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Federator.ai Reviews & Product Details

DW
Software Engineer
Small-Business(50 or fewer emp.)
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Validated Reviewer
Verified Current User
Review source: Organic
What do you like best about Federator.ai?

Its self-evolved machine-learning algorithms can pretty much accurately capture application workloads. It gives me the confidence to follow its timely recommendations to allocate cloud resources. Review collected by and hosted on G2.com.

What do you dislike about Federator.ai?

It’s not a SaaS application, it’s a standalone containerized application running on Kubernetes. Some industries with a strict information security policy, such as banking or telecom, will love it, but I personally prefer SaaS. Review collected by and hosted on G2.com.

What problems is Federator.ai solving and how is that benefiting you?

In my company, we’ve got both VM (on-prem) and Kubernetes (cloud) environments, and it is difficult to have a comprehensive view of resource utilization. Federator.ai do release the drudgery of resource management. Resource utilization can be clearly monitored and easily optimized on both on-prem and cloud environments. Review collected by and hosted on G2.com.

Federator.ai Overview

What is Federator.ai?

Federator.ai helps enterprises optimize cloud resources, maximize application performance, and save significant cost without excessive over-provisioning or under-provisioning of resources, meeting the service-level requirements of their applications. Enterprises often lack understanding of the resources needed to support their applications. This leads to either excessive over-provisioning or under-provisioning of resources (CPU, memory, storage). Using machine learning, Federator.ai determines the optimal cloud resources needed to support any workload on OpenShift and helps users find the best-cost instances from cloud providers for their applications. Resource planning and optimization By installing Federator.ai as an operator on OpenShift, you can predict what resources (e.g. CPU, Memory) are needed to support each of your applications without guessing. Imagine you are running hundreds of applications on OpenShift, and you need to allocate the right amount of cloud resources to support each of them. Federator.ai helps you do effective resource planning without excessive over-provisioning or under-provisioning your resources. Cloud cost optimization If you are running your applications on public clouds, you need to decide which instances from the cloud providers you need to subscribe to. You are charged for the cloud instances every minute, whether your applications utilize the resources or not. Federator.ai helps you determine the best-cost instances from cloud providers in supporting each of your application workloads. The typical cost savings on cloud instances using Federator.ai ranges from 20% to 70%. Application performance optimization In a dynamic environment, workloads can change quickly. Through auto-scaling, Kubernetes helps scale up and down the resources supporting your applications. Your application performance (throughput and latency) depends on the effectiveness of your auto-scaling. Using machine learning, Federator.ai significantly enhances your auto-scaling capability on OpenShift and optimizes your application performance.

Federator.ai Details
Languages Supported
English
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Product Description

Federator.ai helps enterprises optimize cloud resources, maximize application performance, and save significant cost without excessive over-provisioning or under-provisioning of resources, meeting the service-level requirements of their applications.


Seller Details
Year Founded
2012
HQ Location
Milpitas, CA
Twitter
@ProphetStor
334 Twitter followers
LinkedIn® Page
www.linkedin.com
41 employees on LinkedIn®

JC
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Recent Federator.ai Reviews

juihsiang C.
JC
juihsiang C.Small-Business (50 or fewer emp.)
4.5 out of 5
"Best tool for cloud migration on multi-cloud"
The comparison of potential savings in the multi-cloud environment is based on its accurate application workload predictions. It made a meaningful ...
ChungHsiung C.
CC
ChungHsiung C.Mid-Market (51-1000 emp.)
5.0 out of 5
"Good experience"
The predictions its machine learning-based engine provides are pretty awesome! Quick, accurate but few resources consumed.
Jason H.
JH
Jason H.Mid-Market (51-1000 emp.)
5.0 out of 5
"amazing software!!"
Cost savings is the most stunning benefit. Federator.ai shows us cost savings opportunities by avoiding the over-provisioning of resources through ...
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Federator.ai Media

Federator.ai Demo - Federator.ai Dashboard
Federator.ai Dashboard showing resource predictions and recommendations for clusters and applications.
Federator.ai Demo - Federator.ai Workload Predictions and Recommendations
Federator.ai generates daily, weekly, and monthly workload predictions and resource recommendations for Kubernetes resources from clusters, cluster nodes, namespaces, applications, and controllers.
Federator.ai Demo - Applicaiton-aware Autoscaling
Intelligent autoscaling of Kafka consumers using application workload prediction.
Federator.ai Demo - Multicloud Cost Analysis
Cost-optimized cluster configuration recommendations for different public cloud service providers.
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9 out of 10 Total Reviews for Federator.ai

4.6 out of 5
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G2 reviews are authentic and verified.
SL
Project Manager
Small-Business(50 or fewer emp.)
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Validated Reviewer
Verified Current User
Review source: Organic
(Original )Information
What do you like best about Federator.ai?

It is impressive to provide visibility of the correlations between applications the resources with quantified figures. It provides a solid base for actionable optimization. Review collected by and hosted on G2.com.

What do you dislike about Federator.ai?

Role-based access control to the software is needed so that accounts involved in the project can be managed by different access privileges. It would be better to be multitenant. Review collected by and hosted on G2.com.

What problems is Federator.ai solving and how is that benefiting you?

Optimization for cost and performance. The current utilization of resources and its predictions can minimize idle resources but supply enough resources for operations. Review collected by and hosted on G2.com.

juihsiang C.
JC
Small-Business(50 or fewer emp.)
More Options
Validated Reviewer
Review source: Organic
What do you like best about Federator.ai?

The comparison of potential savings in the multi-cloud environment is based on its accurate application workload predictions. It made a meaningful cost comparison and streamlined our decision-making process for workload migration between different cloud service providers. Review collected by and hosted on G2.com.

What do you dislike about Federator.ai?

I really haven't found anything to dislike about Federator.ai. It saves a lot of time for our team on the cloud migration issue. Review collected by and hosted on G2.com.

What problems is Federator.ai solving and how is that benefiting you?

It benefits us a lot in cloud migration assessment and resource planning. The setup was easy and I enjoyed their awesome technical support. Review collected by and hosted on G2.com.

Jason H.
JH
Technical Support Lead and QA manager
Mid-Market(51-1000 emp.)
More Options
Validated Reviewer
Review source: Organic
(Original )Information
What do you like best about Federator.ai?

Cost savings is the most stunning benefit. Federator.ai shows us cost savings opportunities by avoiding the over-provisioning of resources through its machine-learning predictions and comparing the pricing of resources our operations require from different public clouds. Review collected by and hosted on G2.com.

What do you dislike about Federator.ai?

In practice, every siloed business unit has access to the console, which is good for helping unify the business objectives. But we do need multi-tenancy support for avoiding our parameters being touched by other units. Review collected by and hosted on G2.com.

What problems is Federator.ai solving and how is that benefiting you?

Thanks to Federator.ai, my team can be warned ahead of time of potential resource shortage before it occurs, which prevents application performance degradation. Review collected by and hosted on G2.com.

ChungHsiung C.
CC
Advisor
Mid-Market(51-1000 emp.)
More Options
Validated Reviewer
Review source: Organic
What do you like best about Federator.ai?

The predictions its machine learning-based engine provides are pretty awesome! Quick, accurate but few resources consumed. Review collected by and hosted on G2.com.

What do you dislike about Federator.ai?

Um… I don’t appreciate its console in a dark black color. Haha..

Actually, I like its features and most of its design in the console to provide information. Review collected by and hosted on G2.com.

What problems is Federator.ai solving and how is that benefiting you?

Cost savings of course! Its recommendations fit the demand of applications with minimal resources. Give the thumbs up. Review collected by and hosted on G2.com.

RC
Software Engineer
Small-Business(50 or fewer emp.)
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Validated Reviewer
Review source: Organic
What do you like best about Federator.ai?

Federator.ai’s resource planning feature much helps with resource allocation planning for my applications. The cost allocation feature shows the real and potential usage per namespace provides detailed insights into how cluster resources are used. Review collected by and hosted on G2.com.

What do you dislike about Federator.ai?

Federator.ai neither provides a well formatted (better customizable) report that summarizes the resource usage and planning of applications nor provides the automation feature to apply the resource recommendations automatically. Review collected by and hosted on G2.com.

Recommendations to others considering Federator.ai:

I suggested to provide online chat services in order to enable the participants to respond quickly. Review collected by and hosted on G2.com.

What problems is Federator.ai solving and how is that benefiting you?

I have Kubernetes clusters running many container applications. Allocating proper resources to ensure my applications won’t become unstable because of insufficient resources and won’t waste too many resources because of unnecessary over-provision has always been one of my primary concerns when administrating my clusters. Federator.ai provides the resource usage monitoring and allocation recommendations that reduce a lot of management efforts for me. Review collected by and hosted on G2.com.

Verified User in Computer & Network Security
AC
Small-Business(50 or fewer emp.)
More Options
Validated Reviewer
Review source: Organic
What do you like best about Federator.ai?

Continuously collecting workload metrics from infrastructure to application, provide predicted resource allocation recommendation to reduce cluster resource waste, also saving cost regardless of on local or public cloud. It is a high ROI for my team. Review collected by and hosted on G2.com.

What do you dislike about Federator.ai?

If it can support multi-tenant, that would be better for my company and other application teams. Review collected by and hosted on G2.com.

Recommendations to others considering Federator.ai:

It is very helpful to manage Kubernetes resource and right-sizing recommendation, saving money as well. All of the recommendations all based on workload and prediction. It is very nice. Review collected by and hosted on G2.com.

What problems is Federator.ai solving and how is that benefiting you?

Most application resource allocation is overprovision, which has wasted much Kubernetes cluster resource and money. Federator.ai provides right-sizing based-on workload prediction results, reduce the waste situation. We could release more resources for other applications. Review collected by and hosted on G2.com.

WB
Cloud engineer
Enterprise(> 1000 emp.)
More Options
Validated Reviewer
Review source: Organic
Business partner of the seller or seller's competitor, not included in G2 scores.
What do you like best about Federator.ai?

Automated resources reservation planning based on AI recommendations. This is raising consolidation on our clusters, with an automated process. Review collected by and hosted on G2.com.

What do you dislike about Federator.ai?

Licensing model based on central processing unit (CPU) core. Review collected by and hosted on G2.com.

What problems is Federator.ai solving and how is that benefiting you?

It solves Kubernetes main problem: waste of resources. This is impactful on the whole chain. We are truly involved in Green IT, and the waste of resources from upper layers ruins all our efforts we are making on the infrastructure side. Moreover it solves the resources reservation and HPA configuration which is a pain point for developers and devops teams. Review collected by and hosted on G2.com.

Verified User in Computer Software
UC
Small-Business(50 or fewer emp.)
More Options
Validated Reviewer
Review source: Organic
What do you like best about Federator.ai?

All applications are automatically scaled to meet the predicted resource usage, I do not have to worry about over provisioning for anything or shut down servers as usage goes down. Review collected by and hosted on G2.com.

What do you dislike about Federator.ai?

I have not found something that I dislike about auto-scaling as of yet. Review collected by and hosted on G2.com.

What problems is Federator.ai solving and how is that benefiting you?

It solving main business problems of health and load on our web and applications. Being able to reduce unnecessary spending and increase application service quality. Review collected by and hosted on G2.com.

Verified User in Architecture & Planning
AA
Enterprise(> 1000 emp.)
More Options
Validated Reviewer
Review source: Organic
What do you like best about Federator.ai?

Based on K8s, the automated resource plan recommended by AIOps, it performed very well Review collected by and hosted on G2.com.

What do you dislike about Federator.ai?

Current performance is good, continue to maintain Review collected by and hosted on G2.com.

Recommendations to others considering Federator.ai:

NA Review collected by and hosted on G2.com.

What problems is Federator.ai solving and how is that benefiting you?

K8s,AIOps,Recycle capacity Review collected by and hosted on G2.com.