Pepperdata Capacity Optimizer Pros and Cons: Top 5 Advantages and Disadvantages

Quick AI Summary Based on G2 Reviews

Generated from real user reviews

Users benefit from the exceptional performance of Pepperdata Capacity Optimizer, achieving significant cost savings and increased efficiency. (4 mentions)

Users commend the cost savings achieved with Pepperdata Capacity Optimizer, often recouping expenses within months or less. (2 mentions)

Users benefit from efficient resource management with significant cost savings and effective cluster utilization using Pepperdata Capacity Optimizer. (2 mentions)

Users find significant cost savings with Pepperdata Capacity Optimizer, achieving up to 75% savings on resources. (2 mentions)

Users value the analytics capabilities of Pepperdata Capacity Optimizer, enhancing job performance through detailed metrics and reports. (1 mentions)

Users express a desire for lack of automation, needing more automated feedback to optimize settings efficiently. (1 mentions)

Users find the learning curve steep, as many developers struggle to utilize spark tuning recommendations effectively. (1 mentions)

Users face a learning difficulty with Pepperdata Capacity Optimizer, as many developers struggle to utilize tuning recommendations effectively. (1 mentions)

Users note the limited availability of supported tools, which impacts the overall utility of the Pepperdata Capacity Optimizer. (1 mentions)

Users find the limited support for tools/products in Pepperdata Capacity Optimizer restricts their overall cloud performance experience. (1 mentions)

5 Pros or Advantages of Pepperdata Capacity Optimizer

1. Performance

Users benefit from the exceptional performance of Pepperdata Capacity Optimizer, achieving significant cost savings and increased efficiency.

See 4 mentions

See Related User Reviews

Verified User

Enterprise (> 1000 emp.)

5.0/5

"Sr Director, Big Data"

What do you like 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 soone

Rahul C.

Enterprise (> 1000 emp.)

5.0/5

"Saved 75% cost on EMR"

What do you like 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

2. Cost Saving

Users commend the cost savings achieved with Pepperdata Capacity Optimizer, often recouping expenses within months or less.

See 2 mentions

See Related User Reviews

Verified User

Enterprise (> 1000 emp.)

5.0/5

"Sr Director, Big Data"

What do you like 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 soone

Rahul C.

Enterprise (> 1000 emp.)

5.0/5

"Saved 75% cost on EMR"

What do you like 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

3. Resource Management

Users benefit from efficient resource management with significant cost savings and effective cluster utilization using Pepperdata Capacity Optimizer.

See 2 mentions

See Related User Reviews

Rahul C.

Enterprise (> 1000 emp.)

5.0/5

"Saved 75% cost on EMR"

What do you like 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

Verified User

Enterprise (> 1000 emp.)

5.0/5

"Saves a lot of money in hardware. Helps find bottlenecks."

What do you like 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

4. Savings

Users find significant cost savings with Pepperdata Capacity Optimizer, achieving up to 75% savings on resources.

See 2 mentions

See Related User Reviews

Verified User

Enterprise (> 1000 emp.)

5.0/5

"Sr Director, Big Data"

What do you like 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 soone

Rahul C.

Enterprise (> 1000 emp.)

5.0/5

"Saved 75% cost on EMR"

What do you like 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

5. Analytics

Users value the analytics capabilities of Pepperdata Capacity Optimizer, enhancing job performance through detailed metrics and reports.

Google Compute Engine

4.5/5(953)

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akash v.

Technical Lead

Enterprise (> 1000 emp.)

2/18/2021

"PepperData- a tool for performance"

5/5

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 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 to 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 provide detailed error logs and the recommended fix whether code needs to be fixed or configuration needs to be 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 every time 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 exploring this tool if not using it 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 the 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

edit

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

Enterprise (> 1000 emp.)

8/12/2024

"Great Easy to use Product. A must for ETL and Big Data"

4.5/5

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.

Verified User in Information Technology and Services

Enterprise (> 1000 emp.)

2/17/2021

"Saves a lot of money in hardware. Helps find bottlenecks."

5/5

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

edit

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.

Senior Director

Enterprise (> 1000 emp.)

5/23/2024

"Saved 75% cost on EMR"

5/5

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.

Verified User in Health, Wellness and Fitness

Enterprise (> 1000 emp.)

8/22/2022

"Sr Director, Big Data"

5/5

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.

Response from Ashish Sahu of Pepperdata Capacity Optimizer

edit

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.

VP Technical Operations

Mid-Market (51-1000 emp.)

8/12/2024

"Improves spark report performance and saves overall compute spend."

5/5

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.

Lee G.

Video Course Creator

Mid-Market (51-1000 emp.)

2/13/2024

"Save money on your big data workloads"

5/5

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.

Nachiket K.

Senior Software Engineer - DevOps

Enterprise (> 1000 emp.)

2/13/2024

"Good for visualization. Need more details and understanding 9f.how the optimization works"

3/5

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.

Verified User in Banking

Enterprise (> 1000 emp.)

2/18/2021

"Pepperdata review"

5/5

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?

Can't think of any downsides at the moment Review collected by and hosted on G2.com.

Response from Andy Gremett of Pepperdata Capacity Optimizer

edit

Thank you for taking the time to share your review.

Ajith S.

Lead Site Reliability Enginner

Enterprise (> 1000 emp.)

2/13/2024

"Pepper data actually provides a good graphical view of your infra capacity"

4.5/5

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.

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Pepperdata Capacity Optimizer Pros and Cons: Top 5 Advantages and Disadvantages

Quick AI Summary Based on G2 Reviews

5 Pros or Advantages of Pepperdata Capacity Optimizer

1. Performance

2. Cost Saving

3. Resource Management

4. Savings

5. Analytics

5 Cons or Disadvantages of Pepperdata Capacity Optimizer

1. Lack of Automation

2. Learning Curve

3. Learning Difficulty

4. Limited Availability

5. Limited Functionality

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