Animesh Singh
where else to find them
linkedin:animeshsingh1
what they talk about
all 12 in the filters
where they keep going back
- KubeCon + CloudNativeCon North America4 editions2017–2022
- Open Source Summit Latin America2 editions2022–2022
- Cloud Foundry Summit2 editions2014–2015
all 12 in the filters
on a stage with
all 11 in the filters
who talks about the same things
- Tommy Li17 talks
- Christian Kadner8 talks
- Yuan Tang23 talks
- Alejandro Saucedo33 talks
- Johnu George11 talks
- Ed Shee5 talks
| title | conference | date |
|---|---|---|
| Training AI To Code Using the Largest Code Dataset | KubeCon + CloudNativeCon North America 2022 | 2022-10-24 |
Project CodeNet is a 14 million–sample, 500 million–line dataset across 55 languages (CDLA v2) used with the Machine Learning Exchange to preprocess, subset… | ||
| Bringing ML Workflows to Heterogeneous Cloud Native Machine Learning Pla... | Open Source Summit Europe 2022: Open AI + Data Forum | 2022-09-13 |
KFP v2 IR provides a platform-neutral pipeline spec that lets Kubeflow Pipelines and Google Vertex AI share the same component-based representation; an… | ||
| Training AI To Code Using The Largest Code Dataset (Project CodeNet) | Open Source Summit Europe 2022: Open AI + Data Forum | 2022-09-13 |
Project CodeNet is a 14 million–sample, 500 million–line corpus across 55 languages that the team uses with Project CodeNet subsets, DataShim and the Machine… | ||
| MLSecOps with Automated Online and Offline ML Model Evaluations on Kubernetes | Open Source Summit Latin America 2022: Open AI + Data Forum | 2022-08-23 |
Open source tools run automated adversarial and fairness checks during training and at runtime using Adversarial Robustness Toolbox and AI Fairness 360, with… | ||
| MLSecOps with Automated Online and Offline ML Model Evaluations on Kubernetes | Open Source Summit Latin America 2022 | 2022-08-23 |
Demonstrates a concrete ML security stack: Adversarial Robustness Toolbox (Python) plus AIF360/XAI toolkits integrated into Kubeflow + KServe for online… | ||
| Model Serving at the Edge Made Easier | Kubernetes on Edge Day Europe 2022 | 2022-05-17 |
ModelMesh is deployed on a Jetson Nano running MicroShift and registers about 17 DenseNet ONNX models (~36 MB each) as ready; inference is sub-second when a… | ||
| Defending Against Adversarial Model Attacks Using Kubeflow | Kubernetes AI Day North America 2021 | 2021-10-12 |
Built pipelines that embed Adversarial Robustness Toolbox (ART) into Kubeflow Pipelines and a KFServing explainer to run attacks and defenses automatically… | ||
| Serving Machine Learning Models at Scale Using KServing | KubeCon + CloudNativeCon North America 2021 | 2021-10-11 |
KServe adds a Model Mesh component that packs many models into shared runtimes and routes to them using a distributed model mesh LRU cache, reducing per-model… | ||
| AI Pipelines Workflows and ML lineage using Tekton Pipelines | Open Source Summit + Embedded Linux Conference + OSPOCon 2021 | 2021-09-27 |
KubeFlow Pipelines gets ported to run on Tekton instead of Argo, providing a Python DSL plus KubeFlow Pipelines on Tekton execution. Metadata and lineage use… | ||
| End-to-end AI Marketplace with Execution Engine on Kubernetes | Open Source Summit + Embedded Linux Conference + OSPOCon 2021 | 2021-09-27 |
Announces an open catalog called machine learning exchange that registers datasets models pipelines components and notebooks, can run on Kubernetes/OpenShift… | ||
| Defending Against Adversarial Model Attacks using Kubeflow | Open Source Summit + Embedded Linux Conference + OSPOCon 2021 | 2021-09-27 |
Demonstrates concrete defenses by integrating the Adversarial Robustness Toolbox (ART) into Kubeflow Pipelines and KFServing, with payload logging for… | ||
| Stand up for ethical AI! How to detect and mitigate AI bias using Kubeflow | Kubernetes AI Day Europe 2021 | 2021-05-04 |
Shows a working Kubeflow pipeline that plugs IBM’s libraries into KFServing to detect and mitigate bias: AI Fairness 360 runs 70+ fairness metrics and exposes… | ||
| Advanced Model Inferencing Leveraging KNative, Istio & Kubeflow Serving | KubeCon + CloudNativeCon North America 2019 | 2019-11-18 |
Kubeflow Serving integrates Istio and Knative to deliver model serving with scale-to-zero and request‑based autoscaling, built-in canary traffic splitting, and… | ||
| Open Standards for Machine Learning Deployment | KubeCon + CloudNativeCon + Open Source Summit China 2019 | 2019-06-24 |
Covers practical adoption of open ML formats and concrete tradeoffs: PMML works well for classical models and metadata but lacks deep‑learning and custom ops… | ||
| Open Standards for Machine Learning Deployment | KubeCon + CloudNativeCon China 2019 | 2019-06-24 |
Compares practical deployment formats: PMML, PFA and ONNX, and how they map to scikit‑learn, Spark ML, TensorFlow, Keras and PyTorch. Reports strengths and… | ||
| Build an Event Driven Machine Learning Pipeline on Kubernetes | KubeCon + CloudNativeCon China 2019 | 2019-06-24 |
Join us for Kubernetes Forums Seoul, Sydney, Bengaluru and Delhi - learn more at kubecon.io
Don't miss KubeCon + CloudNativeCon 2020 events in Amsterdam March… | ||
| Build an Event Driven Machine Learning Pipeline on Kubernetes | KubeCon + CloudNativeCon + Open Source Summit China 2019 | 2019-06-24 |
Build an Event Driven Machine Learning Pipeline on Kubernetes - Animesh Singh & Hou Gang, IBM
AIOps as a field is becoming the need of the hour. With various… | ||
| Deploy and Use a Multiframework Distributed Deep Learning Platform on... | PyData Los Angeles 2018 | 2018-10-17 |
Fabric for Deep Learning (FfDL) is a Kubernetes microservice platform that runs training in containerized learners, stores data and models in object storage… | ||
| Enable your Microservices with Advanced Resiliency and Fault Tolerance Leveraging Istio | KubeCon + CloudNativeCon North America 2017 | 2017-12-06 |
Claims that Istio extracts resiliency from apps into the platform and uses Envoy sidecars, Pilot and Mixer to enforce routing, rate limits and circuit… | ||
| Apache OpenWhisk | Devoxx US 2017 | 2017-03-21 |
OpenWhisk is an Apache serverless platform on Bluemix that runs actions as Docker containers, uses Kafka for messaging and CouchDB/Cloudant for state, and… | ||
| Finding and Organizing a Great Cloud Foundry User Group | Cloud Foundry Summit 2015 | 2015-05-11 |
Practical playbook for starting a Cloud Foundry meetup: use Meetup.com for discovery, expect ~30–40% turnout of RSVPs, schedule on Tuesday–Thursday evenings… | ||
| Cloud Foundry and OpenStack | Cloud Foundry Summit 2014 | 2014-06-09 |
IBM and Rackspace report a working integration that deploys Cloud Foundry on OpenStack using Chef Fog BOSH and Ruby tooling, automating from bare metal to… | ||
| nothing matches | ||