Amazon Deep Learning AMIs vs. Amazon Web Services vs. GoDaddy

Amazon AMIs has been very useful for the quick setup and implementation of deep learning for data analysis which is something I have used the service for in my own research. We commonly use the service to enable students to run intensive deep learning algorithms for their assessments. This service works well in this scenario as it allows students to quickly set up a suitable environment and get started with little hassle. If you are looking to run simple, surface level deep learning algorithms (kind of contradictory statement I know) then AMI is more complicated than most will need. When it comes to teaching the basics of Machine Learning, this kind of system is unnecessary and there are other alternatives which can be used. That being said this service is a must if you are looking to run complex deep learning via the cloud.

Incentivized

This is something that is actually common across most cloud providers. A comprehensive understanding of one's use cases, constraints and future directions is key to determining if you even need a cloud solution. If you are a 2-person startup developing something with a best-scenario audience of 1k DAU in a year, you would very likely best served by a dirt-cheap dedicated Linux server somewhere (and your options to graduate to a cloud solution will still be open). If, however, you are a bigger fish, and/or you are actively considering build-vs-buy decisions for complicated, highly-loaded, six-figure requests per minute systems, global loadbalancing, extreme growth projections - then MAYBE you solve all or part of it with a cloud provider. And depending on your taste for risk, reliability, flexibility, track record - it might be AWS.

Incentivized

Good for transferring over an existing site. Truth be told, I haven't used it for building a brand new site-- I know that this is a fairly common thing but I just never needed it. For what I've used it for, it has worked well. For a small business with anyone with a little bit of technical skill, it's surprisingly good.

Incentivized

• Setting up environment
• Support for different types of machines
• Perfect for Machine Learning / Deep Learning use cases
• Nvidia / Cuda / Conda support easily

Incentivized

• During the month-end, we experience high resource utilization; however, with AWS's scalability, we can effectively tackle the peak load.
• With AWS IAM, we don't need to set up complete infrastructure for identity and access management, as AWS provides end-to-end IAM services.
• With AWS, development has become very easy as it's very quick to spin up and destroy the environment, which saves costs.

Incentivized

• Registering a domain - I've found their site to be the easiest to navigate
• Website builder - their website builder is user friendly
• Email hosting - easy to set up and use, wether in an email app or online email.
• Wordpress hosting - I have multiple wordpress sites I use under one account
• Their customer service is always very helpful and easy to contact.

Incentivized

• Some aspects of the User Interface are quite confusing and activating packages can be a bit convoluted
• It can be a bit confusing to switch between frameworks for novice users

Incentivized

• When there is any misconfiguration of EC2 related to SSM Connect. It doesn't clearly states that what particular configuration is missing.
• Debugging networking related issues could be improved.
• From the security group page, it's difficult to determine which resource a security group is associated with.

Incentivized

• Support agents are woefully undertrained, even in knowledge of their own products.
• Support agents will always try to upsell you, even when you're dealing with an urgent, high-impact issue.
• There's no guarantee of uptime, and there will often be gaps in service as part of normal procedures.

Incentivized

We are almost entirely satisfied with the service. In order to move off it, we'd have to build for ourselves many of the services that AWS provides and the cost would be prohibitive. Although there are cost savings and security benefits to returning to the colo facility, we could never afford to do it, and we'd hate to give up the innovation and constant cycle of new features that AWS gives us.

We can't really choose anyone else and the cost/effort of moving all of the hosted data would be extremely large, and we just have to stick to them, and hope they improve service

Incentivized

AWS offers a wide range of powerful services that cater to various business needs which is significant strength. The ability to scale resources on-demand is a major advantage making it suitable for businesses of all sizes. The sheer volume of options and configurations can be overwhelming for new users leading to a steep learning curve. While functional the AWS management console can feel cluttered and less intuitive compared to some competitors which can hinder navigation. Although some documentation lacks clarity and practical examples which can frustrate users trying to implement specific solutions.

Incentivized

Some integration could be much cleaner and smoother. Seems it used to be easier. Plus, they took away the catch all email feature.

Incentivized

Availability is very good, with the exception of occasional spectacular outages.

AWS does not provide the raw performance that you can get by building your own custom infrastructure. However, it is often the case that the benefits of specialized, high-performance hardware do not necessarily outweigh the significant extra cost and risk. Performance as perceived by the user is very different from raw throughput.

The customer support of Amazon Web Services are quick in their responses. I appreciate its entire team, which works amazingly, and provides professional support. AWS is a great tool, indeed, to provide customers a suitable way to
immediately search for their compatible software's and also to guide them in a
good direction. Moreover, this product is a good suggestion for every type of
company because of its affordability and ease of use.

Incentivized

I think a lot of companies can learn from GoDaddy's support team. I have found:

• Chat or phone support is almost always available.
• Their agents are friendly and helpful.
• Their agents seem to care and be knowledgeable about a wide range of issues.
• I rarely have to escalate my problem to get the support that I need.
• If they can't help me, then they can tell me why something is happening and direct me to resources that can fix my problem.

Incentivized

The API's were very well documented and was Janova's main point of entry into the services.

Both of these services provide similar functionality and from my experience both are top class services which cover most of your needs. I think ultimately it comes down to what you need each service for. For example Amazon DL AMIs allows for clustering by default meaning I am able to run several clustering algorithms without a problem whereas IBM Watson Studio doesn't provide this functionality. They both provide a wide range of default packages such as Amazon providing caffe-2 and IBM providing sci-kitlearn. My main point is that both are very good services which have very similar functionality, you just need to think about the costs, suitability of features and integration with other services you are using.

Incentivized

Amazon Web Services fits best for all levels of organisations like startup, mid level or enterprise. The services are easy to use and doesn't require a high level of understanding as you can learn via blogs or youtube videos. AWS is Reasonable in cost as the plan is pay as you use.

Incentivized

We use Wix currently for our online store. It is nice and easy to use, but they don't offer the email domains as well (the last time we checked). They have pretty decent customization of the web page, but still limited. We're going to try it with GoDaddy, since we have other services from them already. It just doesn't make sense to pay two different companies for something we can do with one.

Incentivized

• Saves a lot of Infra Costs
• Saves a lot of time in handling environment issues
• Easy to start a new instance

Incentivized

• Using Amazon Web Services has allowed us to develop and deploy new SAAS solutions quicker than we did when we used traditional web hosting. This has allowed us to grow our service offerings to clients and also add more value to our existing services.
• Having AWS deployed has also allowed our development team to focus on delivering high-quality software without worrying about whether our servers will be able to handle the demand. Since AWS allows you to adjust your server needs based on demand, we can easily assign a faster server instance to ease and improve service without the client even knowing what we did.

Incentivized

• GoDaddy reduces our ROI by costing me in non-billable hours. I don't charge clients for sitting on the phone with tech support to power cycle the server or fix the php.ini file, so my $/hr takes a hit.
• Their nickel&dime strategy requires I have an additional conversation with clients about their max recurring fees. Small as they are, I need approval for upping their bill. GoDaddy is only the cheap option if you don't value security, stability, or performance.

Incentivized