CIO

APRIL 16, 2025

Jenga builder: Enterprise architects piece together both reusable and replaceable components and solutions enabling responsive (adaptable, resilient) architectures that accelerate time-to-market without disrupting other components or the architecture overall (e.g. compromising quality, structure, integrity, goals).

Technical Review 186

Technical Review Enterprise Strategy Innovation 186

AWS Machine Learning - AI

OCTOBER 29, 2024

To address this consideration and enhance your use of batch inference, we’ve developed a scalable solution using AWS Lambda and Amazon DynamoDB. Solution overview The solution presented in this post uses batch inference in Amazon Bedrock to process many requests efficiently using the following solution architecture.

Scalability 129

Scalability Lambda Generative AI AWS 129

Xebia

APRIL 14, 2025

Their journey offers valuable lessons for IT leaders seeking scalable and efficient architecture solutions. This story may sound familiar to many IT leaders: the business grows, but legacy IT architecture cant keep up limiting innovation and speed. Domain-Driven Design gurus could see good old bounded contexts here.

Architecture 130

Architecture Microservices Transportation System 130

CIO

FEBRUARY 11, 2025

Add to this the escalating costs of maintaining legacy systems, which often act as bottlenecks for scalability. The latter option had emerged as a compelling solution, offering the promise of enhanced agility, reduced operational costs, and seamless scalability. Scalability. Architecture complexity. Legacy infrastructure.

Serverless 155

Serverless Architecture Microservices Scalability 155

Dzone - DevOps

MARCH 28, 2025

The architecture downstream ensures scalability, cost efficiency, and real-time access to applications. This blog post discusses an end-to-end ML pipeline on AWS SageMaker that leverages serverless computing, event-trigger-based data processing, and external API integrations.

Scalability 88

Scalability Artificial Inteligence AWS Artificial Intelligence 88

DevOps.com

JANUARY 6, 2025

Just like microservices architecture in backend development, the term micro-frontend came into existence by Thoughtworks Technology. Micro-frontend is a new and effective approach to building data-dense or heavy applications as well as websites. Thoughtworks included micro-frontend for the first time in its […]

Applications 102

Applications Scalability Microservices Architecture 102

CIO

JANUARY 7, 2025

In todays fast-paced digital landscape, the cloud has emerged as a cornerstone of modern business infrastructure, offering unparalleled scalability, agility, and cost-efficiency. Technology modernization strategy : Evaluate the overall IT landscape through the lens of enterprise architecture and assess IT applications through a 7R framework.

Cloud 147

Cloud Strategy Architecture Technical Review 147

Xebia

APRIL 17, 2025

Native Multi-Agent Architecture: Build scalable applications by composing specialized agents in a hierarchy. I saw its scalability in action on stage and was impressed by how easily you can adapt your pandas import code to allow BigQuery engine to do the analysis. BigFrames 2.0 offers a scikit-learn-like API for ML.

Google Cloud 223

Google Cloud Artificial Inteligence Cloud Video 223

CIO

NOVEMBER 19, 2024

Scalable data infrastructure As AI models become more complex, their computational requirements increase. As a long-time partner with NVIDIA, NetApp has delivered certified NVIDIA DGX SuperPOD and NetApp ® AIPod ™ architectures and has seen rapid adoption of AI workflows on first-party cloud offerings at the hyperscalers.

Artificial Inteligence 174

Artificial Inteligence Engineering Data Storage 174

CIO

NOVEMBER 19, 2024

Scalability issues Failing: AI solutions that work in controlled environments may struggle to scale effectively in real-world conditions. Solution: Conduct thorough scalability testing and use modular architectures to facilitate easier scaling.

Generative AI 205

Generative AI How To Compliance Scalability 205

DevOps.com

JUNE 9, 2025

But this is where architectural momentum can become architectural friction. In hindsight, this was the point where a more production-minded architectural lens could have shifted the trajectory: Python + Flask may feel familiar, but modern frontend gravity has clearly consolidated around React and TypeScript.

Software Review 82

Software Review Product Management Architecture Government 82

CIO

MARCH 6, 2025

Enterprise architecture (EA) has evolved beyond governance and documentation. Common pitfalls without Operational EA Many organizations stop at Foundational EA, treating architecture as a passive support function rather than an enabler of execution. Ensure architecture insights drive business strategy. The result?

Architecture 128

Architecture Enterprise Technical Review Agile 128

AWS Machine Learning - AI

MAY 21, 2025

Some companies go to great lengths to maintain confidentiality, sometimes adopting multi-account architectures, where each customer has their data in a separate AWS account.

Scalability 105

Scalability AWS Generative AI Software Review 105

Martin Fowler

DECEMBER 12, 2024

Andreas Kutschmann explains how they work and how to organize them to balance scalability, maintainability and developer experience. Design tokens are fundamental design decisions represented as data.

Architecture 212

Architecture Scalability Organization Data 212

CIO

JANUARY 15, 2025

Alignment: Is the solution customisable for -specific architectures, and therefore able to unlock additional, unique efficiency, accuracy, and scalability improvements? Speed: Does it deliver rapid, secure, pre-built tools and resources so developers can focus on quality outcomes for the business rather than risk and integration?

Generative AI 187

Generative AI Applications Artificial Inteligence Azure 187

Experion

MAY 23, 2025

At Experion Technologies, we enable future-ready enterprises to break free from monolithic data systems through modern data mesh architecture, delivering decentralized intelligence, domain-level agility, and high-impact business insights. What is Data Mesh?

Architecture 52

Architecture Data Weak Development Team Government 52

CIO

NOVEMBER 22, 2024

Unfortunately, despite hard-earned lessons around what works and what doesn’t, pressure-tested reference architectures for gen AI — what IT executives want most — remain few and far between, she said. It’s time for them to actually relook at their existing enterprise architecture for data and AI,” Guan said. “A

Airlines 204

Airlines LAN Generative AI Travel 204

The New Stack

JUNE 13, 2025

This demand has also driven interest in flexible consumption models and scalable infrastructure. As a result, developers should design for modular, scalable growth to accommodate rapid growth in usage, customer demand, or product expansion. The rise of DeepSeek has only heightened the interest in AI infrastructure optimization.

Storage 128

Storage Infrastructure Technical Review Energy 128

CIO

APRIL 23, 2025

This is where Delta Lakehouse architecture truly shines. Approach Sid Dixit Implementing lakehouse architecture is a three-phase journey, with each stage demanding dedicated focus and independent treatment. Step 2: Transformation (using ELT and Medallion Architecture ) Bronze layer: Keep it raw.

Insurance 164

Insurance Artificial Inteligence Data Architecture 164

The New Stack

JUNE 12, 2025

SLMs, typically with fewer parameters and leaner computational demands, can offer substantial advantages in scenarios where responsiveness, scalability and cost-efficiency are critical. Their smaller footprint makes them ideal candidates for cloud native architectures, emphasizing agility and cost-effectiveness.

Open Source 116

Open Source Cloud Serverless Scalability 116

CIO

FEBRUARY 4, 2025

This surge is driven by the rapid expansion of cloud computing and artificial intelligence, both of which are reshaping industries and enabling unprecedented scalability and innovation. The result was a compromised availability architecture. Global IT spending is expected to soar in 2025, gaining 9% according to recent estimates.

Sustainability 156

Sustainability Technical Review Architecture Fractional CTO 156

CIO

NOVEMBER 27, 2024

With data existing in a variety of architectures and forms, it can be impossible to discern which resources are the best for fueling GenAI. With the right hybrid data architecture, you can bring AI models to your data instead of the other way around, ensuring safer, more governed deployments.

Data 147

Data How To Government Survey 147

AWS Machine Learning - AI

MARCH 4, 2025

To achieve these goals, the AWS Well-Architected Framework provides comprehensive guidance for building and improving cloud architectures. The solution incorporates the following key features: Using a Retrieval Augmented Generation (RAG) architecture, the system generates a context-aware detailed assessment.

Generative AI 118

Generative AI Technical Review Software Review Systems Review 118

CIO

JANUARY 15, 2025

Alignment: Is the solution customisable for -specific architectures, and therefore able to unlock additional, unique efficiency, accuracy, and scalability improvements? Speed: Does it deliver rapid, secure, pre-built tools and resources so developers can focus on quality outcomes for the business rather than risk and integration?

Generative AI 173

Generative AI Applications Artificial Inteligence Azure 173

CIO

DECEMBER 9, 2024

Many legacy applications were not designed for flexibility and scalability. AI and GenAI optimize cloud architectures and cloud-native applications GenAI is also proving adept at analyzing cloud architectures, suggesting optimal cloud configurations and identifying the most appropriate modernization approaches.

Cloud 147

Cloud Meeting Architecture Software Engineering 147

CIO

MARCH 20, 2025

AI practitioners and industry leaders discussed these trends, shared best practices, and provided real-world use cases during EXLs recent virtual event, AI in Action: Driving the Shift to Scalable AI. And its modular architecture distributes tasks across multiple agents in parallel, increasing the speed and scalability of migrations.

Artificial Inteligence 139

Artificial Inteligence Enterprise Insurance Artificial Intelligence 139

Teradata

MAY 30, 2025

Register now Home Insights Artificial Intelligence Article Build a Data Mesh Architecture Using Teradata VantageCloud on AWS Explore how to build a data mesh architecture using Teradata VantageCloud Lake as the core data platform on AWS. The data mesh architecture Key components of the data mesh architecture 1.

Architecture 52

Architecture AWS Artificial Inteligence Data 52

The New Stack

JUNE 13, 2025

Initially developed in the Sky Computing Lab at UC Berkeley, this library has evolved into a community-driven project that addresses the critical challenges of memory management, throughput optimization and scalable deployment in LLM applications.

Artificial Inteligence 125

Artificial Inteligence Performance Engineering Hardware 125

AWS Machine Learning - AI

APRIL 2, 2025

Ray promotes the same coding patterns for both a simple machine learning (ML) experiment and a scalable, resilient production application. Ray is an open-source distributed computing framework designed to run highly scalable and parallel Python applications. The following diagram illustrates the solution architecture.

Scalability 114

Scalability Artificial Inteligence AWS Machine Learning 114

CIO

JANUARY 15, 2025

Alignment: Is the solution customisable for -specific architectures, and therefore able to unlock additional, unique efficiency, accuracy, and scalability improvements? Speed: Does it deliver rapid, secure, pre-built tools and resources so developers can focus on quality outcomes for the business rather than risk and integration?

Generative AI 158

Generative AI Applications Artificial Inteligence Azure 158

Hacker Earth Developers Blog

APRIL 16, 2025

It is important for us to rethink our role as developers and focus on architecture and system design rather than simply on typing code. AI-generated code can sometimes be verbose or lack the architectural discipline required for complex systems. The Promise and the Pitfalls I have experienced both sides of vibe coding.

Software 130

Software Architecture System Design System Architecture 130

CIO

NOVEMBER 21, 2024

These metrics might include operational cost savings, improved system reliability, or enhanced scalability. This practical understanding of technology enables businesses to make informed decisions, balancing the potential benefits of innovation with the realities of implementation and scalability.

Strategy 183

Strategy Technical Advisors Agile Culture 183

CIO

MAY 29, 2025

They need to move beyond traditional data architecture that is often rigid and siloed, which creates direct impediments to AI innovation and competitive agility. Thats why there is a massive pivot toward AI powered open lakehouse architectures. Modern unified catalogs (e.g.,

Artificial Inteligence 131

Artificial Inteligence Cloud Data Google Cloud 131

CIO

DECEMBER 5, 2024

When evaluating options, prioritize platforms that facilitate data democratization through low-code or no-code architectures. A robust data distillery should integrate governance, modeling, architecture, and warehousing capabilities while providing comprehensive oversight aligning with industry standards and regulations.

Enterprise 158

Enterprise Data Insurance Business Intelligence 158