated last year
- ☆75Updated 3 weeks ago
- ☆51Updated last month
- ☆147Updated 3 months ago
- ☆79Updated 3 years ago
- 16-fold memory access reduction with nearly no loss☆106Updated 7 months ago
- Stateful LLM Serving☆88Updated 7 months ago
- High performance Transformer implementation in C++.☆140Updated 9 months ago
- Supplemental materials for The ASPLOS 2025 / EuroSys 2025 Contest on Intra-Operator Parallelism for Distributed Deep Learning☆23Updated 5 months ago
- A GPU-optimized system for efficient long-context LLMs decoding with low-bit KV cache.☆61Updated 2 weeks ago
- DLSlime: Flexible & Efficient Heterogeneous Transfer Toolkit☆75Updated this week
- ☆57Updated last week
- ☆39Updated 3 months ago
- Open-source implementation for "Helix: Serving Large Language Models over Heterogeneous GPUs and Network via Max-Flow"☆69Updated 3 weeks ago
- Research prototype of PRISM — a cost-efficient multi-LLM serving system with flexible time- and space-based GPU sharing.☆44Updated 2 months ago
- ☆30Updated 3 weeks ago
- A lightweight design for computation-communication overlap.☆183Updated 3 weeks ago
- TritonBench: Benchmarking Large Language Model Capabilities for Generating Triton Operators☆89Updated 4 months ago