CIO

JANUARY 15, 2025

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? Alignment: Is the solution customisable for -specific architectures, and therefore able to unlock additional, unique efficiency, accuracy, and scalability improvements?

Generative AI 187

Generative AI Applications Artificial Inteligence Azure 187

CIO

APRIL 23, 2025

Maintaining legacy systems can consume a substantial share of IT budgets up to 70% according to some analyses diverting resources that could otherwise be invested in innovation and digital transformation. This is where Delta Lakehouse architecture truly shines. The financial and security implications are significant.

Insurance 164

Insurance Artificial Inteligence Data Architecture 164

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. However, the rapid pace of growth also highlights the urgent need for more sustainable and efficient resource management practices.

Sustainability 156

Sustainability Technical Review Architecture Fractional CTO 156

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

Abhishek Tiwari

DECEMBER 22, 2024

Alibaba has constructed a sophisticated microservices architecture to address the challenges of serving its vast user base and handling complex business operations. This article draws from research by Luo et al.,

Microservices 59

Microservices Architecture Construction Scalability 59

CIO

DECEMBER 9, 2024

Many legacy applications were not designed for flexibility and scalability. Services are delivered faster and with stronger security and a higher degree of engagement, and it frees up skilled resources to focus on more strategic endeavors.

Cloud 147

Cloud Meeting Architecture Software Engineering 147

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 Architecture 147

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. Get a free demo to explore cutting-edge solutions and resources for your hiring needs.

Software 130

Software Architecture System Design System Architecture 130

CIO

DECEMBER 5, 2024

This approach consumed considerable time and resources and delayed deriving actionable insights from data. When evaluating options, prioritize platforms that facilitate data democratization through low-code or no-code architectures. Integrating advanced technologies like genAI often requires extensively reengineering existing systems.

Enterprise 158

Enterprise Data Insurance Business Intelligence 158

CIO

MARCH 26, 2025

But when managed the right way, it can substantially boost the value of IT resources, while minimizing the risks stemming from migrating away from outdated IT platforms. At Lemongrass, he is responsible for platform and enterprise architecture, product management capability and platform enablement of the delivery service team.

Backup 181

Backup Weak Development Team Applications System 181

Luis Goncalves

APRIL 11, 2025

As Meghan Matuszynski, CEO of Inbound Media Solutions, notes: “Growth is about incrementally adding resources to increase revenue. Scaling is about dramatically increasing revenue without a dramatic increase in resources.” This requires specific approaches to product development, architecture, and delivery processes.

Weak Development Team 165

Weak Development Team Technical Review Sustainability Systems Review 165

Dzone - DevOps

MARCH 26, 2025

Leveraging Kafkas distributed architecture ensures high scalability, rapid event processing, and improved system resilience. Ultimately, this approach enhances operational efficiency by enabling proactive, intelligent automation that minimizes downtime and optimizes resource management.

How To 92

How To Scalability Architecture Resources 92

AWS Machine Learning - AI

MAY 1, 2025

We will deep dive into the MCP architecture later in this post. For MCP implementation, you need a scalable infrastructure to host these servers and an infrastructure to host the large language model (LLM), which will perform actions with the tools implemented by the MCP server. The following diagram illustrates this workflow.

Artificial Inteligence 120

Artificial Inteligence AWS Architecture Generative AI 120

AWS Machine Learning - AI

NOVEMBER 1, 2024

Without a scalable approach to controlling costs, organizations risk unbudgeted usage and cost overruns. This scalable, programmatic approach eliminates inefficient manual processes, reduces the risk of excess spending, and ensures that critical applications receive priority.

Generative AI 142

Generative AI AWS Artificial Inteligence Budget 142

Xebia

APRIL 15, 2025

Scalable Onboarding: Easing New Members into a Scala Codebase Piotr Zawia-Niedwiecki In this talk, Piotr Zawia-Niedwiecki, a senior AI engineer, shares insights from his experience onboarding over ten university graduates, focusing on the challenges and strategies to make the transition smoother. These concepts are rarely well-documented.

Architecture 130

Architecture Study Strategy Course 130

CIO

JUNE 24, 2024

Without the right cloud architecture, enterprises can be crushed under a mass of operational disruption that impedes their digital transformation. What’s getting in the way of transformation journeys for enterprises? The initial stages involve meticulous planning, analysis, and strategizing.

Architecture 164

Architecture Innovation Enterprise Cloud 164

Xebia

DECEMBER 16, 2024

Initially, our industry relied on monolithic architectures, where the entire application was a single, simple, cohesive unit. Ever increasing complexity To overcome these limitations, we transitioned to Service-Oriented Architecture (SOA). Up until now, Bicep was a domain-specific language for Azure resource deployments.

Software Development 130

Software Development Software Cloud Development 130

CIO

FEBRUARY 25, 2025

CIOs who bring real credibility to the conversation understand that AI is an output of a well architected, well managed, scalable set of data platforms, an operating model, and a governance model. CIOs have shared that in every meeting, people are enamored with AI and gen AI. Cybersecurity is also a huge focus for many organizations.

Technical Review 190

Technical Review Artificial Inteligence How To Recruiting 190

AWS Machine Learning - AI

JANUARY 29, 2025

In this post, we explore how to deploy distilled versions of DeepSeek-R1 with Amazon Bedrock Custom Model Import, making them accessible to organizations looking to use state-of-the-art AI capabilities within the secure and scalable AWS infrastructure at an effective cost. 8B ) and DeepSeek-R1-Distill-Llama-70B (from base model Llama-3.3-70B-Instruct

Generative AI 132

Generative AI Artificial Inteligence AWS Serverless 132

CIO

APRIL 15, 2025

With the new TPU, Google said it wants to offer better performance per watt per dollar than any TPUs it released earlier and this is welcome news for CIOs as they often have to do more with less or constrained resources.

Cloud 139

Cloud Innovation Artificial Inteligence Google Cloud 139

Cloudera

JANUARY 7, 2025

Leveraging Clouderas hybrid architecture, the organization optimized operational efficiency for diverse workloads, providing secure and compliant operations across jurisdictions while improving response times for public health initiatives. Scalability: Choose platforms that can dynamically scale to meet fluctuating workload demands.

Cloud 82

Cloud Data Scalability Compliance 82

Mobilunity

APRIL 24, 2025

In today’s digital landscape, businesses increasingly use cloud architecture to drive innovation, scalability, and efficiency. In contrast to conventional approaches, cloud-native applications are created specifically for the cloud platforms, enabling companies to leverage: Scalability. Scalability. billion in 2024.

Architecture 40

Architecture Cloud Google Cloud Systems Review 40

AWS Machine Learning - AI

JANUARY 29, 2025

In this post, we evaluate different generative AI operating model architectures that could be adopted. A centralized model may introduce bottlenecks that slow down time-to-market, so organizations need to adequately resource the team with sufficient personnel and automated processes to meet the demand from various LOBs efficiently.

Generative AI 98

Generative AI Organization Enterprise Artificial Inteligence 98

AWS Machine Learning - AI

NOVEMBER 6, 2024

The solution we explore consists of two main components: a Python application for the UI and an AWS deployment architecture for hosting and serving the application securely. The AWS deployment architecture makes sure the Python application is hosted and accessible from the internet to authenticated users. See the README.md

Generative AI 119

Generative AI AWS Artificial Inteligence Applications 119

AWS Machine Learning - AI

NOVEMBER 6, 2024

However, Cloud Center of Excellence (CCoE) teams often can be perceived as bottlenecks to organizational transformation due to limited resources and overwhelming demand for their support. Limited scalability – As the volume of requests increased, the CCoE team couldn’t disseminate updated directives quickly enough.

Generative AI 114

Generative AI Government Technical Review Innovation 114

CIO

DECEMBER 20, 2024

Azures growing adoption among companies leveraging cloud platforms highlights the increasing need for effective cloud resource management. Enterprises must focus on resource provisioning, automation, and monitoring to optimize cloud environments. Automation helps optimize resource allocation and minimize operational inefficiencies.

Azure 88

Azure Analysis Cloud Resources 88

AWS Machine Learning - AI

NOVEMBER 7, 2024

Depending on the use case and data isolation requirements, tenants can have a pooled knowledge base or a siloed one and implement item-level isolation or resource level isolation for the data respectively. You can also bring your own customized models and deploy them to Amazon Bedrock for supported architectures.

Generative AI 113

Generative AI AWS Enterprise Artificial Inteligence 113

CIO

MAY 30, 2024

As enterprises increasingly embrace serverless computing to build event-driven, scalable applications, the need for robust architectural patterns and operational best practices has become paramount. Enterprises and SMEs, all share a common objective for their cloud infra – reduced operational workloads and achieve greater scalability.

Serverless 174

Serverless Cloud Scalability Architecture 174

Xebia

FEBRUARY 23, 2025

As a result, the following data resources will become more and more important: Data contracts Data catalogs Data quality and observability tools Semantic layers One of the most important questions will therefore be: How can we make data optimally accessible to non-technical users within organizations?

Trends 130

Trends Data Artificial Inteligence Weak Development Team 130

CIO

MARCH 5, 2025

To answer this, we need to look at the major shifts reshaping the workplace and the network architectures that support it. The Foundation of the Caf-Like Branch: Zero-Trust Architecture At the heart of the caf-like branch is a technological evolution thats been years in the makingzero-trust security architecture.

WAN 103

WAN IoT Network Architecture 103

AWS Machine Learning - AI

MARCH 13, 2025

This post will discuss agentic AI driven architecture and ways of implementing. Agentic AI architecture Agentic AI architecture is a shift in process automation through autonomous agents towards the capabilities of AI, with the purpose of imitating cognitive abilities and enhancing the actions of traditional autonomous agents.

Artificial Inteligence 95

Artificial Inteligence Lambda Travel Generative AI 95

CIO

DECEMBER 9, 2024

Many legacy applications were not designed for flexibility and scalability. Services are delivered faster and with stronger security and a higher degree of engagement, and it frees up skilled resources to focus on more strategic endeavors.

Cloud 88

Cloud Meeting Architecture Software Engineering 88

CIO

MARCH 31, 2025

Core challenges for sovereign AI Resource constraints Developing and maintaining sovereign AI systems requires significant investments in infrastructure, including hardware (e.g., Many countries face challenges in acquiring or developing the necessary resources, particularly hardware and energy to support AI capabilities.

Technical Review 117

Technical Review Artificial Inteligence Compliance Open Source 117

AWS Machine Learning - AI

APRIL 23, 2024

As successful proof-of-concepts transition into production, organizations are increasingly in need of enterprise scalable solutions. However, to unlock the long-term success and viability of these AI-powered solutions, it is crucial to align them with well-established architectural principles.

Knowledge Base 126

Knowledge Base Scalability Applications Generative AI 126

CIO

MARCH 16, 2025

From a developer perspective, integrating multiple mini-apps into a cohesive super-app presents hurdles as each mini-app has distinct functional requirements and dependencies, adding complexity that necessitates considerable resource allocation to maintain and update multiple mini-apps simultaneously.

Mobile 99

Mobile Banking Scalability Compliance 99

Cloudera

DECEMBER 4, 2024

The Cloudera AI Inference service is a highly scalable, secure, and high-performance deployment environment for serving production AI models and related applications. Conclusion In this first post, we introduced the Cloudera AI Inference service, explained why we built it, and took a high-level tour of its architecture.

Artificial Inteligence 73

Artificial Inteligence Architecture Machine Learning Metrics 73

AWS Machine Learning - AI

MAY 2, 2025

The following diagram illustrates the solution architecture on AWS. Secure access using Route 53 and Amplify The journey begins with the user accessing the WordFinder app through a domain managed by Amazon Route 53 , a highly available and scalable cloud DNS web service.

Generative AI 92

Generative AI AWS Lambda Authentication 92