Kyrie-Zhao / awesome-real-time-AI
This is a list of awesome edgeAI inference related papers.
☆95Updated 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
- DISB is a new DNN inference serving benchmark with diverse workloads and models, as well as real-world traces.☆52Updated 8 months ago
- A curated list of awesome projects and papers for AI on Mobile/IoT/Edge devices. Everything is continuously updating. Welcome contributio…☆37Updated last year
- ☆99Updated last year
- PipeEdge: Pipeline Parallelism for Large-Scale Model Inference on Heterogeneous Edge Devices☆30Updated last year
- ☆77Updated last year
- LLM serving cluster simulator☆97Updated last year
- A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup☆34Updated 2 years ago
- ☆37Updated 3 years ago
- Source code for the paper: "A Latency-Predictable Multi-Dimensional Optimization Framework forDNN-driven Autonomous Systems"☆22Updated 4 years ago
- MobiSys#114☆21Updated last year
- Model-less Inference Serving☆88Updated last year
- ☆200Updated last year
- ☆47Updated 4 months ago
- ☆49Updated 2 years ago
- AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)☆81Updated last year
- The open-source project for "Mandheling: Mixed-Precision On-Device DNN Training with DSP Offloading"[MobiCom'2022]☆18Updated 2 years ago
- ☆40Updated 4 years ago
- zTT: Learning-based DVFS with Zero Thermal Throttling for Mobile Devices [MobiSys'21] - Artifact Evaluation☆25Updated 3 years ago
- Artifacts for our ASPLOS'23 paper ElasticFlow☆51Updated 11 months ago
- A Portable C Library for Distributed CNN Inference on IoT Edge Clusters☆83Updated 5 years ago
- ☆19Updated 2 years ago
- Official Repo for "LLM-PQ: Serving LLM on Heterogeneous Clusters with Phase-Aware Partition and Adaptive Quantization"☆29Updated last year
- This repository is established to store personal notes and annotated papers during daily research.☆117Updated this week
- Lucid: A Non-Intrusive, Scalable and Interpretable Scheduler for Deep Learning Training Jobs☆53Updated last year
- A GPU-accelerated DNN inference serving system that supports instant kernel preemption and biased concurrent execution in GPU scheduling.☆42Updated 2 years ago
- Artifacts for our SIGCOMM'22 paper Muri☆41Updated last year
- A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems☆163Updated 6 months ago
- PipeSwitch: Fast Pipelined Context Switching for Deep Learning Applications☆126Updated 2 years ago
- Multi-Instance-GPU profiling tool☆57Updated 2 years ago
- To deploy Transformer models in CV to mobile devices.☆18Updated 3 years ago