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Average Ratings 0 Ratings
Description
Flyte is a robust platform designed for automating intricate, mission-critical data and machine learning workflows at scale. It simplifies the creation of concurrent, scalable, and maintainable workflows, making it an essential tool for data processing and machine learning applications. Companies like Lyft, Spotify, and Freenome have adopted Flyte for their production needs. At Lyft, Flyte has been a cornerstone for model training and data processes for more than four years, establishing itself as the go-to platform for various teams including pricing, locations, ETA, mapping, and autonomous vehicles. Notably, Flyte oversees more than 10,000 unique workflows at Lyft alone, culminating in over 1,000,000 executions each month, along with 20 million tasks and 40 million container instances. Its reliability has been proven in high-demand environments such as those at Lyft and Spotify, among others. As an entirely open-source initiative licensed under Apache 2.0 and backed by the Linux Foundation, it is governed by a committee representing multiple industries. Although YAML configurations can introduce complexity and potential errors in machine learning and data workflows, Flyte aims to alleviate these challenges effectively. This makes Flyte not only a powerful tool but also a user-friendly option for teams looking to streamline their data operations.
Description
NServiceBus is the most user-friendly service bus for.NET. NServiceBus is used by more than 50,000 developers every day. NServiceBus is backed by a solid distributed development methodology and a global community of experts, consultants, and contributors. It offers enterprise-grade scalability for your workflows. NServiceBus is used extensively in mission-critical systems, business domains, and usage scenarios. NServiceBus' performance and scalability are proven and ready to take on the most difficult assignments. Reliable integration with automatic restarts. Reliable by default. With configurable mechanisms to retry failures using best practices in messaging and lessons learned from thousands production usage scenarios. Workflow and background task scheduling.
API Access
Has API
Yes
API Access
Has API
Yes
Integrations
AWS Batch
Yes
Amazon SageMaker
Yes
Apache Parquet
Yes
Apache Spark
Yes
Azure Cosmos DB
No
Databricks
Yes
Docker
No
Kubeflow
Yes
Kubernetes
Yes
MLflow
Yes
Integrations
AWS Batch
No
Amazon SageMaker
No
Apache Parquet
No
Apache Spark
No
Azure Cosmos DB
Yes
Databricks
No
Docker
Yes
Kubeflow
No
Kubernetes
No
MLflow
No
Pricing Details
Free
Free Trial
No
Free Version
Yes
Pricing Details
Free and paid tiers available with 24/7 critical support
Free Trial
Yes
Free Version
Yes
Deployment
Web-Based
No
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
Yes
Linux
Yes
Chromebook
No
Deployment
Web-Based
Yes
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
Yes
Mac
Yes
Linux
Yes
Chromebook
No
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
Yes
Customer Support
Business Hours
Yes
Live Rep (24/7)
Yes
Online Support
Yes
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
No
Types of Training
Training Docs
Yes
Webinars
Yes
Live Training (Online)
No
In Person
Yes
Vendor Details
Company Name
Union.ai
Founded
2020
Country
United States
Website
flyte.org
Vendor Details
Company Name
Particular Software
Country
Israel
Website
particular.net
Product Features
Machine Learning
Deep Learning
No
ML Algorithm Library
No
Model Training
No
Natural Language Processing (NLP)
No
Predictive Modeling
No
Statistical / Mathematical Tools
No
Templates
No
Visualization
No
Product Features
Application Development
Access Controls/Permissions
No
Code Assistance
No
Code Refactoring
No
Collaboration Tools
No
Compatibility Testing
No
Data Modeling
No
Debugging
No
Deployment Management
No
Graphical User Interface
No
Mobile Development
No
No-Code
No
Reporting/Analytics
No
Software Development
Yes
Source Control
No
Testing Management
No
Version Control
No
Web App Development
No
Enterprise Service Bus (ESB)
Data Source Connectors
No
Electronic Data Interchange (EDI)
No
Enterprise Application Integration
No
Enterprise Integration Patterns (EIP)
No
Integrations Management
No
Messaging
No