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Top 8 Compute Service

AWS LambdaApache SparkAmazon EC2ZadaraAmazon EC2 Auto ScalingApache NiFiAWS BatchAWS Fargate
  1. leader badge
    By using Lambda, we can use Python code and the Boto3 solution. I think the most valuable feature is the agility of the solution.
  2. leader badge
    The most valuable feature of Apache Spark is its ease of use.Spark helps us reduce startup time for our customers and gives a very high ROI in the medium term.
  3. Buyer's Guide
    Compute Service
    July 2022
    Find out what your peers are saying about Amazon, Apache, Zadara and others in Compute Service. Updated: July 2022.
    619,967 professionals have used our research since 2012.
  4. The product is easy and quick to set up.The ethernet configuration is stable and the product is reliable.
  5. The most valuable features of Zadara are its visibility and simplicity to use.The most valuable feature of Zadara is its ease of use and safety. Overall the solution is a complete package, it has all the features needed.
  6. 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.
  7. It's an automated flow, where you can build a flow from source to destination, then do the transformation in between.Visually, this is a good product.
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  9. I like their containerization service. You can use Docker or something similar and deploy quickly without the know-how related to, for example, Kubernetes. If you use AKS or Kubernetes, then you have to have the know-how. But for Fargate, you don't need to have the know-how there. You just deploy the container or the image, and then you have the container, and you can use it as AWS takes care of the rest. This makes it easier for those getting started or if you don't have a strong DevOps team inside your organization.

Advice From The Community

Read answers to top Compute Service questions. 619,967 professionals have gotten help from our community of experts.
Netanya Carmi - PeerSpot reviewer
Netanya Carmi
Content Manager
PeerSpot (formerly IT Central Station)

Compute Service Articles

Shibu Babuchandran - PeerSpot reviewer
Shibu Babuchandran
Regional Manager/ Service Delivery Manager at ASPL INFO Services
Jun 17 2022
What is serverless computing? Serverless computing is a method of providing backend services on an as-used basis. A serverless provider allows users to write and deploy code without the hassle of worrying about the underlying infrastructure. A company that gets backend services from a serverle...
Read More »
Netanya Carmi - PeerSpot reviewer
Netanya Carmi
Content Manager
PeerSpot (formerly IT Central Station)
May 11 2022
PeerSpot’s crowdsourced user review platform helps technology decision-makers around the world to better connect with peers and other independent experts who provide advice without vendor bias. Our users have ranked these solutions according to their valuable features, and discuss which features...
Read More »

Compute Service Topics

What are compute instance types?

A compute instance can be software or hardware that can run code. It can be, for example, a CPU, GPU, or a virtual machine.

Instance types provide different combinations of memory, CPU, storage, and networking capacity and can be used to create an instance that matches your app's needs. Each instance type includes one or more instances, allowing you to scale your deployments to suit the requirements of your workload.

The instance types can be broadly classified into these five categories:

  1. General purpose instance types: General purpose instances give you the freedom to create a variety of diverse workloads, and they come with enough compute, memory and networking resources that you won't have to worry about anything. These instances are great for applications that rely on multitasking, like web servers and code repositories.
  2. Compute-optimized instance types: Compute-optimized instances are perfect for running compute-bound applications, as they come equipped with high-performance processors. Compute-optimized instances can be well suited to many different tasks, such as batch processing and media transcoding. They can also offer high performance capabilities in areas like HPC, scientific modeling, and machine learning inference.
  3. Memory-optimized instance types: Memory optimized instances are designed to provide fast, optimized performance when running workloads that process large data sets in memory.
  4. Storage-optimized instance types: Storage-optimized instances are perfect for heavy workloads that require high sequential read and write access to megabytes of data on local storage. They deliver tens of thousands of low-latency random I/O operations per second (IOPS) to applications.
  5. Accelerated computing instance types: Accelerated computing instances use hardware accelerators for speeding up computers. These accelerators, also called co-processors, run alongside the CPU and get better performance when used for specific tasks like floating point number calculations, graphics processing, or data pattern matching.
What are compute shape types?

A compute shape is a template for how the number of CPUs, amount of memory, and other resources are allocated to an instance.

There are three different types of compute shapes:

  • Burstable compute is for applications that require high levels of performance for a short period of time, and then require little to no resource usage afterwards.
  • On-demand compute is for applications that require consistent resource usage throughout the day, week, or month.
  • Reserved compute is for applications that require guaranteed, dedicated resource usage.
What are compute capacity types?

There are two types of compute capacity that you can utilize when renting out servers: dedicated and shared. Dedicated is when an individual or organization rents out an entire server to use for their project or needs. Shared is when multiple individuals or organizations share a single server and split the costs of using it.

What are the benefits of a dedicated server? You will not share resources with other users, so you have full control over your server. You have access to additional hardware information like processor speed, RAM, and hard drive space. Since you are leasing an entire machine, you can ensure that it is always available for your needs.

What are the benefits of a shared server? You can use fewer resources when compared to running your own dedicated server. You have access to additional software and technical support from an admin. You can have a designated set of users for which the machine is pre-configured.

What are best practices for compute instances?

Best practices for compute instances include:

  • Evaluate how many cores and how much RAM are needed.
  • Make sure that the instance has enough storage space, especially if your application is running in a virtual environment. This will ensure that your machine won’t run out of space halfway through the month.
  • Figure out if there are any restrictions on what I can do with the compute instances, such as only running specific applications or using a particular OS?
What is compute management?

Compute management is the process of configuring and maintaining compute resources to ensure that they are always able to provide the optimum level of service. Compute management covers a wide range of activities, from deploying and managing compute resource infrastructure, to decommissioning old resources that are no longer in use, to increasing the computing capacity of an existing cluster when required.

Compute Service Solutions Features

There are some compute service solutions that allow you to run code without provisioning or managing servers. They execute your code only when needed and scale automatically, from a few requests per day to thousands per second. Some compute service solutions run code for virtually any type of application or backend service, all with zero administration.

Compute Service Solutions Benefits

Compute Services Solutions offer scalable, reliable, and cost-effective solutions for businesses of all sizes. Their cloud-based servers provide the power and flexibility that meet any business need.

Some of the many benefits of computer service solutions include:

  • Compute service solutions can offer disaster recovery as well as data redundancy to ensure your data is safe.
  • Compute service solutions can feature a simple web service interface that allows you to obtain and configure capacity with minimal friction.
  • Compute service solutions can provide you with complete control of your computing resources.
  • Compute service solutions can reduce the time required to obtain and boot new server instances to minutes, which allows you to quickly scale up or down as your computing requirements change.
  • Some solutions can give developers the tools to build failure resilient applications and isolate them from common failure scenarios.
Buyer's Guide
Compute Service
July 2022
Find out what your peers are saying about Amazon, Apache, Zadara and others in Compute Service. Updated: July 2022.
619,967 professionals have used our research since 2012.