yichuan-w / MLsys_reading_listLinks
A record of reading list on some MLsys popular topic
☆16Updated 6 months ago
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- [NeurIPS 2025] ClusterFusion: Expanding Operator Fusion Scope for LLM Inference via Cluster-Level Collective Primitive☆18Updated last week
- ArkVale: Efficient Generative LLM Inference with Recallable Key-Value Eviction (NIPS'24)☆43Updated 9 months ago
- ☆123Updated 10 months ago
- [NeurIPS 2024] Efficient LLM Scheduling by Learning to Rank☆59Updated 10 months ago
- Scalable long-context LLM decoding that leverages sparsity—by treating the KV cache as a vector storage system.☆81Updated last week
- Research prototype of PRISM — a cost-efficient multi-LLM serving system with flexible time- and space-based GPU sharing.☆27Updated last month
- [EuroSys'25] Mist: Efficient Distributed Training of Large Language Models via Memory-Parallelism Co-Optimization☆17Updated last month
- Systems for GenAI☆143Updated 5 months ago
- ☆71Updated last year
- NEO is a LLM inference engine built to save the GPU memory crisis by CPU offloading☆62Updated 3 months ago
- ☆77Updated 3 years ago
- InfiniGen: Efficient Generative Inference of Large Language Models with Dynamic KV Cache Management (OSDI'24)☆154Updated last year
- ☆137Updated 2 months ago
- Stateful LLM Serving☆84Updated 6 months ago
- [OSDI'24] Serving LLM-based Applications Efficiently with Semantic Variable☆183Updated last year
- Official repository for the paper DynaPipe: Optimizing Multi-task Training through Dynamic Pipelines☆20Updated last year
- The official implementation for the intra-stage fusion technique introduced in https://arxiv.org/abs/2409.13221☆25Updated 5 months ago
- ☆55Updated last year
- High performance Transformer implementation in C++.☆134Updated 8 months ago
- 16-fold memory access reduction with nearly no loss☆105Updated 6 months ago
- A lightweight design for computation-communication overlap.☆171Updated last week
- A GPU-optimized system for efficient long-context LLMs decoding with low-bit KV cache.☆59Updated 3 weeks ago
- ☆47Updated last week
- DLSlime: Flexible & Efficient Heterogeneous Transfer Toolkit☆67Updated this week
- Artifact for "Marconi: Prefix Caching for the Era of Hybrid LLMs" [MLSys '25 Outstanding Paper Award, Honorable Mention]☆32Updated 6 months ago
- Compiler for Dynamic Neural Networks☆46Updated last year
- kvcached: Elastic KV cache for dynamic GPU sharing and efficient multi-LLM inference.☆93Updated this week
- ☆52Updated last year
- Canvas: End-to-End Kernel Architecture Search in Neural Networks☆27Updated 10 months ago
- Tile-based language built for AI computation across all scales☆59Updated last week