Kyrie-Zhao / awesome-real-time-AILinks
This is a list of awesome edgeAI inference related papers.
☆97Updated 2 years ago
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:
- ☆78Updated 2 years ago
- MobiSys#114☆22Updated 2 years ago
- ☆212Updated last year
- ☆102Updated last year
- Model-less Inference Serving☆92Updated 2 years ago
- Official Repo for "SplitQuant / LLM-PQ: Resource-Efficient LLM Offline Serving on Heterogeneous GPUs via Phase-Aware Model Partition and …☆35Updated 4 months ago
- DISB is a new DNN inference serving benchmark with diverse workloads and models, as well as real-world traces.☆57Updated last year
- A curated list of awesome projects and papers for AI on Mobile/IoT/Edge devices. Everything is continuously updating. Welcome contributio…☆44Updated 2 years ago
- ☆38Updated 6 months ago
- ☆21Updated 3 years ago
- Source code for the paper: "A Latency-Predictable Multi-Dimensional Optimization Framework forDNN-driven Autonomous Systems"☆22Updated 4 years ago
- SOTA Learning-augmented Systems☆37Updated 3 years ago
- A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup☆35Updated 2 years ago
- AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)☆92Updated 2 years ago
- ☆25Updated 2 years ago
- Proteus: A High-Throughput Inference-Serving System with Accuracy Scaling☆12Updated last year
- Multi-Instance-GPU profiling tool☆58Updated 2 years ago
- The open-source project for "Mandheling: Mixed-Precision On-Device DNN Training with DSP Offloading"[MobiCom'2022]☆19Updated 3 years ago
- LLMServingSim: A HW/SW Co-Simulation Infrastructure for LLM Inference Serving at Scale☆167Updated 5 months ago
- ☆164Updated last year
- ☆52Updated 3 years ago
- LLM serving cluster simulator☆128Updated last year
- Experimental deep learning framework written in Rust☆15Updated 3 years ago
- PipeEdge: Pipeline Parallelism for Large-Scale Model Inference on Heterogeneous Edge Devices☆37Updated last year
- PipeSwitch: Fast Pipelined Context Switching for Deep Learning Applications☆127Updated 3 years ago
- Open-source implementation for "Helix: Serving Large Language Models over Heterogeneous GPUs and Network via Max-Flow"☆74Updated 2 months ago
- ☆41Updated 5 years ago
- This repository is established to store personal notes and annotated papers during daily research.☆169Updated last week
- A GPU-accelerated DNN inference serving system that supports instant kernel preemption and biased concurrent execution in GPU scheduling.☆44Updated 3 years ago
- LLM Inference analyzer for different hardware platforms☆97Updated 3 weeks ago