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Pepperdata Capacity Optimizer Reviews & Product Details

Trupal P.
TP
Sr. Software Engineer , Cloud Infrastructure
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?

easy to navigate for all metrics related to spark job, capture all yarn-related metrics. we can search by application id easily. multiple realm is also useful for EMR spark Review collected by and hosted on G2.com.

What do you dislike about Pepperdata Capacity Optimizer?

while setting up pepper data autoscaling first time without pepper data support was made EMR autoscaling aggressive because we have to found working autoscaling config for our clusters Review collected by and hosted on G2.com.

Recommendations to others considering Pepperdata Capacity Optimizer:

none Review collected by and hosted on G2.com.

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

Pepperdata provides optimization suggestion on spark application, and also provide bottlenecks why jobs have not performed well. easy to find yarn level error on application 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
Product Website
Languages Supported
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
744 Twitter followers
LinkedIn® Page
www.linkedin.com
44 employees on LinkedIn®

Tom N.
TN
Overview Provided by:

Recent Pepperdata Capacity Optimizer Reviews

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...
Benjamin S.
BS
Benjamin S.Mid-Market (51-1000 emp.)
5.0 out of 5
"Improves spark report performance and saves overall compute spend."
The ease of installation, great dashboards for cost and capacity visibility.
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...
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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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Have you used Pepperdata Capacity Optimizer before?
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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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G2 reviews are authentic and verified.
Verified User in Banking
AB
Enterprise(> 1000 emp.)
Validated Reviewer
Verified Current User
Review source: Seller invite
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.

Rahul C.
RC
Senior Director
Enterprise(> 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 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.

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.

Verified User in Computer Software
UC
Small-Business(50 or fewer 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?

Helps understand the performance of emr cluster and ETL jobs and optimize performance Review collected by and hosted on G2.com.

What do you dislike about Pepperdata Capacity Optimizer?

Some UX could be better in some areas like switching across clusters Review collected by and hosted on G2.com.

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

Helps in tuning performance of ETL Jobs. We are able to identify the bottlenecks and tune spark parameters accordingly, leading to faster processing and lower costs Review collected by and hosted on G2.com.

Verified User in Financial Services
AF
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?

Pepper data has been a leader in cloud performance for our enterprise. We specifically enable our tenants to use it for job time performance monitoring and to enable them to get accurate metrics on how well their jobs are performing and some metadata around those jobs. It functionally works very well and has a slick dashboard for drill down. Review collected by and hosted on G2.com.

What do you dislike about Pepperdata Capacity Optimizer?

One of the major downsides we've had with the product has been around accuracy at higher intervals of time. For example, the metrics over a given week are pretty quick to load but if we should expand to a month or 6 months, the time to load is extremely long. Review collected by and hosted on G2.com.

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

Pepperdata is helping to enable us chart application performance and get actionable metrics on user jobs and queries. We can see where the lags and hold ups are as well as get actionable cluster metadata. Review collected by and hosted on G2.com.

Pooja B.
PB
QA Engineer
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?

It's best optimizes the CPu Memory Storage and our HDFs usage Review collected by and hosted on G2.com.

What do you dislike about Pepperdata Capacity Optimizer?

The dashboard view of pepperdata and our HDFs usage Review collected by and hosted on G2.com.

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

Infrastructure Capacity Review collected by and hosted on G2.com.