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Description
Our AI can choose from hundreds of database tuning knobs. It will take care of all the details so you can get your life back. You can monitor your database performance and adjust your configuration to meet changing workloads. OtterTune is designed for cloud databases and doesn't access any user data. Instead, it fine-tunes your DBaaS operations. OtterTune is more than a frontend to a few tools. It's a revolutionary machine-learning and machine training platform that allows the database backend to run in the best possible way, both now and in the future. OtterTune actively tunes your database using machine learning. Select a target objective to optimize (e.g. throughput, latency or cost) and OtterTune will automatically update 100+ configuration settings to help you achieve that target. Don't be surprised if there are outages or performance drops. OtterTune monitors and collects metrics about your workload.
Description
You can develop on your laptop, then scale the same Python code elastically across hundreds or GPUs on any cloud. Ray converts existing Python concepts into the distributed setting, so any serial application can be easily parallelized with little code changes. With a strong ecosystem distributed libraries, scale compute-heavy machine learning workloads such as model serving, deep learning, and hyperparameter tuning. Scale existing workloads (e.g. Pytorch on Ray is easy to scale by using integrations. Ray Tune and Ray Serve native Ray libraries make it easier to scale the most complex machine learning workloads like hyperparameter tuning, deep learning models training, reinforcement learning, and training deep learning models. In just 10 lines of code, you can get started with distributed hyperparameter tune. Creating distributed apps is hard. Ray is an expert in distributed execution.
API Access
Has API
Yes
API Access
Has API
Yes
Integrations
Amazon Aurora
Yes
Amazon EKS
No
Amazon RDS
Yes
Amazon SageMaker
No
Amazon Web Services (AWS)
No
Anyscale
No
Apache Airflow
No
Azure Kubernetes Service (AKS)
No
Dask
No
Databricks
No
Integrations
Amazon Aurora
No
Amazon EKS
Yes
Amazon RDS
No
Amazon SageMaker
Yes
Amazon Web Services (AWS)
Yes
Anyscale
Yes
Apache Airflow
Yes
Azure Kubernetes Service (AKS)
Yes
Dask
Yes
Databricks
Yes
Pricing Details
$550/per month
You can test up to three Amazon database instances during the 30-day free trial. After the trial period, each database costs $550 monthly if paid monthly. Yearly subscriptions are discounted by 10% and cost $495 per month.
Free Trial
Yes
Free Version
No
Pricing Details
Free
Open source. Consumption-based.
Free Trial
Yes
Free Version
Yes
Deployment
Web-Based
Yes
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Deployment
Web-Based
Yes
On-Premises
Yes
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
No
Live Rep (24/7)
No
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)
Yes
In Person
Yes
Vendor Details
Company Name
OtterTune
Founded
2020
Country
United States
Website
ottertune.com
Vendor Details
Company Name
Anyscale
Founded
2019
Country
United States
Website
ray.io
Product Features
Database
Backup and Recovery
No
Creation / Development
No
Data Migration
No
Data Replication
No
Data Search
No
Data Security
No
Database Conversion
No
Mobile Access
No
Monitoring
No
NOSQL
No
Performance Analysis
No
Queries
No
Relational Interface
No
Virtualization
No
Product Features
Deep Learning
Convolutional Neural Networks
No
Document Classification
No
Image Segmentation
No
ML Algorithm Library
No
Model Training
No
Neural Network Modeling
No
Self-Learning
No
Visualization
No
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
