Nuclio Serverless Functions
Nuclio is an open source and managed serverless platform used to minimize development and maintenance overhead and automate the deployment of data-science based applications
Automatically build and deploy Nuclio functions from Jupyter notebook here
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The simplest way to explore Nuclio is to run the Nuclio dashboard (you only need docker):
docker run -p 8070:8070 -v /var/run/docker.sock:/var/run/docker.sock nuclio/dashboard:stable-amd64
Browse to http://localhost:8070, deploy one of the example serverless functions or write your own. The dashboard, when running outside an orchestration platform (e.g. Kubernetes or Swarm), will simply be deployed to the local docker daemon.
The Getting Started With Nuclio On Kubernetes guide has a complete step-by-step guide to using Nuclio serverless functions over Kubernetes.
Use Cases
Real-Time Analytics and AI
Process various data and event streams, enrich them with historical or external data and run AI prediction or classification logic to drive real-time insights or actions (for example processing IoT sensor data, customers/app event feeds, image classification, etc.).
Data Transformation and Movement
Accept notifications from a data source, inspect, transform or replicate to another local or remote data repository using
custom logic (for example create thumbnails, audit or anonymization, data backup or synchronization, etc.).
APIs, UI and Bots
Use serverless functions to rapidly develop a mobile or web application backend (UI,
dashboards, chatbots), or custom APIs and services for external consumers.
IoT and Gateways
Run serverless functions on the edge device or gateway to collect and process local
telemetry data or run local services which can be centrally controlled from the cloud.
See examples here
Nuclio Comes With
- High Performance (~400k events per second)
- Kubernetes Support
- Management Dashboard
- GPU Support
- Multi-Tenancy
- Basic Monitoring and Logging
Nuclio Integrates With
Platforms
Triggers
Community
Articles
McKinsey Blog, September 26, 2023
McKinsey launches an open-source ecosystem for digital and AI projects
Iguazio Blog, August 23, 2022
From AutoML to AutoMLOps: Automated Logging & Tracking of ML
Iguazio Blog, June 21, 2022
Machine Learning Experiment Tracking from Zero to Hero in 2 Lines of Code
Iguazio Blog, April 8, 2022
Real-Time Streaming for Data Science
Towards Data Science, March 2, 2020
GPU-as-a-Service on KubeFlow
Iguazio Blog, Feb 19, 2020
MLOps Challenges, Solutions and Future Trends
Iguazio Blog, Feb 3, 2020
Orchestrating ML Pipelines at Scale with Kubeflow
Towards Data Science, April 25, 2019
Serverless: Can it Simplify Data Science Projects?
DevOps.com, March 29, 2019
Comparing Nuclio and AWS Lambda
The New Stack, February 7, 2019
How Serverless Platforms Could Power an Event-Driven AI Pipeline
Aithority, Oct 31, 2018
Iguazio’s New Nuclio Release Enables Serverless Agility for Enterprises Deploying Real-time Intelligent Applications
SDTimes, Oct 31, 2018
SD Times Blog: Getting a serverless reality check
SDTimes, Oct 30, 2018
SD Times news digest: Iguazio’s Nuclio release, Kotlin 1.3, and reCAPTCHA v3
siliconANGLE, Oct 30, 2018
Iguazio revamps its Nuclio serverless computing platform
The Stack, May 2, 2018
Serverless framework Nuclio Released for Enterprise Customers
The New Stack, Apr 10, 2018
Can Open-Source Serverless Be Simpler than AWS Lambda? A Test Case with Nuclio
SDX Central, Jan 19, 2018
Iguazio Boldly Taunts AWS’ Lambda with Nuclio Serverless Platform
siliconANGLE, Jan 8, 2018
Doting developers could make 2018 the year of serverless computing
RTInsights, Jan 5, 2018
Serverless Framework for Real-Time Apps Emerges
DZone, Dec 20, 2017
Faster AI Development with Serverless
Datanami, Dec 6, 2017
Iguazio Debuts the Nuclio Serverless Platform for Multi-Cloud and Edge Deployments
The News Stack, Oct 31, 2017
Nuclio and the Future of Serverless Computing
Hackernoon, Oct 19, 2017
Nuclio: The New Serverless Superhero
Presentations and Videos
Nuclio Demo
MLOps with Kubeflow, MLRun & DASK, May 11, 2020
Greg Hayes – MinneAnalytic Mondays (MAM)
MLOps Automation, April 12, 2020
Yaron Haviv (YouTube)
Iguazio getting started, Jan 22, 2020
Adi Hirschtein (YouTube)
Serverless Panel at DockerCon, May 2, 2019
Burton Rheutan, Pav Jimanov, Rupak Ganguly and Yaron Haviv
Kelsey Hightower Tweets, Oct 30, 2018
Asaf Somekh interviews Kelsey Hightower at Serverless NYC
The Future of Serverless, Oct 30, 2018
Yaron Haviv at Serverless NYC
TheCube, KubeCon + CloudNativeCon EU, May 2, 2018
Yaron Haviv on TheCube
CNCF Webinar Series – Taking Serverless and AI to the Next Level
Taking Serverless and AI to the Next Level
SolarWinds Innovative Summit Presentation
CNCF, State of Serverless & Project Nuclio
Webinar
TGI Kubernetes 022: Nuclio serverless system
Meetup
How to Go Serverless to Enable Faster and Simpler Analytics
SlideShare
Running High-Speed Serverless with Nuclio
SlideShare
Nuclio Overview
CNCF Serverless Working Group, Oct 1, 2017
iguazio Presents Nuclio
TheCube, BigData NYC, Sept 27, 2017
Yaron Haviv on TheCube