ucbrise / cirrus
Serverless ML Framework
☆107Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for cirrus
- Exploiting Cloud Services for Cost-Effective, SLO-Aware Machine Learning Inference Serving☆36Updated 4 years ago
- Wukong: A scalable and locality-enhanced serverless parallel framework (ACM SoCC'20)☆73Updated 2 weeks ago
- Elastic ephemeral storage☆118Updated 2 years ago
- A stateful serverless platform☆238Updated last year
- Serverless for all computation☆41Updated last year
- ☆34Updated 7 years ago
- Code for Ernest☆32Updated last year
- Fine-grained GPU sharing primitives☆140Updated 4 years ago
- Tensorflow is a computational library using data flow graphs for scalable machine learning, and Tensorflow-RDMA is the implementation ov…☆59Updated last year
- Machine learning on serverless platform☆8Updated 2 years ago
- GPU-specialized parameter server for GPU machine learning.☆100Updated 6 years ago
- Runtime Tracing Library for TensorFlow☆42Updated 5 years ago
- ☆82Updated 2 years ago
- Tiresias is a GPU cluster manager for distributed deep learning training.☆149Updated 4 years ago
- Code for "Heterogenity-Aware Cluster Scheduling Policies for Deep Learning Workloads", which appeared at OSDI 2020☆125Updated 3 months ago
- Code for the benchmarks presented in https://www.usenix.org/conference/atc18/presentation/boucher☆12Updated 5 years ago
- A universal workflow system for exactly-once DAGs☆23Updated last year
- PipeSwitch: Fast Pipelined Context Switching for Deep Learning Applications☆124Updated 2 years ago
- ☆21Updated last year
- A framework for measuring coldstart latency, io/network throughput, and more in AWS Lambda☆75Updated 5 years ago
- An Efficient Dynamic Resource Scheduler for Deep Learning Clusters☆41Updated 7 years ago
- Model-less Inference Serving☆82Updated last year
- Fast, predictable data analytics based on (and API-compatible with) Apache Spark☆25Updated 7 years ago
- Enhanced networking support for TensorFlow. Maintained by SIG-networking.☆97Updated 3 years ago
- ☆47Updated last year
- Fast and Adaptive Distributed Machine Learning for TensorFlow, PyTorch and MindSpore.☆293Updated 8 months ago
- ☆18Updated 6 years ago
- ☆23Updated last year
- ☆20Updated 5 years ago