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What is Spinnaker?

Spinnaker is an open-source platform tailored for multi-cloud continuous delivery, facilitating swift and assured software deployments. Originally crafted by Netflix, it has established its dependability in production settings for various teams, accumulating millions of successful deployments. The platform features a powerful pipeline management system and integrates smoothly with major cloud service providers. Users can deploy applications across diverse cloud environments such as AWS EC2, Kubernetes, Google Compute Engine, Google Kubernetes Engine, Google App Engine, Microsoft Azure, Openstack, Cloud Foundry, and Oracle Cloud Infrastructure, with plans to support DC/OS in the future. It provides the means to create deployment pipelines capable of performing integration and system testing, dynamically managing server groups, and offering monitoring throughout the rollout processes. Pipelines can be initiated by a range of events, including git activities, Jenkins, Travis CI, Docker, CRON jobs, or even other Spinnaker pipelines. Additionally, Spinnaker allows for the development and deployment of immutable images, which contribute to quicker rollouts, simpler rollbacks, and help mitigate issues related to configuration drift that can be challenging to resolve. By harnessing these capabilities, Spinnaker empowers teams to enhance their software delivery workflows, fostering a more agile and efficient deployment approach. This adaptability not only improves team productivity but also promotes a culture of continuous improvement and innovation within organizations.

What is Amazon SageMaker Pipelines?

Amazon SageMaker Pipelines enables users to effortlessly create machine learning workflows using an intuitive Python SDK while also providing tools for managing and visualizing these workflows via Amazon SageMaker Studio. This platform enhances efficiency significantly by allowing users to store and reuse workflow components, which facilitates rapid scaling of tasks. Moreover, it includes a variety of built-in templates that help kickstart processes such as building, testing, registering, and deploying models, thus making it easier to adopt CI/CD practices within the machine learning landscape. Many users oversee multiple workflows that often include different versions of the same model, and the SageMaker Pipelines model registry serves as a centralized hub for tracking these versions, ensuring that the correct model can be selected for deployment based on specific business requirements. Additionally, SageMaker Studio enables seamless exploration and discovery of models, while users can leverage the SageMaker Python SDK to efficiently access these models, promoting collaboration and boosting productivity among teams. This holistic approach not only simplifies the workflow but also cultivates a flexible environment that accommodates the diverse needs of machine learning practitioners, making it a vital resource in their toolkit. It empowers users to focus on innovation and problem-solving rather than getting bogged down by the complexities of workflow management.

Media

Media

Integrations Supported

Amazon Web Services (AWS)
Amazon EC2
Amazon SageMaker
ChaosNative Litmus
Cloud Foundry
Cyral
Docker
Google Cloud Container Registry
Google Cloud Platform
Google Kubernetes Engine (GKE)
Jenkins
Kubernetes
Microsoft Azure
Opsani
Opsera
Ozone
Rackspace OpenStack
ReleaseIQ
Travis CI
effx

Integrations Supported

Amazon Web Services (AWS)
Amazon EC2
Amazon SageMaker
ChaosNative Litmus
Cloud Foundry
Cyral
Docker
Google Cloud Container Registry
Google Cloud Platform
Google Kubernetes Engine (GKE)
Jenkins
Kubernetes
Microsoft Azure
Opsani
Opsera
Ozone
Rackspace OpenStack
ReleaseIQ
Travis CI
effx

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Spinnaker

Date Founded

2015

Company Location

United States

Company Website

spinnaker.io

Company Facts

Organization Name

Amazon

Date Founded

2006

Company Location

United States

Company Website

aws.amazon.com/sagemaker/pipelines/

Categories and Features

Continuous Delivery

Application Lifecycle Management
Application Release Automation
Build Automation
Build Log
Change Management
Configuration Management
Continuous Deployment
Continuous Integration
Feature Toggles / Feature Flags
Quality Management
Testing Management

Continuous Integration

Build Log
Change Management
Configuration Management
Continuous Delivery
Continuous Deployment
Debugging
Permission Management
Quality Assurance Management
Testing Management

Categories and Features

Continuous Delivery

Application Lifecycle Management
Application Release Automation
Build Automation
Build Log
Change Management
Configuration Management
Continuous Deployment
Continuous Integration
Feature Toggles / Feature Flags
Quality Management
Testing Management

Continuous Integration

Build Log
Change Management
Configuration Management
Continuous Delivery
Continuous Deployment
Debugging
Permission Management
Quality Assurance Management
Testing Management

Machine Learning

Deep Learning
ML Algorithm Library
Model Training
Natural Language Processing (NLP)
Predictive Modeling
Statistical / Mathematical Tools
Templates
Visualization

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