ucbrise / cirrusLinks
Serverless ML Framework
☆106Updated 3 years ago
Alternatives and similar repositories for cirrus
Users that are interested in cirrus are comparing it to the libraries listed below
Sorting:
- Elastic ephemeral storage☆119Updated 3 years ago
- A stateful serverless platform☆242Updated 2 years ago
- Wukong: A scalable and locality-enhanced serverless parallel framework (ACM SoCC'20)☆75Updated 7 months ago
- Exploiting Cloud Services for Cost-Effective, SLO-Aware Machine Learning Inference Serving☆37Updated 5 years ago
- Serverless for all computation☆42Updated 2 years ago
- Fine-grained GPU sharing primitives☆141Updated 5 years ago
- Machine learning on serverless platform☆9Updated 2 years ago
- A framework for measuring coldstart latency, io/network throughput, and more in AWS Lambda☆74Updated 6 years ago
- Tiresias is a GPU cluster manager for distributed deep learning training.☆154Updated 5 years ago
- An open source tool for testing and profiling FaaS and serverless platforms☆110Updated 4 months ago
- Model-less Inference Serving☆88Updated last year
- FaaSNet: Scalable and Fast Provisioning of Custom Serverless Container Runtimes at Alibaba Cloud Function Compute (USENIX ATC'21)☆55Updated 3 years ago
- Code for the benchmarks presented in https://www.usenix.org/conference/atc18/presentation/boucher☆12Updated 6 years ago
- ☆82Updated last week
- Code for Ernest☆33Updated last year
- Fast, predictable data analytics based on (and API-compatible with) Apache Spark☆25Updated 7 years ago
- ☆44Updated 3 years ago
- ☆35Updated 7 years ago
- PipeSwitch: Fast Pipelined Context Switching for Deep Learning Applications☆126Updated 3 years ago
- Fast and Adaptive Distributed Machine Learning for TensorFlow, PyTorch and MindSpore.☆294Updated last year
- ☆191Updated 5 years ago
- A benchmark suite for serverless computing☆224Updated 4 months ago
- Nightcore: Efficient and Scalable Serverless Computing for Latency-Sensitive, Interactive Microservices [ASPLOS '21]☆104Updated 3 years ago
- GPU-specialized parameter server for GPU machine learning.☆101Updated 7 years ago
- Enhanced networking support for TensorFlow. Maintained by SIG-networking.☆98Updated 3 years ago
- Tensorflow is a computational library using data flow graphs for scalable machine learning, and Tensorflow-RDMA is the implementation ov…☆58Updated 2 years ago
- Elastic Deep Learning for deep learning framework on Kubernetes☆173Updated last year
- ☆52Updated 2 years ago
- ☆30Updated 2 years ago
- Exoshuffle-CloudSort☆26Updated 2 years ago