UMass-LIDS / ProteusLinks
Proteus: A High-Throughput Inference-Serving System with Accuracy Scaling
☆13Updated last year
Alternatives and similar repositories for Proteus
Users that are interested in Proteus are comparing it to the libraries listed below
Sorting:
- ☆37Updated 2 months ago
- Artifacts for our ASPLOS'23 paper ElasticFlow☆52Updated last year
- LLM serving cluster simulator☆108Updated last year
- Official repository for the paper DynaPipe: Optimizing Multi-task Training through Dynamic Pipelines☆20Updated last year
- ☆51Updated 2 years ago
- Bamboo is a system for running large pipeline-parallel DNNs affordably, reliably, and efficiently using spot instances.☆51Updated 2 years ago
- Compiler for Dynamic Neural Networks☆46Updated last year
- AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)☆84Updated 2 years ago
- An interference-aware scheduler for fine-grained GPU sharing☆144Updated 7 months ago
- ☆50Updated 8 months ago
- Open-source implementation for "Helix: Serving Large Language Models over Heterogeneous GPUs and Network via Max-Flow"☆63Updated 9 months ago
- ☆25Updated 2 years ago
- ☆24Updated 3 years ago
- A resilient distributed training framework☆94Updated last year
- Artifact of OSDI '24 paper, ”Llumnix: Dynamic Scheduling for Large Language Model Serving“☆62Updated last year
- A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems☆200Updated last month
- REEF is a GPU-accelerated DNN inference serving system that enables instant kernel preemption and biased concurrent execution in GPU sche…☆100Updated 2 years ago
- LLM Inference analyzer for different hardware platforms☆87Updated last month
- ☆81Updated 2 years ago
- [ACM EuroSys 2023] Fast and Efficient Model Serving Using Multi-GPUs with Direct-Host-Access☆57Updated 3 weeks ago
- ☆50Updated 2 months ago
- ☆51Updated last year
- ☆24Updated last year
- ☆19Updated last year
- This repository is established to store personal notes and annotated papers during daily research.☆144Updated 3 weeks ago
- Paella: Low-latency Model Serving with Virtualized GPU Scheduling☆61Updated last year
- ☆23Updated last year
- TACCL: Guiding Collective Algorithm Synthesis using Communication Sketches☆75Updated 2 years ago
- [ICML 2024] Serving LLMs on heterogeneous decentralized clusters.☆27Updated last year
- ☆75Updated 3 years ago