uclasystem / bambooLinks
Bamboo is a system for running large pipeline-parallel DNNs affordably, reliably, and efficiently using spot instances.
☆53Updated 2 years ago
Alternatives and similar repositories for bamboo
Users that are interested in bamboo are comparing it to the libraries listed below
Sorting:
- Artifacts for our ASPLOS'23 paper ElasticFlow☆55Updated last year
- AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)☆91Updated 2 years ago
- ☆51Updated 2 years ago
- Compiler for Dynamic Neural Networks☆46Updated 2 years ago
- A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems☆218Updated 3 months ago
- ☆38Updated 4 months ago
- ☆56Updated 4 years ago
- Dorylus: Affordable, Scalable, and Accurate GNN Training☆76Updated 4 years ago
- Helios Traces from SenseTime☆59Updated 3 years ago
- A resilient distributed training framework☆96Updated last year
- REEF is a GPU-accelerated DNN inference serving system that enables instant kernel preemption and biased concurrent execution in GPU sche…☆102Updated 2 years ago
- Open-source implementation for "Helix: Serving Large Language Models over Heterogeneous GPUs and Network via Max-Flow"☆72Updated last month
- Lucid: A Non-Intrusive, Scalable and Interpretable Scheduler for Deep Learning Training Jobs☆56Updated 2 years ago
- ☆23Updated last year
- PipeSwitch: Fast Pipelined Context Switching for Deep Learning Applications☆126Updated 3 years ago
- ☆27Updated last year
- ☆53Updated 10 months ago
- Artifacts for our SIGCOMM'22 paper Muri☆43Updated last year
- LLM serving cluster simulator☆119Updated last year
- Artifact for "Shockwave: Fair and Efficient Cluster Scheduling for Dynamic Adaptation in Machine Learning" [NSDI '23]☆45Updated 2 years ago
- Artifact of OSDI '24 paper, ”Llumnix: Dynamic Scheduling for Large Language Model Serving“☆63Updated last year
- Medusa: Accelerating Serverless LLM Inference with Materialization [ASPLOS'25]☆36Updated 6 months ago
- ☆23Updated 2 years ago
- ☆43Updated last year
- ☆21Updated last year
- An interference-aware scheduler for fine-grained GPU sharing☆150Updated 9 months ago
- TACCL: Guiding Collective Algorithm Synthesis using Communication Sketches☆76Updated 2 years ago
- An experimental parallel training platform☆56Updated last year
- [ACM EuroSys 2023] Fast and Efficient Model Serving Using Multi-GPUs with Direct-Host-Access☆57Updated 3 months ago
- SpotServe: Serving Generative Large Language Models on Preemptible Instances☆132Updated last year