AWS Compute Optimizer vs Amazon EC2 Auto Scaling comparison

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3,148 views|2,743 comparisons
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151 views|61 comparisons
100% willing to recommend
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Executive Summary

We performed a comparison between Amazon EC2 Auto Scaling and AWS Compute Optimizer based on real PeerSpot user reviews.

Find out what your peers are saying about Amazon Web Services (AWS), Apache, Zadara and others in Compute Service.
To learn more, read our detailed Compute Service Report (Updated: April 2024).
767,847 professionals have used our research since 2012.
Featured Review
Quotes From Members
We asked business professionals to review the solutions they use.
Here are some excerpts of what they said:
Pros
"Auto-scaling is a good feature.""We appreciate that this solution allows us to run all of our severs through it, meaning that our workloads are mainly on the EC2 instance only.""It has the best auto-scaling features.""The documentation is good.""The Amazon EC2 Auto Scaling features are simple to use.""We use the solution to increase CPU and memory size.""It's good performance-wise.""One of the most important benefits is that a company can optimize resources because Auto Scaling deploys resources when needed. For example, for Black Friday, a company can deploy 100 servers for a couple of days. When Black Friday is over, the company can delete those servers."

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"I find the solution's scaling capability to be an important benefit. You can scale it vertically or horizontally, i.e., you can upgrade the hardware or clone the machine. The solution is also easy to manage and flexible. Additionally, you get some layers of security without paying for it."

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Cons
"The solution could improve by having more automation. Nowadays there is a vast variety of automation. Additionally, infrastructure monitoring could improve.""There should be an AWS instance in South Africa, where the latency would be even lower. It might happen soon since AWS has recently opened more data centres in Nigeria. AWS may extend its reach to South Africa, and offer hosted CLI servers there. Most of the problems with AWS are not to do with the solution itself but with configuration. It is something on design, more or less.""Scalability can be improved.""We would like to see improvement in the UI for this solution, so that it is more user-friendly.""We have found that the sizing in Amazon EC2 Auto Scaling is far off. For example, we will see some at one terabyte and the other one is two terabytes. There is nothing between one and two terabytes. Sometimes it's a struggle if I need one and a half, I still am supposed to pay for two. There are five terabytes, six terabytes, and 12 terabytes, and if I need something at eight or nine, I'm still paying 30 to 40 percent more by taking the one which is 12 terabytes. Microsoft Azure does similar sizes but the gap can be more, such as six terabytes, and the next one is 12 terabytes.""The spinning up in the solution can be much faster...The product should have a faster scalability option.""The primary area for improvement is the pricing model.""What could be improved in Amazon EC2 Auto Scaling is its fees."

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"I have two areas of improvement to comment on. Most of the product names in AWS are not indicative of what they are doing. Moreover, AWS is not organized and you do not have the full platform with you. It is hard to know some AWS services."

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Pricing and Cost Advice
  • "Pricing could be a little bit more competitive."
  • "The pricing is not fixed and it is based on usage."
  • "The price of this product could be a little bit lower."
  • "Licensing fees are paid on a yearly basis."
  • "I have not explored the price of the solution extensively, but from what I have seen the price is alright."
  • "When we want to use more services, we need to pay more. It's a monthly subscription, rather than licensed-based. Pricing or fees for Amazon EC2 Auto Scaling could be improved."
  • "The solution pricing varies by service region is mid-range."
  • "Amazon EC2 Auto Scaling uses a pay-as-you-go pricing model."
  • More Amazon EC2 Auto Scaling Pricing and Cost Advice →

  • "I find the solution's pricing reasonable. You need to pay extra for IP and other miscellaneous costs."
  • More AWS Compute Optimizer Pricing and Cost Advice →

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    Questions from the Community
    Top Answer:The tool must provide proper guidelines to troubleshoot connectivity issues. It must also improve AMI creation.
    Top Answer:I find the solution's scaling capability to be an important benefit. You can scale it vertically or horizontally, i.e., you can upgrade the hardware or clone the machine. The solution is also easy to… more »
    Top Answer:I find the solution's pricing reasonable. You need to pay extra for IP and other miscellaneous costs.
    Top Answer:I have two areas of improvement to comment on. Most of the product names in AWS are not indicative of what they are doing. Moreover, AWS is not organized and you do not have the full platform with… more »
    Ranking
    2nd
    out of 16 in Compute Service
    Views
    3,148
    Comparisons
    2,743
    Reviews
    31
    Average Words per Review
    324
    Rating
    9.0
    10th
    out of 16 in Compute Service
    Views
    151
    Comparisons
    61
    Reviews
    1
    Average Words per Review
    463
    Rating
    8.0
    Comparisons
    Also Known As
    AWS RAM
    Learn More
    Overview

    Amazon EC2 Auto Scaling helps you maintain application availability and allows you to automatically add or remove EC2 instances according to conditions you define. ... Dynamic scaling responds to changing demand and predictive scaling automatically schedules the right number of EC2 instances based on predicted demand.

    AWS Compute Optimizer recommends optimal AWS Compute resources for your workloads to reduce costs and improve performance by using machine learning to analyze historical utilization metrics. Over-provisioning compute can lead to unnecessary infrastructure cost and under-provisioning compute can lead to poor application performance. Compute Optimizer helps you choose the optimal Amazon EC2 instance types, including those that are part of an Amazon EC2 Auto Scaling group, based on your utilization data.

    By applying the knowledge drawn from Amazon’s own experience running diverse workloads in the cloud, Compute Optimizer identifies workload patterns and recommends optimal compute resources. Compute Optimizer analyzes the configuration and resource utilization of your workload to identify dozens of defining characteristics, for example, if a workload is CPU-intensive, or if it exhibits a daily pattern or if a workload accesses local storage frequently. The service processes these characteristics and identifies the hardware resource headroom required by the workload. Compute Optimizer infers how the workload would have performed on various hardware platforms (e.g. Amazon EC2 instances types) and offers recommendations.

    Sample Customers
    Expedia, Intuit, Royal Dutch Shell, Brooks Brothers
    Expedia, Intuit, Royal Dutch Shell, Brooks Brothers
    Top Industries
    REVIEWERS
    Computer Software Company44%
    Financial Services Firm16%
    Comms Service Provider8%
    Media Company4%
    VISITORS READING REVIEWS
    Financial Services Firm22%
    Computer Software Company13%
    University8%
    Government7%
    No Data Available
    Company Size
    REVIEWERS
    Small Business33%
    Midsize Enterprise15%
    Large Enterprise53%
    VISITORS READING REVIEWS
    Small Business25%
    Midsize Enterprise10%
    Large Enterprise65%
    No Data Available
    Buyer's Guide
    Compute Service
    April 2024
    Find out what your peers are saying about Amazon Web Services (AWS), Apache, Zadara and others in Compute Service. Updated: April 2024.
    767,847 professionals have used our research since 2012.

    Amazon EC2 Auto Scaling is ranked 2nd in Compute Service with 36 reviews while AWS Compute Optimizer is ranked 10th in Compute Service with 1 review. Amazon EC2 Auto Scaling is rated 8.8, while AWS Compute Optimizer is rated 8.0. The top reviewer of Amazon EC2 Auto Scaling writes "Well-documented setup process and highly stable solution". On the other hand, the top reviewer of AWS Compute Optimizer writes "Easy to manage, flexible, and has good scaling options". Amazon EC2 Auto Scaling is most compared with AWS Fargate, AWS Lambda, AWS Batch, Amazon Elastic Inference and Oracle Compute Cloud Service, whereas AWS Compute Optimizer is most compared with .

    See our list of best Compute Service vendors.

    We monitor all Compute Service reviews to prevent fraudulent reviews and keep review quality high. We do not post reviews by company employees or direct competitors. We validate each review for authenticity via cross-reference with LinkedIn, and personal follow-up with the reviewer when necessary.