CIO

MARCH 27, 2025

Identity resolution is central to all three, yet many organizations struggle with fragmented data, vendor management, and scalable identity solutions. The company utilizes advanced ML algorithms to construct an accurate view of the customer. We share three common mistakes that hinder data strategies and how they can be fixed.

Strategy 105

Strategy Data Vendor Management Construction 105

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.

Generative AI 119

Generative AI AWS Artificial Inteligence Applications 119

TechCrunch

FEBRUARY 8, 2022

There may be similar materials and constructions to what we’re doing in terms of cells, that diaphragm limits their ability to run at higher current densities. There may be similar materials and constructions to what we’re doing in terms of cells, that diaphragm limits their ability to run at higher current densities.

Chemicals 247

Chemicals Energy Construction Industry 247

AWS Machine Learning - AI

APRIL 1, 2025

This AI-driven approach is particularly valuable in cloud development, where developers need to orchestrate multiple services while maintaining security, scalability, and cost-efficiency. Lets create an architecture that uses Amazon Bedrock Agents with a custom action group to call your internal API.

AWS 119

AWS Software Review Knowledge Base Artificial Inteligence 119

AWS Machine Learning - AI

MAY 28, 2025

By combining parallel decoding with AWS Trainium and Inferentia chips , Rufus achieved two times faster response times, a 50% reduction in inference costs, and seamless scalability during peak traffic. This architectural synergy simplified the deployment while delivering efficient inference at scale.

Artificial Inteligence 68

Artificial Inteligence AWS Generative AI Scalability 68

Erik Bernhardsson

DECEMBER 4, 2016

There is a “ship of Theseus” effect, but there’s also a compounding effect where codebases keep growing over time (maybe I should call it “Second Avenue Subway” effect, after the construction project in NYC that’s been going on since 1919 ). Is the architecture basically not as “linear” and consistent? Does this reflect on Angular?

Linux 241

Linux Open Source Scalability Architecture 241

AWS Machine Learning - AI

MARCH 7, 2025

In this post, we describe the development journey of the generative AI companion for Mozart, the data, the architecture, and the evaluation of the pipeline. The following diagram illustrates the solution architecture. For constructing the tracked difference format, containing redlines, Verisk used a non-FM based solution.

Generative AI 100

Generative AI Technical Review Insurance Policies 100

Cloudera

NOVEMBER 22, 2021

In legacy analytical systems such as enterprise data warehouses, the scalability challenges of a system were primarily associated with computational scalability, i.e., the ability of a data platform to handle larger volumes of data in an agile and cost-efficient way. How Cloudera Data Platform (CDP) Addresses Scalability Challenges.

Scalability 94

Scalability Data Technical Review Analytics 94

AWS Machine Learning - AI

DECEMBER 19, 2024

The following diagram shows the high-level architecture of the solution. The modular and scalable design of CrewAI makes it well-suited for developing both simple and sophisticated multi-agent AI applications. The following diagram shows this architecture. The following diagram shows this multi-agent pipeline.

Open Source 121

Open Source Artificial Inteligence AWS Generative AI 121

AWS Machine Learning - AI

OCTOBER 31, 2024

By implementing this architectural pattern, organizations that use Google Workspace can empower their workforce to access groundbreaking AI solutions powered by Amazon Web Services (AWS) and make informed decisions without leaving their collaboration tool. In the following sections, we explain how to deploy this architecture.

Generative AI 122

Generative AI Lambda Applications AWS 122

The Citus Data

MAY 9, 2023

In this blog post, we’ll dive deeper into the concept of multi-tenancy and explore how Django-multitenant can help you build scalable, secure, and maintainable multi-tenant applications on top of PostgreSQL and the Citus database extension. What is multi-tenancy? filter ( user = request. first () views.

Scalability 109

Scalability Software Review Applications Open Source 109

AWS Machine Learning - AI

MARCH 3, 2025

Tuning model architecture requires technical expertise, training and fine-tuning parameters, and managing distributed training infrastructure, among others. These recipes are processed through the HyperPod recipe launcher, which serves as the orchestration layer responsible for launching a job on the corresponding architecture.

Artificial Inteligence 97

Artificial Inteligence Generative AI AWS Training 97

AWS Machine Learning - AI

JANUARY 13, 2025

The architecture seamlessly integrates multiple AWS services with Amazon Bedrock, allowing for efficient data extraction and comparison. The following diagram illustrates the solution architecture. The function constructs a detailed prompt designed to guide the Amazon Titan Express model in evaluating the universitys submission.

Education 111

Education Report Technical Review Generative AI 111

AWS Machine Learning - AI

MARCH 20, 2025

Before we dive deep into the deployment of the AI agent, lets walk through the key steps of the architecture, as shown in the following diagram. The solutions scalability and flexibility allow organizations to seamlessly integrate advanced AI capabilities into existing applications, databases, and third-party systems.

Generative AI 115

Generative AI Systems Review System Lambda 115

Apiumhub

NOVEMBER 22, 2023

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.

Architecture 90

Architecture Enterprise Case Study Agile 90

O'Reilly Media - Ideas

OCTOBER 23, 2018

I should start by saying this section does not offer a treatise on how to do architecture. Vitruvius and the principles of architecture. Architecture begins when someone has a nontrivial problem to be solved. Everyone who goes to architecture school learns his work. It must be beautiful, like Venus, inspiring love.

Architecture 98

Architecture Strategy Technical Review Development Team Review 98

AWS Machine Learning - AI

DECEMBER 18, 2024

Because the final, comprehensive pre-training dataset was still under construction, it was essential to begin with an approach that could adapt existing models to Italian. The SageMaker HyperPod cluster architecture consisted of a controller machine to orchestrate the training jobs coordination and resource allocation.

Artificial Inteligence 101

Artificial Inteligence Generative AI AWS Telecommunications 101

AWS Machine Learning - AI

MARCH 13, 2025

Additionally, it uses NVIDIAs parallel thread execution (PTX) constructs to boost training efficiency, and a combined framework of supervised fine-tuning (SFT) and group robust policy optimization (GRPO) makes sure its results are both transparent and interpretable. Model Base Model Download DeepSeek-R1-Distill-Qwen-1.5B

Artificial Inteligence 106

Artificial Inteligence AWS Machine Learning Load Balancer 106

The Crazy Programmer

JUNE 24, 2020

It is going to help you in becoming comfortable with asynchronous code by leveraging different constructs such as callbacks, promise, generators and async-await syntax. This book will help you in identifying the most important concerns and apply unique tricks to achieve higher scalability and modularity in your Node.js application.

Web Development 179

Web Development eBook Scalability Authentication 179

Apiumhub

JUNE 17, 2020

Evolutionary architecture is something every software architect thinks about. To support this evolution, fitness functions can help in finding how well a system meets specified architecture goals and constraints in an automated way. And today’s post is about architectural fitness functions. . Atomic vs Holistic .

Architecture 61

Architecture Software Review Technical Review Systems Review 61

AWS Machine Learning - AI

APRIL 24, 2025

The solution uses the data domain to construct prompt inputs for the generative LLM. This mapping is similar in nature to intent classification, and enables the construction of an LLM prompt that is scoped for each input query (described next). Scoping data domain for focused prompt construction This is a divide-and-conquer pattern.

Artificial Inteligence 107

Artificial Inteligence Enterprise Generative AI Technical Review 107

Dzone - DevOps

AUGUST 15, 2023

When used to construct microservices, AWS Lambda provides a route to craft scalable and flexible cloud-based applications. AWS Lambda supports code execution without server provisioning or management, rendering it an appropriate choice for microservices architecture.

Lambda 97

Lambda Microservices AWS Construction 97

CIO

JANUARY 5, 2023

Fidelity National Information Services And among low-code tools, for instance, FIS chose WaveMaker because its components seemed more scalable than its competitors, and its per-developer licensing model was less expensive than the per runtime model of other tools. Vikram Ramani, Fidelity National Information Services CTO.

Software Review 193

Software Review Tools Off-The-Shelf Technical Review 193

CIO

MAY 13, 2025

This reality required my teams to persist through architectural endeavors, and the tightest scrutiny I experienced on my teams was often in team culture. and when the design will not scale and needs a different architectural consideration. what if this dependency fails?)

Systems Review 133

Systems Review Weak Development Team Engineering Performance 133

Netflix Tech

MARCH 28, 2025

This scenario underscored the need for a new recommender system architecture where member preference learning is centralized, enhancing accessibility and utility across different models. Furthermore, it was difficult to transfer innovations from one model to another, given that most are independently trained despite using common data sources.

Artificial Inteligence 90

Artificial Inteligence Systems Review Training Windows 90

CIO

APRIL 24, 2025

Considering that the structured logic of coding, problem-solving, and system architecture often mirrors the rhythms, harmonies, and improvisations of musical composition, its not surprising that a significant number of technologists are also musicians. Once you have the song constructed and arranged, the execution needs to be precise.

Leadership 105

Leadership Construction Analytics Banking 105

Perficient

APRIL 29, 2025

Its flexibility and scalability make it an ideal choice for businesses and organizations seeking to create unique digital experiences. Customizable: We can easily construct logic by completely changing APIs, routes, or plugins to meet our exact requirements. and TypeScript-based architecture ensures fast and robust performance.

Wireless 52

Wireless eCommerce Authentication Comparison 52

Stackery

JUNE 5, 2025

Cloud applications have three core infosec needs: - resource-level access controls - secrets management - fallbacks for network-level security (where necessary) ### A look at some real-world examples #### Resource-Level access controls Modern applications are constructed via collections of managed services.

Serverless 52

Serverless AWS Authentication Lambda 52

AWS Machine Learning - AI

APRIL 30, 2025

Although larger models typically excel at identifying the appropriate functions to call and constructing proper parameters, they come with higher costs and latency. This advancement makes sophisticated agent architectures more accessible and economically viable across a broader range of applications and scales of deployment.

Artificial Inteligence 114

Artificial Inteligence Generative AI AWS Training 114

CIO

AUGUST 16, 2023

Today, state-owned Svevia is the country’s largest company in the operation and maintenance of roads and bridges, and manages over 50% of the road network yet, just like in the construction industry, it’s been relatively late to digitization. It’s important to get access to data in order to digitize an entire company,” she says.

Cloud 147

Cloud Transportation Construction Quality Assurance 147

AWS Machine Learning - AI

MAY 2, 2025

This architecture demonstrates the significant advantages of deploying multiple specialized agents, each designed to handle distinct aspects of complex tasks such as financial analysis. Because of this flexible, composable pattern, customers can construct efficient networks of interconnected agents that work seamlessly together.

Real Estate 90

Real Estate Artificial Inteligence Knowledge Base Lambda 90

AWS Machine Learning - AI

FEBRUARY 20, 2025

In this post, we describe the development of the customer support process in PAAS, incorporating generative AI, the data, the architecture, and the evaluation of the results. A RAG architecture offered the transparency required in the context retrieval process, which would ultimately be used to generate user responses.

Generative AI 114

Generative AI Artificial Inteligence Technical Review Knowledge Base 114

CIO

JULY 24, 2024

Key strategies for exploitation: Scalability: Ensure that the technology can scale to meet the organization’s needs. Key strategies for evolution: Maintain flexible architecture: Maintain the modularity and scalability of solutions to enable cost-effective capability expansions as requirements evolve.

Technical Review 148

Technical Review Technology Minimum Viable Product Weak Development Team 148

Perficient

NOVEMBER 15, 2024

Key areas where we often help HCOs do just that are through digital front door strategies, implementation of intelligent search , and reimagining information architecture (IA). We recommend that HCOs continue building a scalable foundation to connect and integrate consumer data across health systems, providers, and insurers.

Healthcare 64

Healthcare Trends Insurance Business Transformation 64

Hacker Earth Developers Blog

OCTOBER 24, 2023

The role of a system design engineer includes creating the architecture for different components of a given system, and defining how they interact with each other for a common goal. scalability, performance, fault tolerance). Point out areas for improvement and provide constructive criticism.

System Design 147

System Design System Recruiting Scalability 147

Hacker Earth Developers Blog

JUNE 7, 2020

It involves designing elements of a system, such as architecture, modules, components (and their interfaces), and data. . Unified Modelling Language (UML): Helps system and software developers specify, visualize, construct, and document software systems as well as used for business modeling and other non-software systems. to FaceCode.

System Design 130

System Design System AWS Architecture 130

Hacker Earth Developers Blog

JUNE 7, 2020

It involves designing elements of a system, such as architecture, modules, components (and their interfaces), and data. . Unified Modelling Language (UML): Helps system and software developers specify, visualize, construct, and document software systems as well as used for business modeling and other non-software systems. to FaceCode.

System Design 130

System Design System AWS Architecture 130