Kyrie-Zhao / awesome-real-time-AI
This is a list of awesome edgeAI inference related papers.
☆96Updated last year
Alternatives and similar repositories for awesome-real-time-AI
Users that are interested in awesome-real-time-AI are comparing it to the libraries listed below
Sorting:
- ☆99Updated last year
- LLM serving cluster simulator☆99Updated last year
- A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup☆34Updated 2 years ago
- ☆48Updated 4 months ago
- Official Repo for "LLM-PQ: Serving LLM on Heterogeneous Clusters with Phase-Aware Partition and Adaptive Quantization"☆31Updated last year
- ☆37Updated 3 years ago
- MobiSys#114☆21Updated last year
- DISB is a new DNN inference serving benchmark with diverse workloads and models, as well as real-world traces.☆52Updated 8 months ago
- ☆77Updated last year
- AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)☆81Updated last year
- SOTA Learning-augmented Systems☆36Updated 2 years ago
- PipeEdge: Pipeline Parallelism for Large-Scale Model Inference on Heterogeneous Edge Devices☆31Updated last year
- A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems☆167Updated 7 months ago
- PipeSwitch: Fast Pipelined Context Switching for Deep Learning Applications☆126Updated 3 years ago
- ☆201Updated last year
- ☆49Updated 2 years ago
- Model-less Inference Serving☆88Updated last year
- LLMServingSim: A HW/SW Co-Simulation Infrastructure for LLM Inference Serving at Scale☆113Updated 2 months ago
- [ICML 2024] Serving LLMs on heterogeneous decentralized clusters.☆25Updated last year
- This repository is established to store personal notes and annotated papers during daily research.☆122Updated 3 weeks ago
- ☆14Updated 9 months ago
- Here are my personal paper reading notes (including cloud computing, resource management, systems, machine learning, deep learning, and o…☆98Updated last week
- An interference-aware scheduler for fine-grained GPU sharing☆133Updated 3 months ago
- Artifact of OSDI '24 paper, ”Llumnix: Dynamic Scheduling for Large Language Model Serving“☆60Updated 11 months ago
- Multi-Instance-GPU profiling tool☆57Updated 2 years ago
- Source code for the paper: "A Latency-Predictable Multi-Dimensional Optimization Framework forDNN-driven Autonomous Systems"☆22Updated 4 years ago
- SpotServe: Serving Generative Large Language Models on Preemptible Instances☆118Updated last year
- ☆24Updated last year
- Summary of some awesome work for optimizing LLM inference☆73Updated last month
- ☆40Updated 4 years ago