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Pepperdata Capacity Optimizer Reviews & Product Details

Verified User in Marketing and Advertising
AM
Mid-Market(51-1000 emp.)
Validated Reviewer
Review source: G2 invite on behalf of seller
Incentivized Review
What do you like best about Pepperdata Capacity Optimizer?

Upsides are that if its working correctly it can justify the cost of running Pepperdata. Pepperdata provides Capacity Optimizer data and reporting so you can keep tabs on its effectivness. Review collected by and hosted on G2.com.

What do you dislike about Pepperdata Capacity Optimizer?

Not sure I have any specific dislikes as it tends to just run itself and needs little to no care and feeding from our side. Will be interested to see how or if we get similar results in saving with our spark workloads on kubernetes. Review collected by and hosted on G2.com.

What problems is Pepperdata Capacity Optimizer solving and how is that benefiting you?

Its allowing us to best utlize the compute we have available for our workloads. Review collected by and hosted on G2.com.

Pepperdata Capacity Optimizer Overview

What is Pepperdata Capacity Optimizer?

Pepperdata Capacity Optimizer is the only real-time, automated cost optimization solution for Spark workloads that can immediately save you up to 47%. By instructing the scheduler to consider the actual resource utilization instead of allocated resources, Capacity Optimizer reclaims waste, maximizes resources utilization, and optimizes autoscaling in the cloud. It operates autonomously, continuously, and in real time to reclaim application waste.

Pepperdata Capacity Optimizer Details
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English
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Product Description

Pepperdata automatically optimizes system resources while providing a detailed, correlated understanding of each application using hundreds of application and infrastructure metrics collected in real-time. It highlights applications that need attention, automatically identifies bottlenecks, and alerts on duration, failure conditions, and resource usage. In the cloud or on-premises, this automated approach gives you complete observability and insight into your big data stack

How do you position yourself against your competitors?

Pepperdata is the only solution that delivers up to 47% greater efficiency on Amazon EMR and EKS with no code changes, recommendations, or manual tuning. Our customers include the largest, most complex, highly-scaled clusters in the world, including those from Fortune 5 companies. In addition, Pepperdata’s Cloud Migration and Savings Reports help companies moving to the cloud inform and accelerate their migration.


Seller Details
Company Website
Year Founded
2012
HQ Location
Sunnyvale, US
Twitter
@pepperdata
707 Twitter followers
LinkedIn® Page
www.linkedin.com
44 employees on LinkedIn®
Description

Pepperdata is a technology vendor specializing in performance optimization and management solutions for big data applications. Their platform provides real-time insights and analytics to enhance the efficiency of data processing workloads across various environments, including on-premises and cloud infrastructures. By leveraging advanced machine learning algorithms, Pepperdata helps organizations improve resource utilization, reduce costs, and ensure optimal performance of their data-driven operations. For more information, visit their website at [pepperdata.com](https://www.pepperdata.com/).


Tom N.
TN
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Recent Pepperdata Capacity Optimizer Reviews

Verified User
E
Verified UserEnterprise (> 1000 emp.)
5.0 out of 5
"Sr Director, Big Data"
Capacity Optimizer and APM insight. Product provides great value insight and cost savings to the point where it pays for itself within months or...
Rahul C.
RC
Rahul C.Enterprise (> 1000 emp.)
5.0 out of 5
"Saved 75% cost on EMR"
The capacity optimizer helped us to reduce the wastage on EMR clusters and increased the efficiency. For one of the clusters - the savings was as b...
Verified User
A
Verified UserEnterprise (> 1000 emp.)
4.5 out of 5
"Great Easy to use Product. A must for ETL and Big Data"
Capacity Optimizer is a simple easy to implement - easy to use application that will save you money right from the get go. Right out of the box yo...
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Pepperdata Capacity Optimizer Media

Pepperdata Capacity Optimizer Demo - Pepperdata Capacity Optimizer
Get recommendations for optimization, automatic tuning, and alerting. Pepperdata Capacity Optimizer visualizes real-time and historical information about your clusters including system demand, abusive users, and wasteful applications.
Pepperdata Capacity Optimizer Demo - Autoscaling Before and After
First chart shows cluster growing to 100 nodes for runtime duration. Second chart shows each node running a single task, and then zero tasks, for runtime duration.
Pepperdata Capacity Optimizer for Amazon EMR operates dynamically in real time to optimize performance without the need to model your workloads ahead of time, change application code, or platform settings.
Play Pepperdata Capacity Optimizer Video
Pepperdata Capacity Optimizer for Amazon EMR operates dynamically in real time to optimize performance without the need to model your workloads ahead of time, change application code, or platform settings.
In order for Autodesk to achieve their goals for application scaling and reducing their cloud costs, they installed Pepperdata Capacity Optimizer's autonomous, continuous, intelligent real-time optimization software.
Play Pepperdata Capacity Optimizer Video
In order for Autodesk to achieve their goals for application scaling and reducing their cloud costs, they installed Pepperdata Capacity Optimizer's autonomous, continuous, intelligent real-time optimization software.
Watch Ben Smith, VP Technical Operations at Extole, discuss how he discovered that there's around 30% of application waste within every running app, and how Extole went about saving that wasted capacity.
Play Pepperdata Capacity Optimizer Video
Watch Ben Smith, VP Technical Operations at Extole, discuss how he discovered that there's around 30% of application waste within every running app, and how Extole went about saving that wasted capacity.
Through either our own website or the AWS Marketplace, you have multiple options and ways you can get Pepperdata Capacity Optimizer into your big data stack without any code changes or without manual tuning.
Play Pepperdata Capacity Optimizer Video
Through either our own website or the AWS Marketplace, you have multiple options and ways you can get Pepperdata Capacity Optimizer into your big data stack without any code changes or without manual tuning.

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38 out of 39 Total Reviews for Pepperdata Capacity Optimizer

4.6 out of 5
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Pepperdata Capacity Optimizer Pros and Cons

How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Cons

Overall Review Sentiment for Pepperdata Capacity OptimizerQuestion

Time to Implement
<1 day
>12 months
Return on Investment
<6 months
48+ months
Ease of Setup
0 (Difficult)
10 (Easy)
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AV
Technical Lead
Enterprise(> 1000 emp.)
More Options
Validated Reviewer
Verified Current User
Review source: G2 invite on behalf of seller
Incentivized Review
(Original )Information
What do you like best about Pepperdata Capacity Optimizer?

Pepper data is great tool for reviewing all spark job's statuses and manage from the application. These days we are also using tool to check and enhance performance of our jobs , It is a great tool to work with! It has the graphs, charts and metrics which helps you a lot to check the performance of the the jobs.

It also tells you the utilization of queue, CPU, Cores, and server.

you can create/customize your own dashboard and Alarms.

It also has the feature the create and publish the analytic reports for further investigation. Review collected by and hosted on G2.com.

What do you dislike about Pepperdata Capacity Optimizer?

It should provides detailed error logs and the recommended fix whether code needs to be fix or configuration needs to me tweaked.

More utilization insights if possible.

Live Customer service via chat in the future if possible.

It should have the email notification service which can be triggered everytime when there is any Alarm. Review collected by and hosted on G2.com.

Recommendations to others considering Pepperdata Capacity Optimizer:

It is currently being used across a department with access to a certain set of applications and is used to see the performance of the Jobs. I highly recommend to explore this tool if not using already. Review collected by and hosted on G2.com.

What problems is Pepperdata Capacity Optimizer solving and how is that benefiting you?

All jobs can be monitored from one dashboard, we know which job is taking longer time and the CPU/Memory consumption. Hence we can change to code to improve the performance.

With metric trend graphs, public status pages, dashboards and side-by-side comparisons Pepperdata helps you clearly visualize performance data and compel action.

It also helps us to manage our servers and their configuration. Review collected by and hosted on G2.com.

Response from Andy Gremett of Pepperdata Capacity Optimizer

Akash,

Thanks for the great suggestions. Could you please specify which utilization insights you would like to see in the future? Please contact Info@pepperdata.com if you are willing to discuss further and let us know how to reach you.

Regarding email alerts, we have alarms and alerts like what you describe, here’s the help documentation:

https://help.pepperdata.com/nav-pd-if/08-alarms-alerts/

Thank you for the suggestion about the logs. We don’t have anything right now at that level. I have shared your feedback with our product team for review.

Verified User in Banking
AB
Enterprise(> 1000 emp.)
Validated Reviewer
Verified Current User
Review source: Seller invite
(Original )Information
What do you like best about Pepperdata Capacity Optimizer?

Capacity Optimizer is a simple easy to implement - easy to use application that will save you money right from the get go. Right out of the box you will see a 10 to 15 % savings. The support is top notch - they go above and beyond in getting the most out of the product. This is a no brainer for any Big Data workload. Review collected by and hosted on G2.com.

What do you dislike about Pepperdata Capacity Optimizer?

The Pepperdata team works closely with you to answer and problems you may have. I have not had any serious problem that would make me not use it Review collected by and hosted on G2.com.

What problems is Pepperdata Capacity Optimizer solving and how is that benefiting you?

Cost Savings - We have seen a significant cost savings

Visiblity - We have more visiblity than what AWS gives us with Pepperdata Review collected by and hosted on G2.com.

Verified User in Information Technology and Services
AI
Enterprise(> 1000 emp.)
More Options
Validated Reviewer
Verified Current User
Review source: G2 invite on behalf of seller
Incentivized Review
(Original )Information
What do you like best about Pepperdata Capacity Optimizer?

Capacity optimizer fits more containers on the cluster than would normally run without it. Custom alarms allow us to trap and notify problem users and processes in Spark/Yarn.

The dedicated support we get from Pepperdata is top notch. Review collected by and hosted on G2.com.

What do you dislike about Pepperdata Capacity Optimizer?

A lot of our developers are not advanced enough to take advantage of spark tuning recommendations. Or are not given the time to tune their applications Review collected by and hosted on G2.com.

What problems is Pepperdata Capacity Optimizer solving and how is that benefiting you?

Delayed hardware purchases.

Proactive impala problem monitoring.

Proactive notification to users about problematic apps. Suggestions on how to fix.

Recently, Capacity Optimizer helped me find a new (and problematic) application on the cluster. We were able to throttle it down so it did not impact others. Review collected by and hosted on G2.com.

Response from Andy Gremett of Pepperdata Capacity Optimizer

Hi,

If you are interested in more detail, we can point you to some of our webinars on Spark tuning and Spark recommendations.

https://www.pepperdata.com/technical-webinars/

Rahul C.
RC
Senior Director
Enterprise(> 1000 emp.)
Validated Reviewer
Verified Current User
Review source: G2 invite on behalf of seller
Incentivized Review
(Original )Information
What do you like best about Pepperdata Capacity Optimizer?

The capacity optimizer helped us to reduce the wastage on EMR clusters and increased the efficiency. For one of the clusters - the savings was as big as 75%. For others we are seeing atleast 30% savings. Review collected by and hosted on G2.com.

What do you dislike about Pepperdata Capacity Optimizer?

Needs fine tuning multiple times, I would love to see some automated feedback in place to recommend the right set of settings based on the workloads. Review collected by and hosted on G2.com.

What problems is Pepperdata Capacity Optimizer solving and how is that benefiting you?

Cost optimization Review collected by and hosted on G2.com.

Verified User in Health, Wellness and Fitness
EH
Enterprise(> 1000 emp.)
More Options
Validated Reviewer
Verified Current User
Review source: G2 invite on behalf of seller
Incentivized Review
(Original )Information
What do you like best about Pepperdata Capacity Optimizer?

Capacity Optimizer and APM insight. Product provides great value insight and cost savings to the point where it pays for itself within months or sooner for some. Review collected by and hosted on G2.com.

What do you dislike about Pepperdata Capacity Optimizer?

Cloud performance is great, however the number of tools/products that are supported are limited. Review collected by and hosted on G2.com.

What problems is Pepperdata Capacity Optimizer solving and how is that benefiting you?

Cost optimization and code optimizations. Allows for wasted capacity to be leveraged. Review collected by and hosted on G2.com.

Response from Ashish Sahu of Pepperdata Capacity Optimizer

Thank you for the review. We're ecstatic to hear about your cost savings and how the Capacity Optimizer is practically paying for itself! One of the main goals of our platform is helping you realize a reduction in cloud costs, and we’re happy to have satisfied that. We also appreciate your feedback about the limited support for the number of tools — we are expanding our product offerings and plan to share updates shortly.

Benjamin S.
BS
VP Technical Operations
Mid-Market(51-1000 emp.)
Validated Reviewer
Review source: Seller invite
What do you like best about Pepperdata Capacity Optimizer?

The ease of installation, great dashboards for cost and capacity visibility. Review collected by and hosted on G2.com.

What do you dislike about Pepperdata Capacity Optimizer?

Wish we could use it on our other applications! Review collected by and hosted on G2.com.

What problems is Pepperdata Capacity Optimizer solving and how is that benefiting you?

Lowering our overall cost. Review collected by and hosted on G2.com.

Lee G.
LG
Video Course Creator
Mid-Market(51-1000 emp.)
Validated Reviewer
Review source: G2 invite on behalf of seller
Incentivized Review
What do you like best about Pepperdata Capacity Optimizer?

The capacity optimizer has been proven to save a lot of money. What I like best about the product, though, is the support we have received throughout our journey of migrating our EMR clusters from EC2 to EKS. Review collected by and hosted on G2.com.

What do you dislike about Pepperdata Capacity Optimizer?

There are still some features that need to be worked out for EMR on EKS and EMR Notebooks, but the Pepperdata team is actively working on these. These are relatively new offerings, so it's not surprising that there is still some work that needs to be done. Review collected by and hosted on G2.com.

What problems is Pepperdata Capacity Optimizer solving and how is that benefiting you?

The optimizer's main benefit is cost savings on compute, specifically with workloads running on EMR. Review collected by and hosted on G2.com.

Nachiket K.
NK
Senior Software Engineer - DevOps
Enterprise(> 1000 emp.)
Validated Reviewer
Verified Current User
Review source: G2 invite on behalf of seller
Incentivized Review
What do you like best about Pepperdata Capacity Optimizer?

The visualization is good with clear uncluttered dashboards and metrics analyser Review collected by and hosted on G2.com.

What do you dislike about Pepperdata Capacity Optimizer?

Optimizer does not work always. Details on how the optimizer works is not so clear. Review collected by and hosted on G2.com.

What problems is Pepperdata Capacity Optimizer solving and how is that benefiting you?

Optimizing kubernetes resource usage for data pipeline infrastructure Review collected by and hosted on G2.com.

Verified User in Banking
AB
Enterprise(> 1000 emp.)
More Options
Validated Reviewer
Verified Current User
Review source: G2 invite on behalf of seller
Incentivized Review
(Original )Information
What do you like best about Pepperdata Capacity Optimizer?

I like the fact that Pepperdata has hundreds of metrics which are highly customizable. At the same time you can create your own metrics.

Moreover, it provides valuable information about the jobs being run. Review collected by and hosted on G2.com.

What do you dislike about Pepperdata Capacity Optimizer?

Cant think of any downsides at the moment Review collected by and hosted on G2.com.

What problems is Pepperdata Capacity Optimizer solving and how is that benefiting you?

It really helps with identifying jobs that are wasting memory and helps us reduce the cluster size without affecting the jobs, hence reducing overall cost Review collected by and hosted on G2.com.

Response from Andy Gremett of Pepperdata Capacity Optimizer

Thank you for taking the time to share your review.

Ajith S.
AS
Lead Site Reliability Enginner
Enterprise(> 1000 emp.)
Validated Reviewer
Verified Current User
Review source: G2 invite on behalf of seller
Incentivized Review
What do you like best about Pepperdata Capacity Optimizer?

It's used in our company and best recommended Review collected by and hosted on G2.com.

What do you dislike about Pepperdata Capacity Optimizer?

For now - No disadvantage has been identified Review collected by and hosted on G2.com.

What problems is Pepperdata Capacity Optimizer solving and how is that benefiting you?

It can re- scale the pods based on capacity Review collected by and hosted on G2.com.