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).

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Lambda AWS Serverless Metrics 121

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. All of this data is centralized and can be used to improve metrics in scenarios such as sales or call centers.

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Generative AI Video Engineering Artificial Inteligence 111

TechCrunch

NOVEMBER 2, 2021

The company started with a focus on distributed tracing for serverless platforms like AWS’ API Gateway, DynamoDB, S3 and Lambda. It offers both a paid SaaS service (which includes a free tier ), as well as a free command line tool for analyzing and tuning services based on AWS Lambda and Kinesis.

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Applications Cloud Lambda Serverless 239

Xebia

JANUARY 8, 2020

When using AWS Lambda functions you typically want to return a response to the client ASAP. write some metrics). Since standard AWS Lambda functions do not allow you to […]. The post How to reduce AWS Lambda latency using custom runtimes appeared first on Xebia Blog.

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Lambda AWS How To Metrics 20

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.

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Generative AI Applications Technical Review Software Review 106

AWS Machine Learning - AI

FEBRUARY 26, 2024

By using AWS services, our architecture provides real-time visibility into LLM behavior and enables teams to quickly identify and address any issues or anomalies. In this post, we demonstrate a few metrics for online LLM monitoring and their respective architecture for scale using AWS services such as Amazon CloudWatch and AWS Lambda.

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Artificial Inteligence AWS Lambda Metrics 140

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. AWS Prototyping developed an AWS Cloud Development Kit (AWS CDK) stack for deployment following AWS best practices.

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AWS Lambda Performance Artificial Inteligence 129

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.

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Artificial Inteligence Generative AI Travel AWS 111

AWS Machine Learning - AI

MARCH 20, 2025

Our partnership with AWS and our commitment to be early adopters of innovative technologies like Amazon Bedrock underscore our dedication to making advanced HCM technology accessible for businesses of any size. We are thrilled to partner with AWS on this groundbreaking generative AI project. John Canada, VP of Engineering at Asure.

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Generative AI Artificial Inteligence Metrics AWS 92

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

LaunchDarkly

JUNE 5, 2019

Early in 2016, TrueCar decided to move internet operations off premises from its data centers to the AWS cloud. Some operational and logistical challenges were presented when TrueCar decided to move its internet infrastructure into the AWS cloud. Lambda@Edge NodeJS goodness.

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Lambda AWS Software Engineering Engineering 72

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.

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Generative AI AWS Artificial Inteligence Technical Review 128

The Agile Monkey

JULY 4, 2019

Have you ever wondered whether your AWS Lambda could be faster if you used a different runtime? AWS Lambda allows us to execute code in the cloud without needing to provision anything. As an addition to all the available runtimes in AWS Lambda, AWS announced Custom Runtimes at Re:Invent 2018.

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Lambda AWS Comparison Serverless 66

The Agile Monkey

JULY 15, 2019

We continue benchmarking AWS Lambda… In Part I of this blog we tested the performance of a Hello World example for 8 different runtimes and got us some very interesting metrics. CRUD (Create Read Update Delete) operations in a NoSQL database like AWS DynamoDB. However, we didn’t stop there. 8.10, Java 8, C# (.NET

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Lambda AWS Software Review Serverless 66

Tamnoon

MARCH 12, 2025

What Are AWS Resource Control Policies (RCPs)? The Complete Guide Resource Control Policies (RCPs) are organization-wide guardrails designed to enforce security and governance across AWS resources. These deny-only policies establish permission boundaries for specific resource types within AWS organizations.

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Policies AWS Resources Examples 52

AWS Machine Learning - AI

APRIL 24, 2024

With AWS generative AI services like Amazon Bedrock , developers can create systems that expertly manage and respond to user requests. Additionally, you can access device historical data or device metrics. The device metrics are stored in an Athena DB named "iot_ops_glue_db" in a table named "iot_device_metrics".

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Artificial Inteligence Lambda Knowledge Base IoT 137

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.

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Generative AI Technical Review Insurance Policies 101

Honeycomb

NOVEMBER 28, 2022

Today, we’re announcing the expansion of Honeycomb integrations with various AWS services. This update now covers a much wider swath of AWS services, makes it easier to integrate your AWS stack with Honeycomb, and with our new BubbleUp enhancements , you’ll be identifying and debugging hidden issues in your AWS stack faster than ever.

AWS 98

AWS Metrics Lambda Infrastructure 98

AWS Machine Learning - AI

MARCH 5, 2025

With deterministic evaluation processes such as the Factual Knowledge and QA Accuracy metrics of FMEval , ground truth generation and evaluation metric implementation are tightly coupled. To learn more about FMEval, see Evaluate large language models for quality and responsibility of LLMs.

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Generative AI Systems Review Software Review Artificial Inteligence 76

Linux Academy

DECEMBER 5, 2019

The final day of AWS re:Invent, 2019. In our final day at AWS re:Invent, and last overview piece, we’re covering the final keynote in-depth. Overview of Werner Vogels Keynote: The Power of AWS Nitro. Under the hood, AWS continues to innovate and improve the performance of the latest generation of EC2 instances.

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AWS Artificial Inteligence Machine Learning Linux 19

AWS Machine Learning - AI

AUGUST 21, 2024

Visualization – Generate business intelligence (BI) dashboards that display key metrics and graphs. These metrics can be tracked over time, allowing for continuous monitoring and performance to maintain or improve the customer experience. Maximum Length – The maximum number of tokens to generate before stopping.

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Technical Review Software Review Systems Review Lambda 126

CircleCI

SEPTEMBER 3, 2020

The simple metrics-based scaling policies that ASGs provide aren’t quite sufficient to model this. An SNS Topic to trigger the Lambda Function to implement the Lifecycle hook action. A Lambda will execute “nomad node drain -enable” command through AWS SSM on the designated node. Auto Scaling groups.

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AWS Groups Lambda Policies 89

AWS Machine Learning - AI

SEPTEMBER 6, 2024

In this post, we illustrate how Vidmob , a creative data company, worked with the AWS Generative AI Innovation Center (GenAIIC) team to uncover meaningful insights at scale within creative data using Amazon Bedrock. The chatbot built by AWS GenAIIC would take in this tag data and retrieve insights.

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Generative AI Artificial Inteligence Data AWS 123

Mentormate

MAY 12, 2020

As specified in the AWS Well-Architected framework , there are five distinct pillars in this regard: Operational Excellence, Security, Reliability, Performance Efficiency, and Cost Optimization. AWS Tagging Strategy. A recommended first step in optimizing cost is making use of AWS Tags. AWS Cost Explorer. AWS Budgets.

AWS 98

AWS Cloud Serverless Lambda 98

Honeycomb

MARCH 5, 2024

In this post, I describe how to send OpenTelemetry (OTel) data from an AWS Lambda instance to Honeycomb. I will be showing these steps using a Lambda written in Python and created and deployed using AWS Serverless Application Model (AWS SAM). Add your Honeycomb environment’s API key to AWS Secrets Manager.

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Lambda AWS Data Serverless 52

AWS Machine Learning - AI

AUGUST 15, 2024

QnABot on AWS (an AWS Solution) now provides access to Amazon Bedrock foundational models (FMs) and Knowledge Bases for Amazon Bedrock , a fully managed end-to-end Retrieval Augmented Generation (RAG) workflow. Deploying the QnABot solution builds the following environment in the AWS Cloud.

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Artificial Inteligence Generative AI Knowledge Base Lambda 126

TechCrunch

APRIL 15, 2021

Why AWS is building tiny AI race cars to teach machine learning. Bigeye offers on prem and SaaS solutions, and while it’s working with paying customers like Instacart, Crux Informatics, and Lambda School, the product won’t be generally available until later in the year.

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Artificial Inteligence Machine Learning Data Lambda 158

AWS Machine Learning - AI

AUGUST 26, 2024

AWS makes it possible for organizations of all sizes and developers of all skill levels to build and scale generative AI applications with security, privacy, and responsible AI. In this post, we dive into the architecture and implementation details of GenASL, which uses AWS generative AI capabilities to create human-like ASL avatar videos.

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Generative AI AWS 3D Video 121

Honeycomb

MAY 23, 2022

As many of you may have read, Amazon has released C7g instances powered by the highly anticipated AWS Graviton3 Processors. Based on the success we had with this experiment (don’t worry, we discuss it below) we can only expect great things to come out of the new AWS Graviton3 Processors. Background. Reservations[]|.Instances[]'

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AWS Lambda Architecture Testing 88

AWS Machine Learning - AI

OCTOBER 2, 2024

In this post, we share AWS guidance that we have learned and developed as part of real-world projects into practical guides oriented towards the AWS Well-Architected Framework , which is used to build production infrastructure and applications on AWS. We focus on the operational excellence pillar in this post.

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Generative AI Artificial Inteligence AWS Government 129

Honeycomb

OCTOBER 20, 2020

Nic Wise at Tend Health recently wrote a series of blog posts exploring how they moved away from logs and metrics, toward adopting observability with Honeycomb. In that series, he shares lessons learned as they got their NodeJS app instrumented in an AWS environment making use of CloudFront, API Gateway, Lambda, and a few other services.

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Lambda Metrics AWS Healthcare 64

AWS Machine Learning - AI

SEPTEMBER 20, 2024

Infrastructure as code – You can use AWS CloudFormation or the AWS Cloud Development Kit (AWS CDK) to deploy and manage Amazon Bedrock agents. If required, the agent invokes one of two Lambda functions to perform a web search: SerpAPI for up-to-date events or Tavily AI for web research-heavy questions.

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Generative AI Lambda Applications AWS 106

AWS Machine Learning - AI

MAY 7, 2024

Solution overview The entire infrastructure of the solution is provisioned using the AWS Cloud Development Kit (AWS CDK), which is an infrastructure as code (IaC) framework to programmatically define and deploy AWS resources. AWS CDK version 2.0

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Artificial Inteligence Meeting AWS Generative AI 132

AWS Machine Learning - AI

APRIL 11, 2024

Vector databases efficiently index and organize the embeddings, enabling fast retrieval of similar vectors based on distance metrics like Euclidean distance or cosine similarity. An Amazon S3 object notification event invokes the embedding AWS Lambda function. Vector databases – Vector databases are used to store embeddings.

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Artificial Inteligence Lambda AWS Machine Learning 134

Linux Academy

MAY 2, 2019

Moving to AWS abstracts away the majority of these costs, replacing them with services that can automate them while drastically reducing costs. Longer term, applications that can be run using microservices, such as Lambda, can reduce costs even further. Moving databases to a managed service such as AWS RDS. Improving elasticity.

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AWS Linux Storage Lambda 84

AWS Machine Learning - AI

JULY 30, 2024

We use a CloudFormation stack to deploy the necessary resources in the us-east-1 AWS Region. AWS managed applications that work with trusted identity propagation get tokens directly from IAM Identity Center. Tokens are like digital certificates that prove who the user is and what they’re allowed to do.

Media 115

Media Lambda AWS Video 115

Honeycomb

MARCH 26, 2025

CloudWatch metrics can be a very useful source of information for a number of AWS services that dont produce telemetry as well as instrumented code. There are also a number of useful metrics for non-web-request based functions, like metrics on concurrent database requests. New to Honeycomb? Get your free account today!

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Metrics Load Balancer Lambda AWS 52