Martin Fowler

MARCH 5, 2019

In my recent client engagement, I foresaw that serverless architecture was a perfect fit. The idea of adopting serverless architecture, though, didn’t fly to our client well due to the fear of vendor lock-in. Let’s have a look into an example of building an event-driven architecture.

Technical Review 43

Technical Review Serverless Systems Review Retail 43

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. In parallel, the InvokeSageMaker Lambda function is invoked to perform comparisons and assessments.

Education 113

Education Report Technical Review Generative AI 113

Mobilunity

APRIL 24, 2025

In today’s digital landscape, businesses increasingly use cloud architecture to drive innovation, scalability, and efficiency. Hire Google Cloud devs Characteristics of Cloud-Native Architecture Cloud-native approach is characterized by multiple essential traits that enhance applications’ scalability, efficiency, and adaptability.

Architecture 40

Architecture Cloud Google Cloud Systems Review 40

O'Reilly Media - Ideas

DECEMBER 20, 2018

However, neural network architectures themselves are typically designed by experts in a painstaking, ad hoc fashion. Neural architecture search (NAS) has been touted as the path forward for alleviating this pain by automatically identifying architectures that are superior to hand-designed ones. Image courtesy of Determined AI.

Architecture 101

Architecture Artificial Inteligence Machine Learning Training 101

Dzone - DevOps

SEPTEMBER 6, 2024

This article compares Astro and Apache Airflow, explaining their architecture, features, scalability, usability, community support, and integration capabilities. Hence, Astro works effectively in scenarios that require microservices and containerization to be essential to the architecture.

Comparison 91

Comparison Microservices Data Engineering Software Development 91

TechCrunch

SEPTEMBER 20, 2022

Coming in modules compatible with Nvidia’s previously announced Orin NX, the Orin Nano supports AI application pipelines with Ampere architecture GPU — Ampere being the GPU architecture that Nvidia launched in 2020.

Development 243

Development Systems Review Hardware Comparison 243

Gorilla Logic

DECEMBER 2, 2021

You’ll likely get started by defining the app’s design and architecture, which involves a long list of considerations. As software development has evolved over the years, the number of software architecture patterns to help us answer these questions and solve these problems has grown tenfold. Client-Server Pattern. Layered Pattern.

Architecture 85

Architecture Software Review Software Microservices 85

CIO

APRIL 2, 2025

By comparison, the previous record-holder for most expensive downtime was the 2017 AWS outage, which cost customers an estimated $150 million. The overall cost was estimated at $5.4 Delta alone had more than $500 million in losses as a result of crippled operations and thousands of flight cancellations and delays.

Software Review 175

Software Review Security Systems Review Development Team Review 175

CIO

NOVEMBER 21, 2022

A simple comparison of how a CIO and a CFO would answer four key questions set the tone. Data Architecture This blog summarizes a recent podcast that featured Graeme Thompson, CIO of Informatica. When the CFO is asked “do you know where all your currency is stored?”, the quick answer is yes. The CIO can’t say the same for the data.

Data 183

Data Comparison Architecture Trends 183

CIO

MAY 5, 2025

In comparison, 32% of IT leaders surveyed expect a swing back to more transformational work in that same timeframe while only 16% anticipate devoting significant time to more traditional and non-strategic IT duties. In this years survey, 41% of IT leader respondents characterized their role as strategic compared to only 35% in 2024.

Generative AI 160

Generative AI Strategy Survey Artificial Inteligence 160

AWS Machine Learning - AI

APRIL 23, 2025

Designed with a serverless, cost-optimized architecture, the platform provisions SageMaker endpoints dynamically, providing efficient resource utilization while maintaining scalability. The following diagram illustrates the solution architecture. Key architectural decisions drive both performance and cost optimization.

Artificial Inteligence 69

Artificial Inteligence Open Source AWS Serverless 69

Perficient

DECEMBER 18, 2024

Comparison with Context API Context API Overview The Context API is a built-in React feature used for sharing state globally without prop drilling. While powerful, it can be verbose and complex for managing even simple state scenarios. While simple to use, it is not optimized for frequent state updates.

Comparison 52

Comparison Architecture Applications Examples 52

CIO

APRIL 22, 2025

Enterprises that embrace a multi-cloud architecture will get the most out of their IT infrastructure, but that more often than not also requires a partner who has experience addressing all of the challenges that arise when you have to manage workloads that span the complex environment that results. To learn more, visit us here. 17 db/km).

Network 88

Network Data Center Storage Cloud 88

AWS Machine Learning - AI

APRIL 9, 2025

In contrast, more complex questions might require the application to summarize a lengthy dissertation by performing deeper analysis, comparison, and evaluation of the research results. This architecture workflow includes the following steps: A user submits a question through a web or mobile application. 70B and 8B.

Artificial Inteligence 130

Artificial Inteligence Generative AI AWS Applications 130

Dzone - DevOps

DECEMBER 16, 2024

Microservices architecture has reshaped the way we design and build software, emphasizing scalability, maintainability, and agility. In this article, we delve into a detailed comparison to help you determine which framework best suits your needs.

Microservices 98

Microservices Comparison Scalability Agile 98

CIO

OCTOBER 24, 2024

But here’s the challenge: Business leaders tend to look for quick comparisons. Under pressure, IT leaders often reach for the same easy comparisons — benchmarks that tell them how their spending or innovation stacks up. Executives and boards want hard data, and benchmarks offer an easy way to provide seemingly objective metrics.

Data 165

Data Comparison Budget Innovation 165

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. Quality of summary The quality assessment starts with confirming that the correct documents are picked for comparison.

Generative AI 101

Generative AI Technical Review Insurance Policies 101

AWS Machine Learning - AI

APRIL 10, 2025

We conducted a comprehensive comparison study between model customization and RAG using the latest Amazon Nova models, and share these valuable insights. This post offers a comprehensive comparison of RAG and fine-tuning, clarifying their strengths, limitations, and contexts where each approach delivers the best performance.

Case Study 125

Case Study Artificial Inteligence Study Generative AI 125

AWS Machine Learning - AI

APRIL 30, 2025

This advancement makes sophisticated agent architectures more accessible and economically viable across a broader range of applications and scales of deployment. We show the latency and output speed comparison for different models in the following figure. Compared to Llama 3.1 405B, Llama 3.2 3B and Llama 3.1

Artificial Inteligence 116

Artificial Inteligence Generative AI AWS Training 116

Perficient

APRIL 29, 2025

and TypeScript-based architecture ensures fast and robust performance. Headless Architecture : Strapi’s headless architecture allows developers to build custom front-end applications using their preferred frameworks and libraries, while Strapi handles content management. Fast and Robust: Strapi’s Node.js

Wireless 52

Wireless eCommerce Authentication Comparison 52

Perficient

MARCH 10, 2025

Unlike conventional serverless architectures, which often suffer from cold starts and limited concurrency, Fluid Compute allows multiple requests to be processed within a single function instance. What is Vercel Fluid Compute? Fluid Compute is Vercels next-generation execution model, blending the best of serverless and traditional compute.

Performance 52

Performance Serverless Scalability Comparison 52

Erik Bernhardsson

DECEMBER 4, 2016

The drivers directory has by far the most number of files (22,091) followed by arch (17,967) which contains support for various architectures. Is the architecture basically not as “linear” and consistent? You might say the comparison is unfair, because Angular is new. I’m speculating that this has to do with its high modularity.

Linux 241

Linux Open Source Scalability Architecture 241

AWS Machine Learning - AI

JANUARY 22, 2025

We explain the end-to-end solution workflow, the prompts needed to produce the transcript and perform security analysis, and provide a deployable solution architecture. Comparison of the Runbook and Transcript: - You will closely examine each step in the runbook and compare it to the actions taken by the IT Administrator in the transcript. -

Generative AI 112

Generative AI Video Analysis Technical Review 112

AWS Machine Learning - AI

MARCH 13, 2025

Model Variants The current DeepSeek model collection consists of the following models: DeepSeek-V3 An LLM that uses a Mixture-of-Experts (MoE) architecture. These models retain their existing architecture while gaining additional reasoning capabilities through a distillation process. 12xlarge suitable for performance comparison.

Artificial Inteligence 107

Artificial Inteligence AWS Machine Learning Load Balancer 107

Gorilla Logic

JANUARY 6, 2022

A comparison will be made between the two tools by looking at what features are provided, how their processes work, documentation, pricing, and integration to different programming languages or solutions. Alan Cloud : The solution architecture is serverless; voice scripts are run and managed on VMs in the cloud.

Azure 82

Azure Comparison Artificial Inteligence Artificial Intelligence 82

AWS Machine Learning - AI

OCTOBER 8, 2024

In this post, we collaborate with the team working on PyTorch at Meta to showcase how the torchtitan library accelerates and simplifies the pre-training of Meta Llama 3-like model architectures. Introduction to torchtitan torchtitan is a reference architecture for large-scale LLM training using native PyTorch.

Training 80

Training Architecture Artificial Inteligence AWS 80

CIO

JULY 21, 2023

Cost advantages When it comes to hyperscaler consumption, the infrastructure architecture — and how it leverages certain compute resources — matters immensely. There are three primary benefits to engaging AWS, GCP, or Azure in parallel with your RISE evaluation. Cloud Computing, ERP Systems, SAP

Azure 147

Azure Infrastructure Architecture AWS 147

Netflix Tech

MAY 4, 2023

When undertaking system migrations, one of the main challenges is establishing confidence and seamlessly transitioning the traffic to the upgraded architecture without adversely impacting the customer experience. Comparison After normalizing, we diff the responses on the two sides and check whether we have matching or mismatching responses.

Comparison 139

Comparison Testing Metrics Analysis 139

AWS Machine Learning - AI

MARCH 20, 2025

Moreover, Amazon Bedrock offers integration with other AWS services like Amazon SageMaker , which streamlines the deployment process, and its scalable architecture makes sure the solution can adapt to increasing call volumes effortlessly. This is powered by the web app portion of the architecture diagram (provided in the next section).

Generative AI 91

Generative AI Artificial Inteligence Metrics AWS 91

TechCrunch

FEBRUARY 28, 2023

They will be given guidance on piecing together their tech architecture. Sequoia, in comparison, is offering up to $3 million. Workshops will teach founders about how to think about the total addressable market. Another will help them build mental models for when to switch from chasing growth to improving unit economics.

Technical Review 252

Technical Review Development Team Review Software Review Quality Assurance 252

John Snow Labs

APRIL 30, 2025

SetFit model training architecture. Performance and Practicality of Assertion Detection Models Comparison of assertion models across various categories. Speed Performance Comparison: Mean latency per 100 rows, measured in seconds for various assertion methods. The models in the first section of this table are developed by JSL.

Artificial Inteligence 52

Artificial Inteligence Azure Technical Review Software Review 52

CIO

NOVEMBER 2, 2023

In comparison, there were only 66 years between the Wright brothers’ first flight and humans landing on the moon (See belief #1). And not only in terms of architecture and technology. With today’s pace of change, apathy and complacency will sink an organization faster than anything else.

Technical Review 213

Technical Review Culture Data Center Network 213

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. Dependency Management: Automatically handles resource creation in the correct sequence based on dependencies. Upload to S3: Store the template in an S3 bucket for easy access.

AWS 52

AWS Software Review Systems Review Policies 52

AWS Machine Learning - AI

APRIL 16, 2025

The following diagram is the solution architecture. If the model architecture is supported in the LoRAX documentation, you can specify a bucket name to pull the weights from, as shown in the following code example. The following diagram is the architecture. Regular adapters can be as large as the base model.

Artificial Inteligence 101

Artificial Inteligence Generative AI AWS Storage 101

CIO

SEPTEMBER 25, 2024

If you’re ingesting documents each a thousand pages long, your embedding costs can get significantly high,” says Swaminathan Chandrasekaran, head of solution architecture for digital solutions at KPMG. By comparison, small language models typically have 7 or 8 billion and can offer significant benefits for particular use cases.

Artificial Inteligence 214

Artificial Inteligence Open Source Training Software Review 214

Ivanti

OCTOBER 26, 2021

This new cloud-based management solution will allow our existing L3 VPN customers using Connect Secure to take the next step in their journey toward a zero trust architecture. Ivanti firmly believes that a zero trust architecture is the path forward but realizes at the same time that VPN won’t be going away anytime soon.

Comparison 95

Comparison Analytics Architecture Testing 95

The Crazy Programmer

JUNE 28, 2019

Also, Angular has a different syntax format and instead of controllers it uses a hierarchy of components for its architecture. Architecture. Angular uses regular DOM in comparison to React which uses Virtual DOM. Angular is a complete rewrite of Angular JS which was introduced in 2010. React popularly known as React.js

MVC 145

MVC Web Development Virtualization Comparison 145