This page contains a list of presentations and demos. If you'd like to add a presentation or demo here,
please send a pull request.
| Presentation/Demo |
Presenters |
| Distributed Machine Learning
Patterns |
Yuan Tang |
| KubeCon 2019: Introducing KFServing:
Serverless Model Serving on Kubernetes |
Dan Sun, Ellis Tarn |
| KubeCon 2019: Advanced Model Inferencing
Leveraging KNative, Istio & Kubeflow Serving |
Animesh Singh, Clive Cox |
| KubeflowDojo: KFServing - Production Model
Serving Platform |
Animesh Singh, Tommy Li |
| NVIDIA: Accelerate and Autoscale
Deep Learning Inference on GPUs with KFServing |
Dan Sun, David Goodwin |
| KF Community: KFServing - Enabling
Serverless Workloads Across Model Frameworks |
Ellis Tarn |
| KubeflowDojo: Demo - KFServing End to End
through Notebook |
Animesh Singh, Tommy Li |
| KubeflowDojo: Demo - KFServing with Kafka
and Kubeflow Pipelines |
Animesh Singh |
| Anchor
MLOps Podcast: Serving Models with KFServing |
David Aponte, Demetrios Brinkmann |
| Kubeflow 101: What is KFServing? |
Stephanie Wong |
| ICML
2020, Workshop on Challenges in Deploying and Monitoring Machine Learning Systems : Serverless
inferencing on Kubernetes |
Clive Cox |
| Serverless Practitioners Summit 2020:
Serverless Machine Learning Inference with KFServing |
Clive Cox, Yuzhui Liu |
| MLOps Meetup: KServe Live Coding Session
|
Theofilos Papapanagiotou |
| KubeCon AI Days 2021: Serving Machine
Learning Models at Scale Using KServe |
Yuzhui Liu |
| KubeCon 2021: Serving Machine Learning
Models at Scale Using KServe |
Animesh Singh |
| KubeCon China 2021: Accelerate Federated
Learning Model Deployment with KServe |
Fangchi Wang & Jiahao Chen |
| KubeCon AI Days 2022: Exploring ML Model
Serving with KServe |
Alexa Nicole Griffith |
| KubeCon AI Days 2022: Enhancing the
Performance Testing Process for gRPC Model Inferencing at Scale |
Ted Chang, Paul Van Eck |
| KubeCon Edge Days 2022: Model Serving at the
Edge Made Easier |
Paul Van Eck |
| KnativeCon 2022: How We Built an ML
inference Platform with Knative |
Dan Sun |
| KubeCon EU 2023: The state and future of cloud native model
serving |
Dan Sun, Theofilos Papapanagiotou |