AWS Machine Learning - AI

MARCH 13, 2025

In this collaboration, the Generative AI Innovation Center team created an accurate and cost-efficient generative AIbased solution using batch inference in Amazon Bedrock , helping GoDaddy improve their existing product categorization system. The security measures are inherently integrated into the AWS services employed in this architecture.

Artificial Inteligence 93

Artificial Inteligence Systems Review System Generative AI 93

Martin Fowler

OCTOBER 20, 2022

Pretty much all the practitioners I favor in Software Architecture are deeply suspicious of any kind of general law in the field. Good software architecture is very context-specific, analyzing trade-offs that resolve differently across a wide range of environments. We often see how inattention to the law can twist system architectures.

Technical Advisors 276

Technical Advisors Software Review Architecture Journal 276

TechCrunch

JANUARY 19, 2022

Parallel Systems, a company founded by three former SpaceX engineers to build autonomous battery-electric rail vehicles, came out of stealth mode on Wednesday with a $49.55 million Series A raise. The company, which has raised $53.15 million to date, including a $3.6 The company, which has raised $53.15 million to date, including a $3.6

Engineering 305

Engineering Transportation Technical Review Systems Review 305

Erik Bernhardsson

DECEMBER 12, 2023

When possible, refer all matters to committees for “further study and consideration” Attempt to make committees as large as possible — never less than five. Refer back to matters decided upon at the last meeting and attempt to re-open the question of the advisability of that decision. What are some things you can do?

Software Review 277

Software Review Weak Development Team Technical Advisors Software 277

James Shore

MAY 31, 2021

To share your thoughts, join the AoAD2 open review mailing list. Evolutionary System Architecture. What about your system architecture? By system architecture, I mean all the components that make up your deployed system. When you do, you get evolutionary system architecture.

System Architecture 94

System Architecture Architecture Systems Review System 94

Cloudera

JULY 15, 2021

The release of Cloudera Data Platform (CDP) Private Cloud Base edition provides customers with a next generation hybrid cloud architecture. Please review the full networking and security requirements. . Operating System Disk Layouts. IPV6 is not supported and should be disabled.

Architecture 102

Architecture Cloud Data Technical Advisors 102

AWS Machine Learning - AI

AUGUST 21, 2024

Customer reviews can reveal customer experiences with a product and serve as an invaluable source of information to the product teams. By continually monitoring these reviews over time, businesses can recognize changes in customer perceptions and uncover areas of improvement.

Technical Review 121

Technical Review Software Review Systems Review Generative AI 121

AWS Machine Learning - AI

NOVEMBER 19, 2024

Organizations possess extensive repositories of digital documents and data that may remain underutilized due to their unstructured and dispersed nature. Solution overview This section outlines the architecture designed for an email support system using generative AI. Refer to the GitHub repository for deployment instructions.

Knowledge Base 95

Knowledge Base Generative AI Technical Review Lambda 95

Xebia

JUNE 3, 2021

Talking about the added value of applying Agile Architecture in your organization, we see fewer and fewer “IT architects” in organizations. Do we need Agile Architects or do we need to do Agile Architecture? In fact, nowadays, Architecture has shifted from a job title to a role. Is that because we do not need Architects anymore?

Architecture 130

Architecture Agile Organization Technical Review 130

AWS Machine Learning - AI

OCTOBER 29, 2024

Refer to Supported Regions and models for batch inference for current supporting AWS Regions and models. This post guides you through implementing a queue management system that automatically monitors available job slots and submits new jobs as slots become available. Choose Submit.

Scalability 115

Scalability Lambda Generative AI AWS 115

AWS Machine Learning - AI

OCTOBER 16, 2024

This post shows how DPG Media introduced AI-powered processes using Amazon Bedrock and Amazon Transcribe into its video publication pipelines in just 4 weeks, as an evolution towards more automated annotation systems. The project focused solely on audio processing due to its cost-efficiency and faster processing time.

Media 111

Media Video Artificial Inteligence Generative AI 111

OTS Solutions

DECEMBER 4, 2023

Private cloud architecture is an increasingly popular approach to cloud computing that offers organizations greater control, security, and customization over their cloud infrastructure. What is Private Cloud Architecture? Why is Private Cloud Architecture important for Businesses?

Architecture 130

Architecture Cloud Disaster Recovery Scalability 130

AWS Machine Learning - AI

JANUARY 13, 2025

This includes integrating data and systems and automating workflows and processes, and the creation of incredible digital experiencesall on a single, user-friendly platform. For more on MuleSofts journey to cloud computing, refer to Why a Cloud Operating Model? Deleting a web experience is irreversible.

Generative AI 98

Generative AI AWS Innovation Knowledge Base 98

CIO

MARCH 31, 2025

Sovereign AI refers to a national or regional effort to develop and control artificial intelligence (AI) systems, independent of the large non-EU foreign private tech platforms that currently dominate the field. Ensuring that AI systems are transparent, accountable, and aligned with national laws is a key priority.

Technical Review 117

Technical Review Artificial Inteligence Compliance Open Source 117

AWS Machine Learning - AI

JANUARY 22, 2025

Security teams in highly regulated industries like financial services often employ Privileged Access Management (PAM) systems to secure, manage, and monitor the use of privileged access across their critical IT infrastructure. However, the capturing of keystrokes into a log is not always an option.

Generative AI 104

Generative AI Video Analysis Technical Review 104

Netflix Tech

FEBRUARY 18, 2022

To this end, we developed a Rapid Event Notification System (RENO) to support use cases that require server initiated communication with devices in a scalable and extensible manner. In this blog post, we will give an overview of the Rapid Event Notification System at Netflix and share some of the learnings we gained along the way.

Systems Review 133

Systems Review System Architecture Metrics 133

Altexsoft

MAY 29, 2020

So, developers often build bridges – Application Programming Interfaces – to have one system get access to the information or functionality of another. These specifications make up the API architecture. Over time, different API architectural styles have been released. Tight coupling to the underlying system.

Architecture 142

Architecture Microservices Systems Review Weak Development Team 142

AWS Machine Learning - AI

NOVEMBER 20, 2024

For a comprehensive overview of metadata filtering and its benefits, refer to Amazon Bedrock Knowledge Bases now supports metadata filtering to improve retrieval accuracy. To evaluate the effectiveness of a RAG system, we focus on three key metrics: Answer relevancy – Measures how well the generated answer addresses the user’s query.

Artificial Inteligence 110

Artificial Inteligence Applications Knowledge Base Generative AI 110

AWS Machine Learning - AI

NOVEMBER 7, 2024

Shared components refer to the functionality and features shared by all tenants. You can also bring your own customized models and deploy them to Amazon Bedrock for supported architectures. A centralized service that exposes APIs for common prompt-chaining architectures to your tenants can accelerate development.

Generative AI 107

Generative AI AWS Enterprise Artificial Inteligence 107

Scott Berkun

JUNE 3, 2020

That word, system , is one that designers know well. Systems theory is its own subject, as are police history and police reform, but I haven’t seen them brought together in a simple way that most people can grasp. Civilian review boards rarely have power. Often few complaints brought to these boards result in any action.

System Design 129

System Design Systems Review System Culture 129

Xebia

APRIL 2, 2021

The dynamics between technology and people we call socio-technical systems. It’s about the technical, social and cognitive aspects of an organization and system. Designing a socio-technical system means you explicitly thinking about the interrelation of these three aspects. The origins of socio-technical systems.

Technical Review 130

Technical Review Sustainability Organization Architecture 130

Netflix Tech

MARCH 28, 2025

By Ko-Jen Hsiao , Yesu Feng and Sudarshan Lamkhede Motivation Netflixs personalized recommender system is a complex system, boasting a variety of specialized machine learned models each catering to distinct needs including Continue Watching and Todays Top Picks for You. Refer to our recent overview for more details).

Artificial Inteligence 65

Artificial Inteligence Systems Review Training Windows 65

AWS Machine Learning - AI

OCTOBER 17, 2024

In addition to AWS HealthScribe, we also launched Amazon Q Business , a generative AI-powered assistant that can perform functions such as answer questions, provide summaries, generate content, and securely complete tasks based on data and information that are in your enterprise systems.

AWS 104

AWS Artificial Inteligence Generative AI Machine Learning 104

AWS Machine Learning - AI

MARCH 3, 2025

Response latency refers to the time between the user finishing their speech and beginning to hear the AI assistants response. This latency can vary considerably due to geographic distance between users and cloud services, as well as the diverse quality of internet connectivity. Next, create a subnet inside each Local Zone.

AWS 68

AWS Artificial Inteligence Technical Review Systems Review 68

TechCrunch

JULY 12, 2022

But while some organizations stand to benefit from edge computing, which refers to the practice of storing and analyzing data near the end-user, not all have a handle of what it requires. Managing a fleet of edge devices across locations can be a burden on IT teams that lack the necessary infrastructure. ” Those are lofty promises. .

Disaster Recovery 215

Disaster Recovery Infrastructure Company Development Team Review 215

AWS Machine Learning - AI

DECEMBER 11, 2024

In the same spirit of using generative AI to equip our sales teams to most effectively meet customer needs, this post reviews how weve delivered an internally-facing conversational sales assistant using Amazon Q Business. The following screenshot shows an example of an interaction with Field Advisor.

AWS 94

AWS Generative AI Technical Review Artificial Inteligence 94

AWS Machine Learning - AI

MARCH 27, 2025

Instead, the system dynamically routes traffic across multiple Regions, maintaining optimal resource utilization and performance. The Amazon Bedrock heuristics-based routing system evaluates available Regions for request fulfillment. Refer to the following considerations related to AWS Control Tower upgrades from 2.x

Artificial Inteligence 81

Artificial Inteligence AWS Technical Review Policies 81

Xebia

AUGUST 9, 2023

With the industry moving towards end-to-end ML teams to enable them to implement MLOPs practices, it is paramount to look past the model and view the entire system around your machine learning model. The classic article on Hidden Technical Debt in Machine Learning Systems explains how small the model is compared to the system it operates in.

System Design 130

System Design Systems Review System Machine Learning 130

Altexsoft

MARCH 10, 2021

That’s when system integration enters the game. We’ll also discuss key integration steps and the role of a system integrator. What is system integration and when do you need it? System integration is the process of joining software and hardware modules into one cohesive infrastructure, enabling all pieces to work as a whole.

Systems Review 108

Systems Review System Software Review Technical Review 108

AWS Machine Learning - AI

MAY 17, 2024

This involves building a human-in-the-loop process where humans play an active role in decision making alongside the AI system. Example overview To illustrate this example, consider a retail company that allows purchasers to post product reviews on their website. For most reviews, the system auto-generates a reply using an LLM.

Generative AI 131

Generative AI Artificial Inteligence Systems Review Software Review 131

AWS Machine Learning - AI

NOVEMBER 6, 2024

get('completion'), end="") You get a response like the following as streaming output: Here is a draft article about the fictional planet Foobar: Exploring the Mysteries of Planet Foobar Far off in a distant solar system lies the mysterious planet Foobar. Foobar is slightly larger than Earth and orbits a small, dim red star.

Software Review 109

Software Review Artificial Inteligence Generative AI AWS 109

CIO

OCTOBER 17, 2024

This rapid adoption, while driving innovation, has also led to overloaded IT architectures that are fast and automated but often fragile and complex. In the same way as for other addictions, the addicted organization needs a continual fix without carrying out any due diligence.

Technical Review 162

Technical Review Systems Review Software Review Disaster Recovery 162

Strategic Tech

JANUARY 22, 2024

Architecture modernization initiatives are strategic efforts involving many teams, usually for many months or years. An AMET is an architecture Enabling Team that helps to coordinate and upskill all teams and stakeholders involved in a modernization initiative. We refer to this as the Framing and Validating stage.

Architecture 98

Architecture Systems Review Software Review Technical Review 98

TechCrunch

MAY 18, 2022

“At the time, we all worked at different companies and in different industries yet shared the same struggle with model accuracy due to poor-quality training data. Liubimov was a senior engineer at Huawei before moving to Yandex, where he worked as a backend developer on speech technologies and dialogue systems.

Open Source 203

Open Source Weak Development Team Data Artificial Inteligence 203

AWS Machine Learning - AI

JANUARY 29, 2025

In this post, we evaluate different generative AI operating model architectures that could be adopted. Governance in the context of generative AI refers to the frameworks, policies, and processes that streamline the responsible development, deployment, and use of these technologies.

Generative AI 81

Generative AI Organization Enterprise Artificial Inteligence 81

Perficient

AUGUST 10, 2023

Introduction In the ever-evolving landscape of software development, choosing the right architectural approach is crucial for building robust and scalable applications. Two popular architectural styles that often come into consideration are Monolithic and Microservice.

Microservices 92

Microservices Architecture Applications Software Review 92

Perficient

MARCH 11, 2025

Comparison with Other IaC Tools AWS CloudFormation stands out among other IaC tools, such as Terraform and Ansible, due to its deep integration with AWS services. Nested Stacks Nested stacks allow you to create a parent stack that references child stacks, improving reusability and modularization. Example: 4. Example Pipeline: 5.

AWS 52

AWS Software Review Systems Review Policies 52