CIO

JANUARY 7, 2025

It prevents vendor lock-in, gives a lever for strong negotiation, enables business flexibility in strategy execution owing to complicated architecture or regional limitations in terms of security and legal compliance if and when they rise and promotes portability from an application architecture perspective. First, the mean part.

Cloud 147

Cloud Strategy Architecture Policies 147

Cloudera

JANUARY 21, 2022

This blog will summarise the security architecture of a CDP Private Cloud Base cluster. The architecture reflects the four pillars of security engineering best practice, Perimeter, Data, Access and Visibility. Key management systems handle encryption keys. System metadata is reviewed and updated regularly.

Architecture 112

Architecture Data Authentication Policies 112

Henrik Warne

JUNE 19, 2022

The academic background shows in that there are plenty of references to relevant research (something I also liked with Code Complete ). I have used randomly generated tests to very good effect before, but always on complete systems (like generating random calls between phones), never as property based tests. Most Interesting Chapters.

Software Review 224

Software Review Testing Systems Review Technical Review 224

AWS Machine Learning - AI

APRIL 10, 2025

Training a frontier model is highly compute-intensive, requiring a distributed system of hundreds, or thousands, of accelerated instances running for several weeks or months to complete a single job. As cluster sizes grow, the likelihood of failure increases due to the number of hardware components involved. million H100 GPU hours.

Training 107

Training Artificial Inteligence Hardware Systems Review 107

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

AWS Machine Learning - AI

APRIL 10, 2025

Model customization refers to adapting a pre-trained language model to better fit specific tasks, domains, or datasets. On the Review and create page, review the settings and choose Create Knowledge Base. The following diagram illustrates the solution architecture. Choose Next.

Case Study 115

Case Study Artificial Inteligence Study Generative AI 115

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 Software Technical Advisors 277

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 125

Technical Review Software Review Systems Review Lambda 125

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 100

Knowledge Base Generative AI Technical Review Lambda 100

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

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 121

Scalability Lambda Generative AI AWS 121

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 111

Artificial Inteligence AWS Technical Review Policies 111

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 115

Media Video Artificial Inteligence Generative AI 115

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

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 101

Generative AI AWS Innovation Knowledge Base 101

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 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 108

Generative AI Video Analysis Technical Review 108

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 80

Artificial Inteligence Systems Review Training Windows 80

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

AWS Machine Learning - AI

APRIL 16, 2025

Traditional model serving approaches can become unwieldy and resource-intensive, leading to increased infrastructure costs, operational overhead, and potential performance bottlenecks, due to the size and hardware requirements to maintain a high-performing FM. The following diagram is the solution architecture.

Artificial Inteligence 89

Artificial Inteligence Generative AI AWS Storage 89

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 115

Artificial Inteligence Applications Knowledge Base Generative AI 115

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

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 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 111

Generative AI AWS Enterprise Artificial Inteligence 111

Cloudera

OCTOBER 7, 2021

Within the context of a data mesh architecture, I will present industry settings / use cases where the particular architecture is relevant and highlight the business value that it delivers against business and technology areas. Introduction to the Data Mesh Architecture and its Required Capabilities.

Architecture 124

Architecture Data Security Technical Review 124

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 109

AWS Artificial Inteligence Generative AI Machine Learning 109

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 99

AWS Generative AI Technical Review Artificial Inteligence 99

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

AWS Machine Learning - AI

APRIL 22, 2025

The absence of such a system hinders effective knowledge sharing and utilization, limiting the overall impact of events and workshops. Reviewing lengthy recordings to find specific information is time-consuming and inefficient, creating barriers to knowledge retention and sharing.

Media 73

Media Knowledge Base AWS Systems Review 73

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 115

Software Review Artificial Inteligence Generative AI AWS 115

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

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 85

Generative AI Organization Enterprise Artificial Inteligence 85

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 135

Generative AI Artificial Inteligence Systems Review Software Review 135

AWS Machine Learning - AI

APRIL 23, 2025

Archival data in research institutions and national laboratories represents a vast repository of historical knowledge, yet much of it remains inaccessible due to factors like limited metadata and inconsistent labeling. The following diagram illustrates the solution architecture. To address these challenges, a U.S.

Artificial Inteligence 62

Artificial Inteligence Open Source AWS Serverless 62

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 76

AWS Artificial Inteligence Technical Review Systems Review 76

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