Xebia

AUGUST 29, 2023

How does High-Performance Computing on AWS differ from regular computing? HPC services on AWS Compute Technically you could design and build your own HPC cluster on AWS, it will work but you will spend time on plumbing and undifferentiated heavy lifting. AWS has two services to support your HPC workload.

AWS 147

AWS Performance Storage Linux 147

AWS Machine Learning - AI

MAY 1, 2025

Organizations implementing agents and agent-based systems often experience challenges such as implementing multiple tools, function calling, and orchestrating the workflows of the tool calling. MCP overcomes these limitations by establishing a standardized client-server architecture specifically designed for efficient and secure integration.

Artificial Inteligence 100

Artificial Inteligence AWS Architecture Generative AI 100

O'Reilly Media - Data

DECEMBER 10, 2019

Up until now, we’ve built systems by carefully and painstakingly telling systems exactly what to do, instruction by instruction. Nor are building data pipelines and deploying ML systems well understood. We’re seeing continued adoption of tools like AWS’ Sagemaker and Google’s AutoML. and Matroid.

Software 337

Software Artificial Inteligence Machine Learning Conference 337

AWS Machine Learning - AI

MARCH 13, 2025

Alternatively, asynchronous choreography follows an event-driven pattern where agents operate autonomously, triggered by events or state changes in the system. These systems are composed of multiple AI agents that converse with each other or execute complex tasks through a series of choreographed or orchestrated processes.

Artificial Inteligence 94

Artificial Inteligence Lambda Travel Generative AI 94

AWS Machine Learning - AI

AUGUST 5, 2024

Retrieval Augmented Generation (RAG) is a state-of-the-art approach to building question answering systems that combines the strengths of retrieval and foundation models (FMs). An end-to-end RAG solution involves several components, including a knowledge base, a retrieval system, and a generation system. Choose Next.

Knowledge Base 125

Knowledge Base AWS Generative AI Artificial Inteligence 125

AWS Machine Learning - AI

AUGUST 26, 2024

At AWS, we are transforming our seller and customer journeys by using generative artificial intelligence (AI) across the sales lifecycle. It will be able to answer questions, generate content, and facilitate bidirectional interactions, all while continuously using internal AWS and external data to deliver timely, personalized insights.

Generative AI 127

Generative AI AWS Artificial Inteligence Technical Review 127

CIO

JANUARY 7, 2025

All the major cloud providers from North America AWS, Google, Microsoft Azure, Oracle Cloud are on par with each other, with most of their services and capabilities are primed to address the needs of any enterprise. The AWS Cloud Adoption Framework (CAF) is an effective tool that helps to evaluate cloud readiness.

Cloud 147

Cloud Strategy Architecture Policies 147

TechCrunch

SEPTEMBER 20, 2022

And Nvidia’s Jetson lineup of system-on-modules is expanding with Jetson Orin Nano, a system designed for low-powered robots. Isaac Sim, which launched in open beta last June, allows designers to simulate robots interacting with mockups of the real world (think digital re-creations of warehouses and factory floors).

Development 243

Development Systems Review Hardware Comparison 243

AWS Machine Learning - AI

MARCH 7, 2025

An AWS Batch job reads these documents, chunks them into smaller slices, then creates embeddings of the text chunks using the Amazon Titan Text Embeddings model through Amazon Bedrock and stores them in an Amazon OpenSearch Service vector database. In the future, Verisk intends to use the Amazon Titan Embeddings V2 model.

Generative AI 97

Generative AI Technical Review Insurance Policies 97

AWS Machine Learning - AI

AUGUST 28, 2024

Retrieval Augmented Generation (RAG) is a state-of-the-art approach to building question answering systems that combines the strengths of retrieval and generative language models. The AWS CDK already set up. For installation instructions, refer to the AWS CDK workshop. txt,md,html,doc/docx,csv,xls/.xlsx,pdf).

Knowledge Base 94

Knowledge Base AWS Generative AI Artificial Inteligence 94

AWS Machine Learning - AI

MARCH 5, 2025

Ground truth data in AI refers to data that is known to be factual, representing the expected use case outcome for the system being modeled. By providing an expected outcome to measure against, ground truth data unlocks the ability to deterministically evaluate system quality. AWS revenue increased 13% year-over-year from $80B to $91B.

Generative AI 76

Generative AI Systems Review Software Review Artificial Inteligence 76

Confluent

JULY 27, 2021

Serverless offerings in the cloud are a favorite among software engineers—a prime example are object stores such as AWS S3. For the system designer, however, it is an engineering challenge […].

Cloud 105

Cloud Serverless Software Engineering System Design 105

AWS Machine Learning - AI

JULY 15, 2024

Years ago, Mixbook undertook a strategic initiative to transition their operational workloads to Amazon Web Services (AWS) , a move that has continually yielded significant advantages. The data intake process involves three macro components: Amazon Aurora MySQL-Compatible Edition , Amazon S3, and AWS Fargate for Amazon ECS.

Generative AI 121

Generative AI Artificial Inteligence AWS Technical Review 121

AWS Machine Learning - AI

OCTOBER 24, 2024

These agents work with AWS managed infrastructure capabilities and Amazon Bedrock , reducing infrastructure management overhead. The agent can recommend software and architecture design best practices using the AWS Well-Architected Framework for the overall system design. What are some S3 best practices?

Generative AI 97

Generative AI Artificial Inteligence Applications Knowledge Base 97

CIO

JUNE 26, 2023

Apptio, which has over 1,500 enterprise customers, also integrates with technology from AWS, Microsoft Azure, Salesforce, Google Cloud, Oracle, Salesforce and SAP. Apptio expected to continue offering standalone systems Apptio still may continue to offer standalone offerings, according to Amalgam Insights’ lead analyst Hyoun Park.

Company 138

Company Google Cloud AWS Enterprise 138

AWS Machine Learning - AI

AUGUST 1, 2024

To address this challenge, AWS recently announced the preview of Amazon Bedrock Custom Model Import , a feature that you can use to import customized models created in other environments—such as Amazon SageMaker , Amazon Elastic Compute Cloud (Amazon EC2) instances, and on premises—into Amazon Bedrock.

Artificial Inteligence 126

Artificial Inteligence Generative AI AWS Artificial Intelligence 126

AWS Machine Learning - AI

JULY 3, 2024

To answer this question, the AWS Generative AI Innovation Center recently developed an AI assistant for medical content generation. The system is built upon Amazon Bedrock and leverages LLM capabilities to generate curated medical content for disease awareness.

Artificial Inteligence 131

Artificial Inteligence Generative AI Lambda Healthcare 131

LeanEssays

JUNE 11, 2022

The electrical design of for our 40-year-old house is complex and the young solar company has limited electrical design capability. Solar systems have become widely popular since the electrical grid meltdown in Texas and the sharp rise in energy prices. It worked – customers were delighted, and no order change system was needed.

AWS 143

AWS Project Management Systems Review Software Review 143

TechCrunch

DECEMBER 1, 2020

It’s more like the 3G, 4G, 5G system than version 7, version 7.1, Meanwhile the models actually developed for encoding and decoding video will run just like any other accelerated software on edge or cloud devices: deploy it on AWS or Azure, run it locally with ARM or Intel compute modules, and so on.

Video 252

Video Hardware Technical Cofounder Artificial Inteligence 252

Erik Bernhardsson

MAY 1, 2018

So we can choose to spend one hour on system design, one hour on algorithms, etc. System design. I like system design questions (“how would you build this feature”). If we had complete data about candidates and their future job performance, it would look something like this. . Algorithms. Github portfolio.

Software Review 212

Software Review Systems Review Performance Testing 212

AWS Machine Learning - AI

APRIL 3, 2024

Search engines and recommendation systems powered by generative AI can improve the product search experience exponentially by understanding natural language queries and returning more accurate results. Choose System terminal under Utilities and files. Virginia) and US West (Oregon) AWS Regions.

Serverless 133

Serverless Artificial Inteligence Engineering Generative AI 133

CIO

OCTOBER 15, 2024

Unprecedented growth in AWS during this period also compelled CIOs to learn more about how startups were innovating and operating efficiently on the cloud. AI complements the work of developers and engineers, freeing up time for innovation, system design, and architecture,” says Andrea Malagodi, CIO of Sonar. “I

DevOps 214

DevOps Enterprise Software Review Technical Review 214

AWS Machine Learning - AI

SEPTEMBER 18, 2024

Generative AI on AWS can transform user experiences for customers while maintaining brand consistency and your desired customization. UX/UI designers have established best practices and design systems applicable to all of their websites. Prerequisites For this post, you need the following prerequisites: An AWS account.

Generative AI 126

Generative AI Artificial Inteligence Fractional CTO Guidelines 126

Confluent

FEBRUARY 27, 2019

Given that it is at a relatively early stage, developers are still trying to grok the best approach for each cloud vendor and often face the following question: Should I go cloud native with AWS Lambda, GCP functions, etc., The key to event-first systems design is understanding that a series of events captures behavior.

Serverless 109

Serverless Lambda AWS Systems Review 109

AWS Machine Learning - AI

JULY 10, 2024

Parsing documents is important for RAG applications because it enables the system to understand the structure and context of the information contained within the documents. From the AWS Management Console for Amazon Bedrock, you can start creating a knowledge base by choosing Create knowledge base.

Knowledge Base 135

Knowledge Base Artificial Inteligence Lambda Applications 135

O'Reilly Media - Ideas

JUNE 4, 2019

Reinforcement Learning: Building Recommender Systems , August 16. AWS Security Fundamentals , July 15. AWS Certified Security - Specialty Crash Course , July 25-26. AWS Certified Security - Specialty Crash Course , July 25-26. Systems engineering and operations. AWS Access Management , June 6. Blockchain.

Course 93

Course Training Artificial Inteligence Software Review 93

O'Reilly Media - Ideas

AUGUST 2, 2022

Regardless of where a company is based, to avoid legal problems later, it’s a good idea to build AI and other data-based systems that observe the EU’s data laws. Microsoft also provides tools and resources to help developers build responsible AI systems. Lost passwords are an important attack vector for industrial systems.

Artificial Inteligence 128

Artificial Inteligence Trends Open Source Machine Learning 128

AWS Machine Learning - AI

SEPTEMBER 30, 2024

The import job copies all the model artifacts from the user’s account into an AWS managed S3 bucket. When the import job is complete, the fine-tuned model is made available for invocation from your AWS account. Additionally, all data (including the model) remains within the selected AWS Region. This is an asynchronous method.

Artificial Inteligence 93

Artificial Inteligence Generative AI AWS Software Review 93

O'Reilly Media - Ideas

FEBRUARY 11, 2019

At Strata Data San Francisco, Netflix , Intuit , and Lyft will describe internal systems designed to help users understand the evolution of available data resources. Data lineage, data catalog, and data governance solutions can increase usage of data systems by enhancing trustworthiness of data. Data Platforms.

Big Data 108

Big Data Technology Tools Cloud 108

High Scalability

FEBRUARY 19, 2021

This means a system that is not merely available but is also engineered with extensive redundant measures to continue to work as its users expect. Fault tolerance The ability of a system to continue to be dependable (both available and reliable) in the presence of certain component or subsystem failures.

System 66

System Engineering Load Balancer Resources 66

CloudScaling

SEPTEMBER 29, 2016

Some time in 2011 or 2012 I was struggling with explaining to customers how AWS, cloud native apps, and cloud more generally was fundamentally different from what had gone before[1]. Servers or server pairs that are treated as indispensable or unique systems that can never be down. The History. It matters. Hey, do what you need to do.

How To 111

How To Load Balancer Cloud Storage 111

Perficient

NOVEMBER 20, 2024

Example Use Case: Intent Detection for Airline Customer Service Let’s consider an airline company using an automated system to respond to customer emails. The goal is to detect the intent behind each email accurately, enabling the system to route the message to the appropriate department or generate a relevant response.

Artificial Inteligence 52

Artificial Inteligence Metrics Airlines Travel 52

O'Reilly Media - Ideas

SEPTEMBER 3, 2024

AI Anthropic has published the system prompts for its Claude models. Their definition requires that training data be recognized as part of an open source system. The AI Scientist , an AI system designed to do autonomous scientific research, unexpectedly modified its own code to give it more time to run.

Trends 110

Trends Artificial Inteligence Open Source Software Review 110

Cloudera

AUGUST 11, 2021

Point solutions are still used every day in many enterprise systems, but as IT continues to evolve, the platform approach beats point solutions in almost every use case. A few years ago, there were several choices of data deduplication apps for storage, and now, it’s a standard function in every system. Reason No.

Systems Review 121

Systems Review Storage Software Review Enterprise 121

Hacker Earth Developers Blog

DECEMBER 24, 2024

or Django, and whether the candidate should have experience working with cloud platforms or databases like AWS or MongoDB. Platforms like HackerEarth allow recruiters to create customized coding tests for various roles, whether its for front-end developers, software engineers, or system architects.

Technical Review 130

Technical Review Recruiting Weak Development Team Software Review 130

High Scalability

AUGUST 4, 2020

has hours of system design content. They also do live system design discussions every week. Learn the stuff they don't teach you in the AWS docs. Filter out the distracting hype, and focus on the parts of AWS that you'd be foolish not to use. Learn the Good Parts of AWS. Who's Hiring?

Education 46

Education System Design AWS PHP 46

O'Reilly Media - Ideas

JUNE 5, 2019

Reinforcement Learning: Building Recommender Systems , August 16. AWS Security Fundamentals , July 15. AWS Certified Security - Specialty Crash Course , July 25-26. AWS Certified Security - Specialty Crash Course , July 25-26. Systems engineering and operations. AWS Access Management , June 6. Blockchain.

Course 66

Course Training Artificial Inteligence Software Review 66