Automate the Data Science Pipeline with Serverless Functions

serverless functions
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

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Fastest Serverless Platform
Real-time performance running up to 400,000 function invocations per second
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No Lock-Ins
Portable across low laptops, edge, on-prem and multi-cloud deployments
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GPU Support
The first serverless platform supporting GPUs for optimized utilization and sharing
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Fast Deployment
Automated deployment to production in a few clicks from Jupyter notebook
Automatically build and deploy Nuclio functions from Jupyter notebook here
Automate Data Science From Development to Production
See examples here
Take Off: Get Started in 60 sec!

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 -v /tmp:/tmp nuclio/dashboard:stable-amd64

dashboard-function-templates

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.

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Use Cases
See examples here
Choose How to Work with Nuclio

Self Hosted

Free, Open Source
  • High Performance (~300k events per second)
  • Kubernetes Support
  • Management Dashboard
  • GPU Support
  • Multi-Tenancy
  • Basic Monitoring and Logging

Hosted

Enterprise Grade
  • High Performance (~300k events per second)
  • Kubernetes Support
  • Management Dashboard
  • GPU Support
  • Multi-Tenancy
  • Advanced Monitoring and Logging
  • Auto-Scaling and Scaling to Zero
  • Security – Authentication and Authorization, LDAP Integration
  • Resource Enforcement
  • Integration with ML tools: Spark, Tensorflow, Jupyter and more
  • Multi-Model Database with Time Series, Key-Value, SQL, Columnar
  • Quick Model Deployment From Jupyter Notebook to Serverless Functions
  • Shared Volume Across Functions
  • 24×7 Supprt
Nuclio Supports

Platforms

Triggers


Community

Articles

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

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