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Let’s review a casestudy and see how we can start to realize benefits now. Agentic AI design: A casestudy When you start doing agentic AI design you need to break down the tasks, identify the roles and map those to specific functionality that an agent will perform.
The following diagram illustrates the solution architecture. Fine-tune an Amazon Nova model using the Amazon Bedrock API In this section, we provide detailed walkthroughs on fine-tuning and hosting customized Amazon Nova models using Amazon Bedrock.
To read the full casestudy, click here.). To read the full casestudy, click here.). They wanted a storage solution with a three-tier architecture that delivers high availability, high performance, top-notch replication capabilities, support for virtualized environments, and flexibility to scale at short notice.
Cloud architects are responsible for managing the cloud computing architecture in an organization, especially as cloud technologies grow increasingly complex. At organizations that have already completed their cloud adoption, cloud architects help maintain, oversee, troubleshoot, and optimize cloud architecture over time.
The premise of SLIs/SLOs is that all teams—product, architecture, development, and platform— need to look at services from the customer’s perspective. Service Level Indicators and Service Level Objectives are now the principal tools for focusing on what really matters.
As data volumes continue to grow, the systems and architectures need to evolve. As data volumes grew, more teams needed to access reports, and the data environment became more complex, they realized that the existing architecture couldn’t provide the quality and accessibility they needed. On-premises systems were costly.
DIY LLM Evaluation, a CaseStudy of Rhyming in ABBA Schema It’s becoming common knowledge: You should not choose your LLMs based on static benchmarks. Especially when combined with the auto-regressive architecture of most LLMs. So far I had been eye-balling this… but now it was time for a more structured approach.
In this post, we share an ML infrastructure architecture that uses SageMaker HyperPod to support research team innovation in video generation. By leveraging the architecture and pre-trained generative capabilities of diffusion models, scientists aim to create visually impressive videos.
In this casestudy, we’ll show how we used research-driven CRO (conversion rate optimization) techniques to increase lead conversion rate by 79% for China Expat Health, a lead generation company. For revenue-generating landing pages it is best to always follow the Bauhaus design aesthetic (from architecture).
Data Science and Machine Learning sessions will cover tools, techniques, and casestudies. This year’s sessions on Data Engineering and Architecture showcases streaming and real-time applications, along with the data platforms used at several leading companies. Here are some examples: Data CaseStudies (12 presentations).
This article presents a guided approach to starting your next architecture modernization project with a Domain-Driven Discovery (DDD), illustrated with a medical supply company that is migrating its core systems to the cloud. What if your project is modernizing your tangled old legacy system or migrating all your workloads to the cloud?
As the organizers of the GSAS 2023 , we take pride in continuously monitoring new releases of software architecture books to extend invitations to their authors for our event. What’s even more exciting is that some of these authors will be generously raffling off copies of their software architecture books to our attendees!
We are delighted to announce the release of our new book “ Software Architecture Metrics: CaseStudies to Improve the Quality of Your Architecture ”. Global Software Architecture Summit for meeting all these software architects, who push me forward and who generate interesting discussions. ”- book authors.
This is where TOGAF (the Open Group Architecture Framework) comes into play. It is an enterprise architecture framework that offers a systematic and comprehensive approach to achieving business transformation and sustainable success. It helps architects organize and document the architecture effectively.
The Challenge: Building a Strong Foundation with GitHub A leading retail company aiming to leverage GitHub’s platform for CI/CD automation, architecture, security, and organization, partnered with Coveros to ensure a smooth and successful migration. Coveros Can Help Looking to accelerate your team’s use of GitHub?
It was an interesting casestudy of global cyber impact, says Charles Clancy, CTO at Mitre. Last summer, a faulty CrowdStrike software update took down millions of computers, caused billions in damages, and underscored that companies are still not able to manage third-party risks, or respond quickly and efficiently to disruptions.
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Accelerate building on AWS What if your AI assistant could instantly access deep AWS knowledge, understanding every AWS service, best practice, and architectural pattern? Lets create an architecture that uses Amazon Bedrock Agents with a custom action group to call your internal API.
The phrase had an important role in helping many of us think through new architectures for how […]. The term “Big Data” has been around quite a while (see a short history of Big Data here), but really came into mainstream discussion in 2007 (which also happens to be the first year CTOvision used the word).
Get a comprehensive overview and hands-on training on software architecture's many aspects. The sessions at the O’Reilly Software Architecture Conference reflect this fact. Fundamentals of software architecture (Mark Richards). CaseStudy: Maturing an agile organization with intentional architecture (Nimisha Ashatagiri).
Apiumhub team’s favourite software architecture newsletters — from career path tips to recommendations, casestudies, books, events and interviews with leading software architects. . So you want to keep a close eye on software architecture? 15 best software architecture newsletters to follow .
She found the right scope of work for me start thinking about higher-level software architecture. The post A CaseStudy in Learning Code Abstraction appeared first on Tandem. Most excitingly, I feel more my confident in my intuition to ask, “Hey, this code isn’t working for us anymore. Why is that?”
Welcome back to this casestudy on doing a lift and shift from Drupal to Sitecore 10.2 In this article, we’ll show the theme setup, the grid setup and the base sxa component. Theme Since we are using SXA, we used the sxa cli to create our theme and upload into Sitecore.
This means excelling in the under-the-radar disciplines of data architecture and data governance. Based on its analysis, McKinsey has concluded that a midsize institution with $5 billion of operating costs spends more than $250 million on data across third-party data sourcing, architecture, governance, and consumption.
The result of the collaboration was a fully integrated, cloud-based, smart meter and energy management system, that Farys named, “The Smart Water Platform,” built on the flexible, open architecture of SAP Business Technology Platform (BTP) and SAP Cloud for Energy. For post-implementation details, read the casestudy.
Their existing Sitecore architecture worked well for content authoring, but Sitecore’s heavy infrastructure didn’t allow for the lightning-fast experience their customers expected. This casestudy explores the technical decision-making behind the change in the architecture, and what the Jamstack has enabled for Klépierre so far.
The course covers principles of generative AI, data acquisition and preprocessing, neural network architectures, natural language processing, image and video generation, audio synthesis, and creative AI applications. Upon completing the learning modules, you will need to pass a chartered exam to earn the CGAI designation.
Cloud as a casestudy: What we learned The cloud journey is a good casestudy for thinking about disruption. A range of state-of-the-art tools to build optimized AI architectures and the ability to digitally engineer deployments in virtual environments. Digital Realty’s solution?
The following diagram illustrates the solution architecture on AWS. In this architecture, the frontend of the word finding app is hosted on Amplify. In the following sections, we discuss the flow and key components of the solution in more detail. The user might then find their word, or drill deeper into other related words.
The rise of deep learning has made this even more pronounced, as many modern neural network architectures rely on very large amounts of training data. Casestudies. We showcase many casestudies at the upcoming Strata Data conference in NYC; here are a selection of talks from a few application domains: "Financial Services".
In this book, Cloudera professionals Ben Spivey and Joey Echeverria provide a thorough treatment of Hadoop security architecture and implementation to help architects navigate the common challenges of this phase. Example casestudies demonstrate how the book’s material is immediately applicable to your use cases.
Richard Jardim, Executive Vice-President & CIO, and Bradley Fedosoff, Senior Vice-President – Architecture, Data & Analytics, shared their insights and experiences, leaving attendees with valuable lessons on navigating complexity and embracing emerging technologies.
For example, a user might ask about the main points discussed in a blog post on cloud security, the installation steps outlined in a user guide, findings from a casestudy on hybrid cloud usage, market trends noted in an analyst report, or key takeaways from a whitepaper on data encryption.
They recognize that building a strong foundational architecture is an essential first step on their organization’s journey to enterprise readiness—and one that will position the business to scale gen AI with maximum efficiency and effectiveness, and foster successful adoption across the enterprise.
One of the toughest decisions your software development team may face as you scale is deciding between keeping your current codebase and rebuilding on a new software architecture. Wait, but what is sacrificial architecture? Many companies work on sacrificial architecture strategically. Sacrificial Architecture: CaseStudies.
This flexible, scalable and repeatable architecture led the Cloud Director to state: “I am extremely impressed with the level of expertise and dedication demonstrated by the tech team at BlueSentry. The post CASESTUDY: Moving at the Speed of Cryptocurrency with Infrastructure as Code appeared first on Blue Sentry Cloud.
The program will cover the latest developments in tools, algorithms, and architectures, applications such as finance and robotics, novel interfaces like bots, plus much more. The O’Reilly AI Conference is returning to New York June 26–29, 2017 to explore the most essential and intriguing topics in intelligence engineering and applied AI.
Using Apache Ignite technology from GridGain, Wiesenfeld created an in-memory computing architecture. Due to compliance constraints, we simply can not deploy any system that accesses all data from one central point,” said Alexander Seeholzer, director of data services at Switzerland-based Sophia Genetics in a Starburst casestudy.
We thank Intel for publishing their casestudy, it is a fantastic and very helpful contribution to the community. Architecture CTO Cyber Security DoD and IC'
Drupal to Sitecore SXA One of my recent projects was a full site lift and shift from Drupal to Sitecore 10.2 The goal was to make the new frontend Sitecore site look exactly like the old Drupal site. We did fix a few accessibility issues on the existing site as we went, but we did not change any of the design or ux.
Its founders, Matt Biilmann and Chris Bach, have been convinced of the virtues of the architectural approach now known as JAMstack for long enough, and with enough conviction, to create a company which specializes in services for JAMstack sites. Casestudies and the result of real world applications of JAMstack.
There are some qualities that differentiate average from high performing software development companies and attitude towards the software architecture culture is one of them. Software architecture culture. Both valuing software architecture and striving for continuous delivery are critical. It is proven!
“We worked with our client, Klépierre, to build and scale their architecture across 98 sites. To create high-performing sites with a faster digital experience, they adopted a Jamstack approach with a decoupled architecture, integrating Netlify with services like Shopify Plus. We offer two agency partnership models.
The initial stage involved establishing the data architecture, which provided the ability to handle the data more effectively and systematically. “We The team spent about six months building and testing the platform architecture and data foundation, and then spent the next six months developing the various use cases.
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