AWS Machine Learning - AI

NOVEMBER 7, 2024

It also uses a number of other AWS services such as Amazon API Gateway , AWS Lambda , and Amazon SageMaker. It also uses a number of other AWS services such as Amazon API Gateway , AWS Lambda , and Amazon SageMaker. API Gateway is serverless and hence automatically scales with traffic.

Generative AI 98

Generative AI AWS Enterprise Artificial Inteligence 98

CIO

MAY 30, 2024

As enterprises increasingly embrace serverless computing to build event-driven, scalable applications, the need for robust architectural patterns and operational best practices has become paramount. optimize the overall performance. Thus, organizations can create flexible and resilient serverless architectures.

Serverless 174

Serverless Cloud Scalability Architecture 174

Xebia

AUGUST 29, 2023

How does High-Performance Computing on AWS differ from regular computing? For this HPC will bring massive parallel computing, cluster and workload managers and high-performance components to the table. AWS has two services to support your HPC workload. However, some tasks are very complex and require a different approach.

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AWS Machine Learning - AI

NOVEMBER 22, 2024

This post discusses how to use AWS Step Functions to efficiently coordinate multi-step generative AI workflows, such as parallelizing API calls to Amazon Bedrock to quickly gather answers to lists of submitted questions. Step Functions is a reliable way to coordinate components and step through the functions of your application.

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Generative AI AWS Technical Review Backup 73

AWS Machine Learning - AI

DECEMBER 11, 2024

Earlier this year, we published the first in a series of posts about how AWS is transforming our seller and customer journeys using generative AI. Field Advisor serves four primary use cases: AWS-specific knowledge search With Amazon Q Business, weve made internal data sources as well as public AWS content available in Field Advisors index.

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AWS Generative AI Technical Review Artificial Inteligence 84

AWS Machine Learning - AI

JANUARY 29, 2025

Their DeepSeek-R1 models represent a family of large language models (LLMs) designed to handle a wide range of tasks, from code generation to general reasoning, while maintaining competitive performance and efficiency. 70B-Instruct ), offer different trade-offs between performance and resource requirements.

Generative AI 115

Generative AI Artificial Inteligence AWS Technical Review 115

AWS Machine Learning - AI

OCTOBER 31, 2024

AWS offers powerful generative AI services , including Amazon Bedrock , which allows organizations to create tailored use cases such as AI chat-based assistants that give answers based on knowledge contained in the customers’ documents, and much more. The following figure illustrates the high-level design of the solution.

Generative AI 110

Generative AI Lambda Applications AWS 110

TechCrunch

SEPTEMBER 28, 2022

Cloudflare , the security, performance and reliability company that went public three years ago, said this morning that it will help connect startups that use its serverless computing platform to dozens of venture firms that have collectively offered to invest up to $1.25 Cloudflare takes aim at AWS with promise of $1.25

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Technical Review AWS Software Review Serverless 218

AWS Machine Learning - AI

NOVEMBER 22, 2024

Seamless integration of latest foundation models (FMs), Prompts, Agents, Knowledge Bases, Guardrails, and other AWS services. Reduced time and effort in testing and deploying AI workflows with SDK APIs and serverless infrastructure. They lack visibility into performance bottlenecks affecting customer experience.

Generative AI 100

Generative AI Artificial Inteligence Knowledge Base AWS 100

Xebia

MAY 21, 2024

Cloud modernization has become a prominent topic for organizations, and AWS plays a crucial role in helping them modernize their IT infrastructure, applications, and services. Overall, discussions on AWS modernization are focused on security, faster releases, efficiency, and steps towards GenAI and improved innovation.

AWS 130

AWS Strategy Serverless Microservices 130

Xebia

JANUARY 17, 2024

In order to do manual rotations developers have to keep track of when secrets need to be rotated, perform the process of rotating them, and update the application accordingly. For this article I will be using the example of rotating the keys for an AWS IAM service account, and updating them in a GitLab. In our case it would be AWS.

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Serverless Technical Review Software Review AWS 130

AWS Machine Learning - AI

OCTOBER 11, 2024

It uses Amazon Bedrock , AWS Health , AWS Step Functions , and other AWS services. Event-driven operations management Operational events refer to occurrences within your organization’s cloud environment that might impact the performance, resilience, security, or cost of your workloads.

Cloud 88

Cloud AWS Serverless Policies 88

AWS Machine Learning - AI

NOVEMBER 7, 2024

The solution presented in this post takes approximately 15–30 minutes to deploy and consists of the following key components: Amazon OpenSearch Service Serverless maintains three indexes : the inventory index, the compatible parts index, and the owner manuals index.

Lambda 114

Lambda Enterprise Automotive Knowledge Base 114

Xebia

JUNE 8, 2023

Use StepFunctions to simplify your serverless applications AWS StepFunctions is a great orchestrating tool for your serverless applications. When you write lambda functions that only contain logic to perform a single task they are easier to test. Or you can use the AWS SDK Service integration. ": "$.TransformedBody"

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Serverless Applications Lambda AWS 130

AWS Machine Learning - AI

MARCH 14, 2025

This capability enables Anthropics Claude models to identify whats on a screen, understand the context of UI elements, and recognize actions that should be performed such as clicking buttons, typing text, scrolling, and navigating between applications. Prerequisites AWS Command Line Interface (CLI), follow instructions here.

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AWS Generative AI Linux Groups 117

AWS Machine Learning - AI

OCTOBER 29, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies such as AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon through a single API, along with a broad set of capabilities you need to build generative AI applications with security, privacy, and responsible AI.

Generative AI 95

Generative AI Applications AWS Knowledge Base 95

AWS Machine Learning - AI

OCTOBER 29, 2024

This engine uses artificial intelligence (AI) and machine learning (ML) services and generative AI on AWS to extract transcripts, produce a summary, and provide a sentiment for the call. Organizations typically can’t predict their call patterns, so the solution relies on AWS serverless services to scale during busy times.

Generative AI 98

Generative AI Video Engineering Artificial Inteligence 98

AWS Machine Learning - AI

JANUARY 22, 2025

Security and compliance regulations require that security teams audit the actions performed by systems administrators using privileged credentials. Video recordings cant be easily parsed like log files, requiring security team members to playback the recordings to review the actions performed in them.

Generative AI 96

Generative AI Video Analysis Technical Review 96

Dzone - DevOps

FEBRUARY 15, 2023

This article was authored by AWS Sr. In this article, you will understand the basics behind how Lambda execution environments operate and the different ways to improve the startup time and performance of Java applications on Lambda. Developer Advocate, Mohammed Fazalullah Qudrath, and published with permission.

AWS 93

AWS Performance Applications Serverless 93

Xebia

DECEMBER 19, 2023

When you are creating a serverless project, this changes. An example can be found in the “ Stubbing AWS Service calls in Golang ” blog I wrote. Conclusion It’s possible to have a multi-module setup and have a simple and single command to perform actions like running your tests. file that contains the business logic.

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Serverless Lambda Software Review Technical Review 147

AWS Machine Learning - AI

MAY 30, 2024

Because Amazon Bedrock is serverless, you don’t have to manage infrastructure, and you can securely integrate and deploy generative AI capabilities into your applications using the AWS services you are already familiar with. CBRE, in parallel, completed UAT testing to confirm it performed as expected.

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AWS Lambda Performance Artificial Inteligence 116

Mobilunity

DECEMBER 26, 2024

For medium to large businesses with outdated systems or on-premises infrastructure, transitioning to AWS can revolutionize their IT operations and enhance their capacity to respond to evolving market needs. AWS migration isnt just about moving data; it requires careful planning and execution. Need to hire skilled engineers?

AWS 52

AWS Cloud Weak Development Team DevOps 52

AWS Machine Learning - AI

MARCH 13, 2025

We discuss the unique challenges MaestroQA overcame and how they use AWS to build new features, drive customer insights, and improve operational inefficiencies. Cross-Region inference dynamically routes traffic across multiple Regions, providing optimal availability for each request and smoother performance during these high-usage periods.

Generative AI 96

Generative AI CTO Coach AWS Artificial Inteligence 96

Xebia

AUGUST 3, 2023

I was sparked on a XKE to do a short experiment with using Golang for my AWS Lambda Functions. But the advantage of Python is that you can actually see the source code in the AWS Console and tweak it. Next to the performance improvement you actually check if your program compiles. We where talking about sustainability.

Lambda 130

Lambda AWS Serverless Energy 130

CIO

APRIL 15, 2025

While centralizing data can improve performance and security, it can also lead to inefficiencies, increased costs and limitations on cloud mobility. Those who manage it strategically, however, can turn data gravity into a competitive advantage, using it to enhance performance, security and agility across a distributed cloud infrastructure.

Strategy 133

Strategy Cloud Data Technical Review 133

Dzone - DevOps

OCTOBER 6, 2023

Cloud-native application development in AWS often requires complex, layered architecture with synchronous and asynchronous interactions between multiple components, e.g., API Gateway, Microservices, Serverless Functions, and system of record integration.

AWS 92

AWS Performance Applications Cloud 92

AWS Machine Learning - AI

MARCH 20, 2025

Users can access these AI capabilities through their organizations single sign-on (SSO), collaborate with team members, and refine AI applications without needing AWS Management Console access. The workflow is as follows: The user logs into SageMaker Unified Studio using their organizations SSO from AWS IAM Identity Center.

Generative AI 93

Generative AI Systems Review System Lambda 93

AWS Machine Learning - AI

NOVEMBER 19, 2024

Amazon Bedrock offers a serverless experience so you can get started quickly, privately customize FMs with your own data, and integrate and deploy them into your applications using AWS tools without having to manage infrastructure. Performance – Provides high efficiency and speed in email responses to sustain customer satisfaction.

Knowledge Base 84

Knowledge Base Generative AI Technical Review Lambda 84

Stackery

MAY 14, 2020

AWS Summit Chicago on the horizon, and while there’s no explicit serverless track, there are some amazing sessions to check out. Here are my top choices for the serverless sessions and a workshop you won’t want to miss: Workshop for Serverless Computing with AWS + Stackery + Epsagon. Register for free here.

AWS 105

AWS Serverless Lambda Microservices 105

DevOps.com

DECEMBER 3, 2021

At the AWS re:Invent conference this week, Sumo Logic announced that in addition to collecting log data, metrics and traces, it now can collect telemetry data from the Lambda serverless computing service provided by Amazon Web Services (AWS).

Lambda 121

Lambda AWS Serverless Metrics 121

AWS Machine Learning - AI

SEPTEMBER 3, 2024

That’s where the new Amazon EMR Serverless application integration in Amazon SageMaker Studio can help. In this post, we demonstrate how to leverage the new EMR Serverless integration with SageMaker Studio to streamline your data processing and machine learning workflows.

Serverless 99

Serverless AWS Artificial Inteligence Big Data 99

Xebia

FEBRUARY 19, 2024

In this blog post, we examine the relative costs of different language runtimes on AWS Lambda. Many languages can be used with AWS Lambda today, so we focus on four interesting ones. Rust just came to AWS Lambda in November 2023 , so probably a lot of folks are wondering whether to try it out.

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Lambda AWS Software Review Systems Review 130

AWS Machine Learning - AI

DECEMBER 4, 2024

SageMaker Unified Studio combines various AWS services, including Amazon Bedrock , Amazon SageMaker , Amazon Redshift , Amazon Glue , Amazon Athena , and Amazon Managed Workflows for Apache Airflow (MWAA) , into a comprehensive data and AI development platform. Navigate to the AWS Secrets Manager console and find the secret -api-keys.

Generative AI 93

Generative AI Applications Technical Review Software Review 93

Xebia

JANUARY 8, 2024

The cloud, particularly Amazon Web Services (AWS), has made storing vast amounts of data more uncomplicated than ever before. S3 Storage Undoubtedly, anyone who uses AWS will inevitably encounter S3, one of the platform’s most popular storage services. The following table gives you an overview of AWS storage costs.

Storage 147

Storage AWS Backup Policies 147

AWS Machine Learning - AI

NOVEMBER 14, 2024

This is where AWS and generative AI can revolutionize the way we plan and prepare for our next adventure. This innovative service goes beyond traditional trip planning methods, offering real-time interaction through a chat-based interface and maintaining scalability, reliability, and data security through AWS native services.

Artificial Inteligence 96

Artificial Inteligence Generative AI Travel AWS 96

Mentormate

JANUARY 7, 2021

This year’s AWS re:Invent conference was virtual, free, and three weeks long. During multiple keynotes and sessions, AWS announced new services, features, and improvements to existing cloud services like Amazon QuickSight. As an AWS Advanced Consulting partner , MentorMate embraces continuous learning as much as AWS does.

AWS 98

AWS Lambda Software Review Serverless 98

Dzone - DevOps

OCTOBER 9, 2024

AWS Fargate's Seekable OCI (SOCI) introduces significant performance enhancement for containerized applications by enabling lazy loading of Docker container images. AWS Fargate is a serverless compute engine that offers many different capabilities:

AWS 97

AWS Microservices Serverless Engineering 97