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  5. Amazon EC2 vs Domino

Amazon EC2 vs Domino

OverviewDecisionsComparisonAlternatives

Overview

Amazon EC2
Amazon EC2
Stacks48.6K
Followers36.0K
Votes2.5K
Domino
Domino
Stacks26
Followers29
Votes0

Amazon EC2 vs Domino: What are the differences?

Introduction

In the world of cloud computing, distinguishing between services such as Amazon EC2 and Domino is crucial for making informed decisions. Here, we highlight the key differences between Amazon EC2 and Domino.

  1. Deployment Flexibility: Amazon EC2 offers a wide range of instance types, enabling users to choose the suitable computing power, memory, and networking capacity. On the other hand, Domino caters specifically to data science and machine learning workloads, providing pre-configured environments optimized for these tasks. Domino therefore offers less flexibility in terms of general-purpose computing compared to Amazon EC2.

  2. Collaboration Capabilities: While both Amazon EC2 and Domino support collaborative work environments, Domino is tailored for data science teams with its built-in versioning, reproducibility, and sharing features specific to data science projects. Amazon EC2, although supporting team collaboration, lacks the specialized tools that Domino offers for data science workflows.

  3. Pricing Structure: Amazon EC2 pricing is based on a pay-as-you-go model, allowing users to pay for the services they use. In contrast, Domino follows a subscription-based pricing model that includes all features and resources, which might be advantageous for organizations with consistent data science workloads. This pricing distinction can influence cost-effectiveness based on the specific needs of the user or organization.

  4. Scalability Options: Amazon EC2 is designed for scalability, allowing users to easily scale up or down based on demand. With features like Auto Scaling, EC2 can automatically adjust capacity to maintain performance and cost efficiency. Domino, while also scalable, is more focused on providing a stable and efficient platform for data science workloads rather than rapid scalability for various types of computing tasks.

Summary

In summary, Amazon EC2 and Domino differ in their deployment flexibility, collaboration capabilities, pricing structure, and scalability options, catering to distinct user needs and preferences in the realm of cloud computing.

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Advice on Amazon EC2, Domino

Craig
Craig

Principal Consultant at Rootwork InfoTech LLC

Jul 16, 2020

Decided

We first selected Google Cloud Platform about five years ago, because HIPAA compliance was significantly cheaper and easier on Google compared to AWS. We have stayed with Google Cloud because it provides an excellent command line tool for managing resources, and every resource has a well-designed, well-documented API. SDKs for most of these APIs are available for many popular languages. I have never worked with a cloud platform that's so amenable to automation. Google is also ahead of its competitors in Kubernetes support.

200k views200k
Comments
Jerome/Zen
Jerome/Zen

Software Engineer

Aug 2, 2020

Needs advice

DigitalOcean was where I began; its USD5/month is extremely competitive and the overall experience as highly user-friendly.

However, their offerings were lacking and integrating with other resources I had on AWS was getting more costly (due to transfer costs on AWS). Eventually I moved the entire project off DO's Droplets and onto AWS's EC2.

One may initially find the cost (w/o free tier) and interface of AWS daunting however with good planning you can achieve highly cost-efficient systems with savings plans, spot instances, etcetera.

Do not dive into AWS head-first! Seriously, don't. Stand back and read pricing documentation thoroughly. You can, not to the fault of AWS, easily go way overbudget. Your first action upon getting your AWS account should be to set up billing alarms for estimated and current bill totals.

264k views264k
Comments
Abigail
Abigail

Dec 10, 2019

Decided

Most bioinformatics shops nowadays are hosting on AWS or Azure, since they have HIPAA tiers and offer enterprise SLA contracts. Meanwhile Heroku hasn't historically supported HIPAA. Rackspace and Google Cloud would be other hosting providers we would consider, but we just don't get requests for them. So, we mostly focus on AWS and Azure support.

156k views156k
Comments

Detailed Comparison

Amazon EC2
Amazon EC2
Domino
Domino

It is a web service that provides resizable compute capacity in the cloud. It is designed to make web-scale computing easier for developers.

Use our cloud-hosted infrastructure to securely run your code on powerful hardware with a single command — without any changes to your code. If you have your own infrastructure, our Enterprise offering provides powerful, easy-to-use cluster management functionality behind your firewall.

Elastic – Amazon EC2 enables you to increase or decrease capacity within minutes, not hours or days. You can commission one, hundreds or even thousands of server instances simultaneously.;Completely Controlled – You have complete control of your instances. You have root access to each one, and you can interact with them as you would any machine.;Flexible – You have the choice of multiple instance types, operating systems, and software packages. Amazon EC2 allows you to select a configuration of memory, CPU, instance storage, and the boot partition size that is optimal for your choice of operating system and application.;Designed for use with other Amazon Web Services – Amazon EC2 works in conjunction with Amazon Simple Storage Service (Amazon S3), Amazon Relational Database Service (Amazon RDS), Amazon SimpleDB and Amazon Simple Queue Service (Amazon SQS) to provide a complete solution for computing, query processing and storage across a wide range of applications.;Reliable – Amazon EC2 offers a highly reliable environment where replacement instances can be rapidly and predictably commissioned. The Amazon EC2 Service Level Agreement commitment is 99.95% availability for each Amazon EC2 Region.;Secure – Amazon EC2 works in conjunction with Amazon VPC to provide security and robust networking functionality for your compute resources.;Inexpensive – Amazon EC2 passes on to you the financial benefits of Amazon’s scale. You pay a very low rate for the compute capacity you actually consume.;Easy to Start – Quickly get started with Amazon EC2 by visiting AWS Marketplace to choose preconfigured software on Amazon Machine Images (AMIs). You can quickly deploy this software to EC2 via 1-Click launch or with the EC2 console.
Domino Cloud supports the most powerful data analysis languages — Python, R, MATLAB, and Julia;Modern and powerful cluster management;Use a single-core machine during development; then, with one click, scale up to a 32-core machine to crunch through that data quickly;Domino installs, maintains, and updates common platform dependencies so you never get stuck in “version hell” again;Domino automatically keeps a revisioned history of all three — code, data, and results — so you can always reproduce past work;Easy synchronization, Email notifications & reports, and Discusscussions
Statistics
Stacks
48.6K
Stacks
26
Followers
36.0K
Followers
29
Votes
2.5K
Votes
0
Pros & Cons
Pros
  • 647
    Quick and reliable cloud servers
  • 515
    Scalability
  • 393
    Easy management
  • 277
    Low cost
  • 271
    Auto-scaling
Cons
  • 14
    Ui could use a lot of work
  • 6
    High learning curve when compared to PaaS
  • 3
    Extremely poor CPU performance
No community feedback yet

What are some alternatives to Amazon EC2, Domino?

Heroku

Heroku

Heroku is a cloud application platform – a new way of building and deploying web apps. Heroku lets app developers spend 100% of their time on their application code, not managing servers, deployment, ongoing operations, or scaling.

DigitalOcean

DigitalOcean

We take the complexities out of cloud hosting by offering blazing fast, on-demand SSD cloud servers, straightforward pricing, a simple API, and an easy-to-use control panel.

Clever Cloud

Clever Cloud

Clever Cloud is a polyglot cloud application platform. The service helps developers to build applications with many languages and services, with auto-scaling features and a true pay-as-you-go pricing model.

Microsoft Azure

Microsoft Azure

Azure is an open and flexible cloud platform that enables you to quickly build, deploy and manage applications across a global network of Microsoft-managed datacenters. You can build applications using any language, tool or framework. And you can integrate your public cloud applications with your existing IT environment.

Google App Engine

Google App Engine

Google has a reputation for highly reliable, high performance infrastructure. With App Engine you can take advantage of the 10 years of knowledge Google has in running massively scalable, performance driven systems. App Engine applications are easy to build, easy to maintain, and easy to scale as your traffic and data storage needs grow.

Red Hat OpenShift

Red Hat OpenShift

OpenShift is Red Hat's Cloud Computing Platform as a Service (PaaS) offering. OpenShift is an application platform in the cloud where application developers and teams can build, test, deploy, and run their applications.

Google Compute Engine

Google Compute Engine

Google Compute Engine is a service that provides virtual machines that run on Google infrastructure. Google Compute Engine offers scale, performance, and value that allows you to easily launch large compute clusters on Google's infrastructure. There are no upfront investments and you can run up to thousands of virtual CPUs on a system that has been designed from the ground up to be fast, and to offer strong consistency of performance.

Linode

Linode

Get a server running in minutes with your choice of Linux distro, resources, and node location.

AWS Elastic Beanstalk

AWS Elastic Beanstalk

Once you upload your application, Elastic Beanstalk automatically handles the deployment details of capacity provisioning, load balancing, auto-scaling, and application health monitoring.

Scaleway

Scaleway

European cloud computing company proposing a complete & simple public cloud ecosystem, bare-metal servers & private datacenter infrastructures.

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