mental2008 / awesome-papers
Here are my personal paper reading notes (including cloud computing, resource management, systems, machine learning, deep learning, and other interesting stuffs).
☆50Updated 2 months ago
Related projects ⓘ
Alternatives and complementary repositories for awesome-papers
- ☆56Updated 2 years ago
- AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)☆78Updated last year
- Curated collection of papers in machine learning systems☆163Updated last month
- An interference-aware scheduler for fine-grained GPU sharing☆110Updated 6 months ago
- LLM serving cluster simulator☆81Updated 6 months ago
- Artifact of OSDI '24 paper, ”Llumnix: Dynamic Scheduling for Large Language Model Serving“☆57Updated 5 months ago
- A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems☆132Updated last month
- ☆37Updated 3 years ago
- An experimental parallel training platform☆52Updated 7 months ago
- SpotServe: Serving Generative Large Language Models on Preemptible Instances☆101Updated 8 months ago
- PipeSwitch: Fast Pipelined Context Switching for Deep Learning Applications☆124Updated 2 years ago
- Artifacts for our ASPLOS'23 paper ElasticFlow☆52Updated 6 months ago
- This repository is established to store personal notes and annotated papers during daily research.☆89Updated this week
- ☆48Updated last year
- ☆52Updated last week
- REEF is a GPU-accelerated DNN inference serving system that enables instant kernel preemption and biased concurrent execution in GPU sche…☆85Updated last year
- A resilient distributed training framework☆85Updated 7 months ago
- Artifacts for our NSDI'23 paper TGS☆68Updated 5 months ago
- Paella: Low-latency Model Serving with Virtualized GPU Scheduling☆57Updated 6 months ago
- DISB is a new DNN inference serving benchmark with diverse workloads and models, as well as real-world traces.☆54Updated 3 months ago
- ☆256Updated 9 months ago
- ☆41Updated last year
- [ICML 2024] Serving LLMs on heterogeneous decentralized clusters.☆15Updated 6 months ago
- A Deep Learning Cluster Scheduler☆37Updated 3 years ago
- paper and its code for AI System☆215Updated 2 months ago
- Bamboo is a system for running large pipeline-parallel DNNs affordably, reliably, and efficiently using spot instances.☆47Updated last year
- InfiniGen: Efficient Generative Inference of Large Language Models with Dynamic KV Cache Management (OSDI'24)☆79Updated 4 months ago
- Helios Traces from SenseTime☆48Updated 2 years ago
- Stateful LLM Serving☆38Updated 3 months ago
- TACCL: Guiding Collective Algorithm Synthesis using Communication Sketches☆63Updated last year