rickypinci / BATCH
BATCH: Adaptive Batching for Efficient MachineLearning Serving on Serverless Platforms
☆9Updated 3 years ago
Alternatives and similar repositories for BATCH:
Users that are interested in BATCH are comparing it to the libraries listed below
- The source code of INFless,a native serverless platform for AI inference.☆38Updated 2 years ago
- ☆23Updated last year
- ☆49Updated 2 years ago
- Helios Traces from SenseTime☆53Updated 2 years ago
- A benchmark suite for evaluating FaaS scheduler.☆22Updated 2 years ago
- Serverless optimizations☆51Updated last year
- ☆34Updated last year
- HeliosArtifact☆20Updated 2 years ago
- ☆37Updated 3 years ago
- Metis: Learning to Schedule Long-Running Applications in Shared Container Clusters with at Scale☆18Updated 4 years ago
- Kubernetes Scheduler Simulator☆108Updated 8 months ago
- Lucid: A Non-Intrusive, Scalable and Interpretable Scheduler for Deep Learning Training Jobs☆53Updated last year
- ☆47Updated 3 months ago
- ☆41Updated 9 months ago
- ☆16Updated last year
- ☆11Updated 4 years ago
- ☆41Updated 2 years ago
- Artifacts for our SIGCOMM'22 paper Muri☆41Updated last year
- a deep learning-driven scheduler for elastic training in deep learning clusters☆29Updated 4 years ago
- Artifact for "Shockwave: Fair and Efficient Cluster Scheduling for Dynamic Adaptation in Machine Learning" [NSDI '23]☆43Updated 2 years ago
- AQUATOPE: QoS-and-Uncertainty-Aware Resource Management for Multi-Stage Serverless Workflows (ASPLOS'23)☆23Updated last year
- Codebase for Autothrottle (NSDI 2024)☆45Updated last year
- Code for "Heterogenity-Aware Cluster Scheduling Policies for Deep Learning Workloads", which appeared at OSDI 2020☆127Updated 8 months ago
- ☆186Updated 5 years ago
- Artifacts for our NSDI'23 paper TGS☆75Updated 10 months ago
- Tiresias is a GPU cluster manager for distributed deep learning training.☆152Updated 4 years ago
- A Deep Learning Cluster Scheduler☆37Updated 4 years ago
- ☆20Updated 3 years ago
- Artifacts for our ASPLOS'23 paper ElasticFlow☆51Updated 11 months ago
- ☆17Updated 2 years ago