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What is Amazon Web Services?
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Overall experience with Amazon Web Services
“Balancing Cost and Complexity: A Deep Dive into AWS Machine Learning”
“Efforts Toward Usability Undermined by Disjointed Teams and Changing Documentation”
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Strategic Cloud Platform Services
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Company Description
Amazon Web Services (AWS), established in 2006, is focused on providing essential infrastructure services to businesses globally in the form of cloud computing. The key advantage offered through cloud computing, particularly via AWS, is its capacity to shift fixed infrastructure expenses into flexible costs. Businesses have been able to forgo extensive planning and procurement of servers and other Information Technology (IT) resources, owing to AWS. AWS seeks to provide businesses with prompt and cost-effective access to resources using Amazon's expertise and economies of scale, as and when their business requires. Currently, AWS offers a robust, scalable, economic infrastructure platform on the cloud powering an extensive array of businesses worldwide. It operates across numerous industries with data center locations in various parts of the globe including U.S., Europe, Singapore, and Japan.
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Amazon Web Services Likes & Dislikes
I appreciate AWS's scalability and flexibility. You can serve up as many instances as needed on-demand for lambdas, which significantly reduces costs by reducing charges to actual usage. This automatic scaling is available for other services as well, such as DynamoDB and Step Functions. Likewise, additional storage can be attached to and detached from EC2 instances based on requirements, without the need to create a new instance with a larger memory. Second, there is no upfront cost for compute or storage. The model is pay-as-you-go, and only resources that are being utilized are billed. Expenditures can be scaled up alongside the growth of the business. Finally, since we work on document intelligence, data security and governance is important. This is where AWS with its string security standards (ISO, SOC, etc.), built-in encryption and identity access management really shines.
Read Full ReviewVendor has support teams available at various levels of response time and knowledge. Depending on customer's needs, support can be provided instantly and expertly.
Read Full ReviewClear pricing plans and estimation tools. Offers elastic instances for ad-hoc, on-demand scenarios. Mobile app to monitor all your AWS services including instances, servers, virtual machines etc. You can also start/stop/restart/schedule servers as needed, just as you would on the desktop version of the AWS console.
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AWS's vast array of services can be overwhelming and make for a steep learning curve. The AWS dashboard is not very intuitive when a procedural task needs to be done (such as choosing permissions or security groups for a specific service or resource). Cost management can be tricky since billing is based on usage. Pricing models are also complex as there are many storage tiers and data transfer fees. Thus, it is important to regularly manage and monitor resources to avoid unexpected costs.
Read Full ReviewMuch of their documentation effort can't keep up with the speed of change to services and products. It feels like documentation is an afterthought, which is odd given the wealth of documentation they have available.
Read Full ReviewI can't really think of any negatives. Perhaps the menu UI could be overhauled a bit on the desktop console, however, say if you know what menu item you are looking for, then the search bar is there to type in the search item. Again this is on the proviso you know what you are looking for as initially the items are located under a section/sub-section and may not be obvious.
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Amazon Web Services Reviews and Ratings
- MACHINE LEARNING/ AI ENGINEER<50M USDSoftwareReview Source
Balancing Cost and Complexity: A Deep Dive into AWS Machine Learning
My experience with AWS, specifically for machine learning model productionization, has been largely positive. We use the complete ecosystem. AWS offers several highly scalable services such as SageMaker, Step Functions and Lambdas to facilitate deployment. We also use AWS Redshift to store metadata for the files stored on the AWS S3 bucket. We also use EC2 instances to set up environments for testing our machine learning models. The great part is that since the EC2 is on the same account as other resources, we can access our AWS services and data directly from the EC2 instance. The complexity and potential costs can be challenging to manage, for instance, step functions are billed for each step instead of for a single input/output. Overall, the platform is powerful, but with a slightly steep learning curve, and a lot more space for cost optimization. - SOFTWARE ENGINEERING LEAD50M-1B USDHealthcare and BiotechReview Source
AWS Offers Flexible Pricing and Intuitive Dashboard for Efficient Cloud Management
We found Amazon AWS services overall service very good and very price competitive compared so other Cloud service providers, we found their cost plans are more flexible to our needs. We use the EC2 instances and Virtual Machines to name a few , we found the AWS dashboards very intuitive, they also have a mobile app which makes it easier to start/stop/restart servers - which is easier in my opinion than logging into the console on a desktop and performing the same action there. - SOFTWARE ENGINEER50M-1B USDIT ServicesReview Source
Innovative Cloud Platform Enables Global Reach Yet Poses Vendor Lock-In Concerns
I give a 5-star rating as AWS stands as a dominant force in cloud, offering a lot of services from fundamental services like EC2, S3 to advanced AI/ML capabilities. Its robust global infrastructure ensures high availability and scalability, allowing businesses to effortlessly adapt to fluctuating demands. The "pay-as-you-go" model is an advantage, as it eliminates the large upfront investments and works on cost optimization. While there’s a vast ecosystem of tools that can present a steep learning curve for newcomers, and cost management requires diligence, AWS’s continuous innovation, strong security posture, and extensive community support make it an indispensable platform for organizations of all sizes, powering everything from startups to global enterprises. Its relentless pace of innovation means you are not just buying services; you are tapping into a future-proof ecosystem. While the sheer scope demands a learning curve, mastering AWS unlocks unprecedented agility and global reach, transforming IT from a cost center into a powerful engine for business growth. It's a strategic imperative for unparalleled agility, relentless scalability and a competitive edge in an increasingly dynamic world. It's where ideas transcend limits and aspirations become operational realities. It's not merely hosting. It’s the foundational infrastructure for tomorrow’s breakthroughs. - IT TECHNICAL ASSOCIATE<50M USDIT ServicesReview Source
AWS Offers Flexible Cloud Services But Complexity and Billing Issues Can Arise
AWS is user friendly, strong with good offers provide the services. It provides a broad and deep set of cloud utilities,offering vast services spanning computing with customized infra as per your requirement like stoarge-S3, databases (RDS), EC2,machine learning, lambda and more. This allows for flexibility and scalability to meet diverse business needs from small to large scale and it's globally available with high availability and low latency. It has strong security features and compliance certifications and they have a main rule pay-as-you-go it saves your money according to use you can change and customize as per your business requirements. However, due to its many features it’s a little complex in services it might require technical knowledge for beginners and necessitates investing in training for in-house expertise. Furthermore, the intricate and at times confusing billing system can lead to unexpected costs, and a lack of consistent documentation or a unified design across services can further complicate usability. - IT Services AssociateGov't/PS/EdEducationReview Source
Alianza con servicios en la nube mejora procesos, aunque surgen retos de ajuste
Quisiera compartir mi experiencia positiva al colaborar con un proveedor líder en servicios de nube como AWS, Hemos tenido la oportunidad de trabajar juntos en múltiples iniciativas académicas, las cuales han resultado sumamente fructíferas. Considero que esta alianza ha sido fundamental para el avance de nuestra institucion.