AWS Machine Learning - AI

NOVEMBER 19, 2024

Solution overview This section outlines the architecture designed for an email support system using generative AI. High Level System Design The solution consists of the following components: Email service – This component manages incoming and outgoing customer emails, serving as the primary interface for email communications.

Knowledge Base 109

Knowledge Base Generative AI Technical Review Lambda 109

Crunchbase News

APRIL 16, 2025

Over time, these foundations paved the way for software infrastructure companies Cisco , Sun Microsystems and Oracle to become pivotal internet enablers as system design and protocols began to standardize. We can see a highly similar pattern shaping up today when we examine the progress of AI adoption.

Internet 63

Internet Infrastructure DevOps Storage 63

AWS Machine Learning - AI

MARCH 5, 2025

These assistants can be powered by various backend architectures including Retrieval Augmented Generation (RAG), agentic workflows, fine-tuned large language models (LLMs), or a combination of these techniques. However, building and deploying trustworthy AI assistants requires a robust ground truth and evaluation framework.

Generative AI 76

Generative AI Systems Review Software Review Artificial Inteligence 76

Lacework

NOVEMBER 1, 2023

This article addresses privacy in the context of hosting data and considers how privacy by design can be incorporated into the data architecture. This is how Lacework puts customers first — by ensuring protection and control of customer data is at the core of our technology and data architecture design.

System Design 52

System Design Systems Review System Data 52

Netflix Tech

NOVEMBER 12, 2024

In this context, they refer to a count very close to accurate, presented with minimal delays. For more information regarding this, refer to our previous blog. Note : When it comes to distributed counters, terms such as ‘accurate’ or ‘precise’ should be taken with a grain of salt.

Windows 100

Windows Systems Review Performance Infrastructure 100

AWS Machine Learning - AI

JULY 3, 2024

Image 1: High-level overview of the AI-assistant and its different components Architecture The overall architecture and the main steps in the content creation process are illustrated in Image 2. The solution has been designed using the following services: Amazon Elastic Container Service (ECS) : to deploy and manage our Streamlit UI.

Artificial Inteligence 132

Artificial Inteligence Generative AI Lambda Healthcare 132

AWS Machine Learning - AI

SEPTEMBER 18, 2024

We employed other LLMs available on Amazon Bedrock to synthetically generate fictitious reference materials to avoid potential biases that could arise from Amazon Claude’s pre-training data. The following diagram illustrates our solution architecture. references/offerings.txt", "r").read() references/Testimonials.txt", "r").read()

Generative AI 127

Generative AI Artificial Inteligence Fractional CTO Guidelines 127

CTOvision

JANUARY 19, 2014

Software Defined Networking: This new concept and technology, referred to as SDN, has the potential to be just as virtuous and disruptive as virtualization was to the server industry. For the most part, it was for closed-world-classes of problems where the data and questions were known long in advance of system design.

Technical Review 109

Technical Review Technology Business Intelligence Systems Review 109

taos

OCTOBER 9, 2019

The web gave birth to the three-tier architecture. There have been many software design patterns proclaimed to be The Best™ over the years, each one has evolved or been supplanted by the next. And now we have the so-called fad that is Microservice Architecture. Let’s explore these.

Microservices 40

Microservices Architecture SOA Software Review 40

AWS Machine Learning - AI

SEPTEMBER 30, 2024

This post is part of a series that demonstrates various architecture patterns for importing fine-tuned FMs into Amazon Bedrock. Solution overview At the time of writing, the Custom Model Import feature in Amazon Bedrock supports models following the architectures and patterns in the following figure. Test the imported model.

Artificial Inteligence 94

Artificial Inteligence Generative AI AWS Software Review 94

AWS Machine Learning - AI

APRIL 3, 2024

The following diagram illustrates the solution architecture. If you don’t have a SageMaker Studio domain already configured, refer to Amazon SageMaker simplifies the Amazon SageMaker Studio setup for individual users for steps to create one. He specializes in Generative AI, Artificial Intelligence, Machine Learning, and System Design.

Serverless 135

Serverless Artificial Inteligence Engineering Generative AI 135

Openxcell

DECEMBER 9, 2020

SRS is a reference for product architects to come up with the best architecture for the product to be developed. As per the SRS requirements, you can propose and document more than one design approach for the product architecture in a DDS – Design Document Specification. Read further details ?

SDLC 94

SDLC Software Development Software Review Weak Development Team 94

CIO

JUNE 12, 2023

Another major update is that COBIT 2019 outlines specific design factors that should influence the development of any enterprise governance systems, along with a governance system design workflow tool kit for organizations to follow.

Government 141

Government Security Compliance Strategy 141

AWS Machine Learning - AI

AUGUST 26, 2024

Through this series of posts, we share our generative AI journey and use cases, detailing the architecture, AWS services used, lessons learned, and the impact of these solutions on our teams and customers. For example, “Cross-reference generated figures with golden source business data.” Don’t make up any statistics.”

Generative AI 128

Generative AI AWS Artificial Inteligence Technical Review 128

AWS Machine Learning - AI

OCTOBER 24, 2024

The agent can recommend software and architecture design best practices using the AWS Well-Architected Framework for the overall system design. Recommend AWS best practices for system design with the AWS Well-Architected Framework guidelines. For more details, refer to Amazon Bedrock pricing.

Generative AI 97

Generative AI Artificial Inteligence Applications Knowledge Base 97

AWS Machine Learning - AI

AUGUST 1, 2024

Currently, Custom Model Import supports importing custom weights for selected model architectures (Meta Llama 2 and Llama 3, Flan, and Mistral) and precisions (FP32, FP16, and BF16), and serving the models on demand and with provisioned throughput. Refer to the licensing information regarding this dataset before proceeding further.

Artificial Inteligence 126

Artificial Inteligence Generative AI AWS Artificial Intelligence 126

Openxcell

FEBRUARY 20, 2021

The design phase in SDLC plays a crucial role in the Mobile App Development industry. Here, the system is designed to satisfy the identified requirements in the previous phases. What is the Design Phase in SDLC? The Design Phase is an essential phase of the Software Development Life Cycle. Testing Team/ Tester.

SDLC 52

SDLC Technical Review UI/UX Software Review 52

CloudScaling

SEPTEMBER 29, 2016

So this post aims to set the record straight and assure a canonical history that everyone can reference and use. His focus was about “scale-up” vs. “scale-out” architectures generally. We can all agree there’s enough muddy terminology and phraseology already, such as “cloud,” “hybrid,” and “DevOps”. The History.

How To 111

How To Load Balancer Cloud Storage 111

Cloudera

AUGUST 11, 2021

Certainly, there is value for point products in specific use cases, but those are generally legacy systems designed for point products, and legacy systems — even if they work just fine — won’t be around forever. Why do point products generally come up short in delivering what full solution platforms provide?

Systems Review 121

Systems Review Storage Software Review Enterprise 121

Xebia

AUGUST 29, 2023

Each job references a job definition. HPC specific resources Although most common AWS services can be used in a HPC system, AWS has a few complementary purpose Amazon FSx for Lustre Lustre is an open-source parallel distributed file system, designed for large-scale cluster computing.

AWS 147

AWS Performance Storage Linux 147

Dzone - DevOps

DECEMBER 11, 2020

Often, it's the same system, at different points in time. Recently while exploring a legacy application in order to design its Cloud-native replacement, we identified a connection to such a system. We will refer to this system as the SAK (aka Swiss Army Knife). We wanted to do our part and remove one more string.

System 78

System Applications Data Enterprise 78

Cloudera

NOVEMBER 13, 2020

We’ll discuss the architecture and features of Impala that enable low latencies on small queries and share some practical tips on how to understand the performance of your queries. For a more in-depth description of these phases please refer to Impala: A Modern, Open-Source SQL Engine for Hadoop. Query Planner Design.

Performance 143

Performance Resources Engineering Storage 143

Perficient

MAY 22, 2023

Understanding Assistive Technology Assistive technology refers to any device, equipment, software, or system designed to enhance the functional capabilities of individuals with disabilities.

Technology 64

Technology Mobile Education Social 64

Modus Create

APRIL 27, 2020

“Build one to throw away” shouldn’t refer to your flagship product. 3rd party technical assessments can be extremely valuable as they can uncover previously unknowns and create assumptions about your legacy stack that help suss out truths hidden deep in the underlying architectures. Use a Design System.

Technical Review 65

Technical Review Software Review Quality Assurance Systems Review 65

Hu's Place - HitachiVantara

FEBRUARY 1, 2019

Today I will be covering the advances that we have made in the area of hybrid-core architecture and its application to Network Attached Storage. This hybrid-core architecture is a unique approach which we believe will position us for the future, not only for NAS but for the future of compute in general.

Hardware 49

Hardware Architecture Storage Systems Review 49

Perficient

NOVEMBER 20, 2024

The system employs a large language model API to perform Natural Language Processing (NLP), classifying emails into primary intents such as “General Queries,” “Booking Issues,” or “Customer Complaints.” “Language Models are Few-Shot Learners.” ” *NeurIPS* OpenAI. ” Anthropic.

Artificial Inteligence 52

Artificial Inteligence Metrics Airlines Travel 52

AWS Machine Learning - AI

SEPTEMBER 6, 2024

To learn more about FMEval, refer to Evaluate large language models for quality and responsibility. Ground truth data in AI refers to data that is known to be true, representing the expected outcome for the system being modeled. When using LLMs as a judge, make sure to apply prompt safety best practices.

Generative AI 92

Generative AI Metrics Artificial Inteligence Systems Review 92

Strategic Tech

JULY 22, 2019

This workshop format is designed around both of these needs and uses two tools in order to find the most effective system design: EventStorming and the Bounded Context Design Canvas. The Bounded Context Design Canvas I designed this canvas based on the typical flow of strategic DDD workshops I run publicly and privately.

Weak Development Team 76

Weak Development Team Systems Review Technical Review Software Review 76

Altexsoft

JUNE 26, 2019

While verification refers to general QA processes aimed at testing the technical aspects of a product, to ensure it actually works. So that the development team is able to fix the most of usability, bugs, and unexpected issues concerning functionality, system design, business requirements, etc. Recruit users and form UAT team.

Quality Assurance 85

Quality Assurance Testing Weak Development Team Software Review 85

LeanEssays

JULY 14, 2019

As the company outgrew its traditional cathedral-style software architecture in the early 2000’s, the leadership team felt that the growing pains could be addressed with better communication between teams. In other words, a bazaar-style hardware architecture was vastly superior to a cathedral-style architecture.)

Software Review 91

Software Review Software Engineering Weak Development Team Continuous Delivery 91

Instaclustr

MAY 19, 2021

This refers to the advanced storage and interpretation features of PostgreSQL such as JSON and XML support, alternative storage engines, replication models, and enterprise management tools. The obvious reference is to the fact that the entities in the database (relations—tables, views, functions, etc.) PostgreSQL architecture.

Database Administration 36

Database Administration Storage Weak Development Team Open Source 36

James Shore

APRIL 16, 2021

Coupling and cohesion are ancient software design ideas that extend back to Structured Design: Fundamentals of a Discipline of Computer Program and Systems Design. Both terms refer to the relationship between concepts in your code. Risk-Driven Architecture” on p.XX Reflective Design. has more details.

Software Review 96

Software Review Weak Development Team Systems Review Testing 96

Seerene

FEBRUARY 20, 2020

Next to its low abstraction level that allows for massive scalability for visualization, we value its native support for clean rendering of text within the three-dimensional scenes using distance field rendering (reference: “OpenLL: an API for Dynamic 2D and 3D Labeling“ ). Furthermore, he is a Ph.D.

Open Source 52

Open Source Off-The-Shelf Hardware Software 52

Altexsoft

NOVEMBER 5, 2021

Data refers to raw facts and figures. Healthcare database management is another crucial component of the HIM that refers to the ability to create, modify, protect, read, and delete data in a given repository. Amazon also possesses tools to build HIPAA-compliant architecture with AWS services. Health information vs health data.

Technical Review 59

Technical Review Technology Software Review Healthcare 59

Codegiant

APRIL 21, 2020

Requirement analysis, System design, Architecture design, Module design, Coding, Unit testing, Integration testing, System testing, and Acceptance testing. The System design phase?—?You The Architecture design phase?—?Here, The V methodology consists of 9 different SDLC phases?—?

Software Development 52

Software Development Software Review Weak Development Team SDLC 52

O'Reilly Media - Ideas

JULY 28, 2020

These measures are commonly referred to as guardrail metrics , and they ensure that the product analytics aren’t giving decision-makers the wrong signal about what’s actually important to the business. Nonetheless, building a superior feature pipeline or model architecture will always be worthwhile. Modeling and Evaluation.

Marketing 145

Marketing Weak Development Team Metrics UI/UX 145

O'Reilly Media - Ideas

JANUARY 25, 2022

What are the bigger changes shaping the future of software development and software architecture? It includes almost everything, from programming languages to cloud to architecture and more. Software architecture, Kubernetes, and microservices were the three topics with the greatest usage for 2021. Software Development.

Trends 117

Trends Technical Review Technology Artificial Inteligence 117