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Description
Anyscale is a configurable AI platform that unifies tools and infrastructure to accelerate the development, deployment, and scaling of AI and Python applications using Ray. At its core is RayTurbo, an enhanced version of the open-source Ray framework, optimized for faster, more reliable, and cost-effective AI workloads, including large language model inference. The platform integrates smoothly with popular developer environments like VSCode and Jupyter notebooks, allowing seamless code editing, job monitoring, and dependency management. Users can choose from flexible deployment models, including hosted cloud services, on-premises machine pools, or existing Kubernetes clusters, maintaining full control over their infrastructure. Anyscale supports production-grade batch workloads and HTTP services with features such as job queues, automatic retries, Grafana observability dashboards, and high availability. It also emphasizes robust security with user access controls, private data environments, audit logs, and compliance certifications like SOC 2 Type II. Leading companies report faster time-to-market and significant cost savings with Anyscale’s optimized scaling and management capabilities. The platform offers expert support from the original Ray creators, making it a trusted choice for organizations building complex AI systems.
Description
Spot Ocean empowers users to harness the advantages of Kubernetes while alleviating concerns about infrastructure management, all while offering enhanced cluster visibility and significantly lower expenses.
A crucial inquiry is how to effectively utilize containers without incurring the operational burdens tied to overseeing the underlying virtual machines, while simultaneously capitalizing on the financial benefits of Spot Instances and multi-cloud strategies.
To address this challenge, Spot Ocean is designed to operate within a "Serverless" framework, effectively managing containers by providing an abstraction layer over virtual machines, which facilitates the deployment of Kubernetes clusters without the need for VM management.
Moreover, Ocean leverages various compute purchasing strategies, including Reserved and Spot instance pricing, and seamlessly transitions to On-Demand instances as required, achieving an impressive 80% reduction in infrastructure expenditures.
As a Serverless Compute Engine, Spot Ocean streamlines the processes of provisioning, auto-scaling, and managing worker nodes within Kubernetes clusters, allowing developers to focus on building applications rather than managing infrastructure.
This innovative approach not only enhances operational efficiency but also enables organizations to optimize their cloud spending while maintaining robust performance and scalability.
API Access
Has API
No
API Access
Has API
No
Integrations
Kubernetes
Yes
AWS Inferentia
Yes
AWS Trainium
Yes
Amazon Web Services (AWS)
Yes
CloudCheckr
No
Google Cloud Platform
Yes
LiteLLM
Yes
Llama 2
Yes
Microsoft Azure
Yes
MindMac
Yes
Integrations
Kubernetes
Yes
AWS Inferentia
No
AWS Trainium
No
Amazon Web Services (AWS)
No
CloudCheckr
Yes
Google Cloud Platform
No
LiteLLM
No
Llama 2
No
Microsoft Azure
No
MindMac
No
Pricing Details
$0.00006 per minute
CPU Only from $0.00006/min
Instances containing:
NVIDIA T4 from $0.00246/min
NVIDIA L4 from $0.00414/min
NVIDIA A10G from $0.00591/min
NVIDIA L40S from $0.01089/min
NVIDIA Tesla V100 from $0.01492/min
NVIDIA A100 40GB from $0.02149/min
NVIDIA A100 80GB from $0.02941/min
AWS Trainium from $0.00784/min
AWS Inferentia from $0.00445/min
Instances containing:
NVIDIA T4 from $0.00246/min
NVIDIA L4 from $0.00414/min
NVIDIA A10G from $0.00591/min
NVIDIA L40S from $0.01089/min
NVIDIA Tesla V100 from $0.01492/min
NVIDIA A100 40GB from $0.02149/min
NVIDIA A100 80GB from $0.02941/min
AWS Trainium from $0.00784/min
AWS Inferentia from $0.00445/min
Free Trial
Yes
Free Version
No
Pricing Details
No price information available.
Free Trial
Yes
Free Version
No
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
No
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
Yes
Customer Support
Business Hours
Yes
Live Rep (24/7)
No
Online Support
Yes
Types of Training
Training Docs
Yes
Webinars
Yes
Live Training (Online)
Yes
In Person
No
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
No
Vendor Details
Company Name
Anyscale
Founded
2019
Country
United States
Website
www.anyscale.com/product
Vendor Details
Company Name
Spot by NetApp
Founded
2015
Country
United States
Website
spot.io/product/ocean/
Product Features
Artificial Intelligence
Chatbot
No
For Healthcare
No
For Sales
No
For eCommerce
No
Image Recognition
No
Machine Learning
No
Multi-Language
No
Natural Language Processing
No
Predictive Analytics
No
Process/Workflow Automation
No
Rules-Based Automation
No
Virtual Personal Assistant (VPA)
No
Product Features
Cloud Management
Access Control
Yes
Billing & Provisioning
Yes
Capacity Analytics
Yes
Cost Management
Yes
Demand Monitoring
Yes
Multi-Cloud Management
Yes
Performance Analytics
Yes
SLA Management
Yes
Supply Monitoring
Yes
Workflow Approval
Yes
Container Management
Access Control
No
Application Development
No
Automatic Scaling
No
Build Automation
No
Container Health Management
No
Container Storage
No
Deployment Automation
No
File Isolation
No
Hybrid Deployments
No
Network Isolation
No
Orchestration
No
Shared File Systems
No
Version Control
No
Virtualization
No
Infrastructure-as-a-Service (IaaS)
Analytics / Reporting
No
Configuration Management
No
Data Migration
No
Data Security
No
Load Balancing
No
Log Access
No
Network Monitoring
No
Performance Monitoring
No
SLA Monitoring
No
Server Management
CPU Monitoring
Yes
Credential Management
Yes
Database Servers
Yes
Email Monitoring
Yes
Event Logs
Yes
History Tracking
Yes
Patch Management
Yes
Scheduling
Yes
User Activity Monitoring
Yes
Virtual Machine Monitoring
Yes
Serverless
API Proxy
No
Application Integration
No
Data Stores
No
Developer Tooling
No
Orchestration
No
Reporting / Analytics
No
Serverless Computing
No
Storage
No
