uclasystem / bambooLinks
Bamboo is a system for running large pipeline-parallel DNNs affordably, reliably, and efficiently using spot instances.
☆51Updated 2 years ago
Alternatives and similar repositories for bamboo
Users that are interested in bamboo are comparing it to the libraries listed below
Sorting:
- AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)☆85Updated 2 years ago
- Compiler for Dynamic Neural Networks☆46Updated last year
- Artifacts for our ASPLOS'23 paper ElasticFlow☆52Updated last year
- ☆51Updated 2 years ago
- A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems☆203Updated last month
- ☆56Updated 4 years ago
- Dorylus: Affordable, Scalable, and Accurate GNN Training☆76Updated 4 years ago
- 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
- A resilient distributed training framework☆94Updated last year
- Artifact for "Shockwave: Fair and Efficient Cluster Scheduling for Dynamic Adaptation in Machine Learning" [NSDI '23]☆45Updated 2 years ago
- ☆37Updated 2 months ago
- ☆47Updated 3 months ago
- PipeSwitch: Fast Pipelined Context Switching for Deep Learning Applications☆127Updated 3 years ago
- ☆24Updated last year
- Helios Traces from SenseTime☆57Updated 2 years ago
- Artifact of OSDI '24 paper, ”Llumnix: Dynamic Scheduling for Large Language Model Serving“☆62Updated last year
- ☆23Updated last year
- ☆22Updated last year
- Artifacts for our SIGCOMM'22 paper Muri☆42Updated last year
- Medusa: Accelerating Serverless LLM Inference with Materialization [ASPLOS'25]☆30Updated 4 months ago
- Open-source implementation for "Helix: Serving Large Language Models over Heterogeneous GPUs and Network via Max-Flow"☆64Updated 9 months ago
- ☆50Updated 8 months ago
- An experimental parallel training platform☆54Updated last year
- SpotServe: Serving Generative Large Language Models on Preemptible Instances☆128Updated last year
- Proteus: A High-Throughput Inference-Serving System with Accuracy Scaling☆13Updated last year
- LLM serving cluster simulator☆109Updated last year
- The source code of INFless,a native serverless platform for AI inference.☆40Updated 2 years ago
- HeliosArtifact☆20Updated 2 years ago
- An interference-aware scheduler for fine-grained GPU sharing☆145Updated 7 months ago
- Code for "Heterogenity-Aware Cluster Scheduling Policies for Deep Learning Workloads", which appeared at OSDI 2020☆129Updated last year