Announcing the AWS Well-Architected Data Analytics Lens

We’re delighted to announce the discharge of the Information Analytics Lens. The lens consists of a lens whitepaper and an AWS-created lens accessible within the Lens Catalog of the AWS Effectively-Architected Software. The AWS Effectively-Architected Framework gives a constant method to guage architectures and implement scalable designs. With the AWS Effectively-Architected Framework, cloud architects, system architects, engineers, and builders can construct safe, high-performance, resilient, and environment friendly infrastructure for his or her purposes and workloads.

Utilizing the Lens within the Software’s Lens Catalog, you’ll be able to immediately assess your Analytics workload within the console, and produce a set of actionable outcomes for personalized enchancment plans beneficial by the Software.

The up to date Information Analytics Lens outlines essentially the most up-to-date steps for performing an AWS Effectively-Architected evaluation that empowers you to evaluate and determine technical dangers of your knowledge analytics platforms. The brand new whitepaper and Lens cowl a number of analytics use circumstances and situations, and supply complete steerage that will help you design your analytics purposes in accordance with AWS finest practices.

The brand new Information Analytics Lens gives implementation steerage you should use to ship safe, excessive efficiency and dependable workloads, all with a watch towards sustaining cost-effectiveness and sustainability.

For extra data on AWS Effectively-Architected Lenses, confer with AWS Effectively-Architected.

What’s new within the Information Analytics Lens?

The Information Analytics Lens is a set of customer-proven design ideas, finest practices, and prescriptive steerage that will help you undertake a cloud-centered method to operating analytics on AWS. These suggestions are based mostly on insights that AWS has gathered from prospects, AWS Companions, the sector, and our personal analytics technical specialist communities.

This model covers the next matters:

• New Lens for the Effectively-Architected Software within the Lens Catalog
• New Information Mesh analytics person state of affairs
• Included steerage on constructing ACID compliant knowledge lakes utilizing Iceberg
• Included steerage on including enterprise context to your knowledge catalog to enhance searchability and entry
• How finest to leverage Serverless to construct sustainable knowledge pipelines
• Expanded superior efficiency tuning strategies
• Further content material for analytics state of affairs use circumstances
• Hyperlinks to up to date blogs and product documentation, accomplice options, coaching content material, and how-to movies

The lens highlights among the commonest areas for evaluation and enchancment. It’s designed to align with and supply insights throughout the six pillars of the AWS Effectively-Architected Framework:

• Operational excellence – Consists of the power to help growth and run workloads successfully, achieve perception into your operations, and regularly enhance supporting processes and procedures to ship enterprise worth.
• Safety – Consists of the power to guard knowledge, methods, and property to benefit from cloud applied sciences to enhance your safety.
• Reliability – Consists of the power of a system to routinely recuperate from infrastructure or service disruptions, dynamically purchase computing assets to fulfill demand, and mitigate disruptions akin to misconfiguration or transient community points.
• Efficiency effectivity – Consists of the environment friendly use of computing assets to fulfill necessities and the upkeep of that effectivity as demand modifications and applied sciences evolve.
• Price optimization – Consists of the continuous means of system refinement and enchancment over the whole lifecycle to optimize value, from the preliminary design of your first proof of idea to the continued operation of manufacturing workloads.
• Sustainability – Consists of minimizing the environmental impacts of operating cloud workloads. Subjects together with benchmarking, buying and selling knowledge accuracy for carbon, encouraging an information minimization tradition, implementing knowledge retention processes, optimizing knowledge modeling, stopping pointless knowledge motion, and effectively managing analytics infrastructure.

The brand new Information Analytics Lens gives steerage that may enable you make acceptable design choices in step with your corporation necessities. By making use of the strategies detailed on this lens to your structure, you’ll be able to validate the resiliency and effectivity of your design. This lens additionally gives suggestions to handle any gaps you might determine.

Who ought to use the Information Analytics Lens?

The Information Analytics Lens is meant for all AWS prospects who use analytics processes to run their workloads.

We imagine that the lens can be helpful no matter your stage of cloud adoption: whether or not you’re launching your first analytics workloads on AWS, migrating current providers to the cloud, or working to increase and enhance current AWS analytics workloads.

The fabric is meant to help prospects in roles akin to architects, builders, and operations crew members.

Conclusion

Making use of the Information Analytics Lens to your current architectures can validate the steadiness and effectivity of your design and supply suggestions to handle recognized gaps.

For extra details about constructing your individual Effectively-Architected methods utilizing the Information Analytics Lens, see the Information Analytics Lens whitepaper. For details about on the brand new Lens, please see the Effectively Architected Software and Lens Catalog briefs. When you require further professional steerage, contact your AWS account crew to interact a Specialist Options Architect.

To be taught extra about supported analytics options, buyer case research, and extra assets, confer with Structure Greatest Practices for Analytics & Massive Information.

In regards to the authors

Russell Jackson is a Senior Options Architect at AWS based mostly within the UK. Russell has over 15 years of analytics expertise and is enthusiastic about Massive Information, occasion driven-architectures and constructing environmentally sustainable knowledge pipelines. Outdoors of labor, Russell enjoys highway biking, wild swimming and touring.

Theo Tolv is a Senior Analytics Architect based mostly in Stockholm, Sweden. He’s labored with small and massive knowledge for many of his profession, and has constructed purposes operating on AWS since 2008. In his spare time he likes to tinker with electronics and skim house opera.

Bruce Ross is a Senior Options Architect at AWS within the New York Space. Bruce is the Lens Chief for the Effectively-Architected Framework. He has been concerned in IT and Content material Improvement for over 20 years. He’s an avid sailor and angler, and enjoys R&B, jazz, and classical music.

Dhiraj Thakur is a Options Architect with Amazon Internet Companies. He works with AWS prospects and companions to offer steerage on enterprise cloud adoption, migration, and technique. He’s enthusiastic about know-how and enjoys constructing and experimenting within the analytics and AI/ML house.

Pragnesh Shah is a Options Architect within the Companion Organisation. He’s specialist in migration, modernisation, Cloud technique, designing and delivering knowledge and analytics capabilities. Outdoors of labor, he spends time with household and nature. He likes to file nature sound and observe Zen meditation.