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. It’s built on serverless services (API Gateway / Lambda) and provides the same functionality as the CLI tool pcluster.

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AWS Performance Storage Linux 147

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). The post Sumo Logic Extends Observability Reach to AWS Lambda appeared first on DevOps.com.

Lambda 113

Lambda AWS Serverless Metrics 113

Tenable

FEBRUARY 13, 2024

Cybersecurity teams often struggle with securing cloud-native applications, which are becoming increasingly popular with developers. The good news is that deploying these applications on a serverless architecture can make it easier to protect them. Here’s why. What is serverless? How can serverless help?

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Serverless Architecture Applications Cloud 105

Honeycomb

MAY 24, 2021

With the Honeycomb extension for AWS Lambda, you no longer need to make your Lambda functions Honeycomb-aware. Today, AWS announced the general availability of AWS Lambda Extensions, which make it easy for us to send logs from your Lambda functions directly to Honeycomb. Using AWS Lambda with Honeycomb.

Lambda 58

Lambda AWS Serverless Engineering Management 58

CircleCI

AUGUST 12, 2022

This tutorial covers: Defining your AWS CDK application and the AWS Lambda handler. Manually building and deploying your CDK application. When you build a cloud-based application, you can choose to deploy the resources using the GUI (Graphical User Interface) or CLI (Command Line Interface) provided by the cloud provider.

Lambda 52

Lambda AWS Construction Software Review 52

Honeycomb

NOVEMBER 12, 2020

Today, AWS announced the AWS Lambda Runtime Logs API , a new way to easily send logs from AWS Lambda functions directly to your destination of choice. . AWS Lambda Extensions, announced in October, provide the ability to run code in parallel that is independent of your function’s lifecycle. AWS Lambda Runtime Logs API.

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Lambda AWS Serverless Groups 68

ParkMyCloud

MAY 20, 2019

Today’s entry into our exploration of public cloud prices focuses on AWS Lambda pricing. In this article, we’ll take a look at the Lambda pricing model, and some things you need to keep in mind when estimating costs for serverless infrastructure. How AWS Lambda Pricing Works. AWS Lambda pricing is based on what you use.

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Lambda AWS Serverless Microservices 82

Xebia

AUGUST 1, 2023

Caching is a useful technique to improve performance or avoid overload of services. In this blog I will show how to implement a cache using DynamoDB and a lambda written in TypeScript. In a follow-up blog I’ll show another technique to improve the performance of queries on largish datasets.

Lambda 130

Lambda AWS Infrastructure Performance 130

Xebia

MAY 6, 2022

We recently ran into the problem where one of our Lambdas needed to reach out to a Pinpoint application running in a secondary account. First we create a role in the pinpoint account that is allowed to perform operations on the pinpoint application. Allowing the Lambda to assume the role. Wrapping up.

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AWS Resources Lambda Policies 130

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. In the past few years, it has become increasignly well-known thanks to the rise of serverless applications. Rust, Node.js 8.10, C# (.NET

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Lambda AWS Comparison Serverless 66

Linux Academy

MARCH 29, 2019

The course has three new sections (and Lambda Versioning and Aliases plays an important part in the Lambda section): Deployment Pipelines. AWS Lambda, and. AWS Lambda and Serverless Concepts. Now to be clear, it is not Lambda’s sole purpose to work with CloudFormation, but it is certainly a common use case.

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Lambda AWS Serverless DevOps 60

Dzone - DevOps

JUNE 21, 2023

Microservices architecture is becoming increasingly popular as it enables organizations to build complex, scalable applications by breaking them down into smaller, independent services. Each microservice performs a specific function within the application and can be developed, deployed, and scaled independently.

Microservices 96

Microservices Architecture Lambda AWS 96

Mike Roberts

NOVEMBER 16, 2017

Scaling and State This is Part 9 of Learning Lambda, a tutorial series about engineering using AWS Lambda. So far in this series we’ve only been talking about processing a small number of events with Lambda, one after the other. Lambda will horizontally scale precisely when we need it to a massive extent.

Lambda 52

Lambda AWS Software Review Serverless 52

AWS Machine Learning - AI

FEBRUARY 26, 2024

However, as these models continue to grow in size and complexity, monitoring their performance and behavior has become increasingly challenging. Monitoring the performance and behavior of LLMs is a critical task for ensuring their safety and effectiveness. The file saved on Amazon S3 creates an event that triggers a Lambda function.

Artificial Inteligence 106

Artificial Inteligence AWS Lambda Metrics 106

AWS Machine Learning - AI

JANUARY 26, 2024

Generative artificial intelligence (AI) applications built around large language models (LLMs) have demonstrated the potential to create and accelerate economic value for businesses. Many customers are looking for guidance on how to manage security, privacy, and compliance as they develop generative AI applications.

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Artificial Inteligence Generative AI Security Applications 117

AWS Machine Learning - AI

APRIL 8, 2024

When building LLM applications, it is often necessary to connect and query external data sources to provide relevant context to the model. RAG allows models to tap into vast knowledge bases and deliver human-like dialogue for applications like chatbots and enterprise search assistants.

Artificial Inteligence 95

Artificial Inteligence Applications Knowledge Base AWS 95

AWS Machine Learning - AI

MARCH 7, 2024

The workflow consists of the following steps: A user uploads multiple images into an Amazon Simple Storage Service (Amazon S3) bucket via a Streamlit web application. The Streamlit web application calls an Amazon API Gateway REST API endpoint integrated with the Amazon Rekognition DetectLabels API , which detects labels for each image.

AWS 113

AWS Lambda Generative AI Report 113

Honeycomb

DECEMBER 12, 2019

When we introduced Secondary Storage two years ago, it was a deliberate compromise between economy and performance. They could query over longer time ranges, but with a substantial performance penalty; queries which used secondary storage took many times longer to run than those which didn’t. Enter AWS Lambda. Not nearly enough.

Lambda 86

Lambda Storage Serverless Performance 86

AWS Machine Learning - AI

FEBRUARY 6, 2024

A key part of the submission process is authoring regulatory documents like the Common Technical Document (CTD), a comprehensive standard formatted document for submitting applications, amendments, supplements, and reports to the FDA. The React application uses the Amplify authentication library to detect whether the user is authenticated.

Generative AI 97

Generative AI AWS Lambda Technical Review 97

Mike Roberts

NOVEMBER 14, 2017

Cold Starts This is Part 8 of Learning Lambda, a tutorial series about engineering using AWS Lambda. In this installment of Learning Lambda I discuss Cold Starts. In this installment of Learning Lambda I discuss Cold Starts. Way back in Part 3 I talked about the lifecycle of a Lambda function.

Lambda 52

Lambda Software Review AWS Systems Review 52

Honeycomb

JANUARY 10, 2020

We’re big fans of AWS Lambda at Honeycomb. As you may have read , we recently made some major improvements to our storage engine by leveraging Lambda to process more data in less time. For this project, that meant getting instrumentation out of Lambda and into Honeycomb. The instrumentation performance tax.

Lambda 52

Lambda Examples Serverless AWS 52

Dzone - DevOps

MAY 1, 2023

With the growth of the application modernization demands, monolithic applications were refactored to cloud-native microservices and serverless functions with lighter, faster, and smaller application portfolios for the past years.

Serverless 83

Serverless Lambda Data Microservices 83

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. Oftentimes teams have to plan rotation events every few months that involve going through a list of secrets and manually rotating each one.

Serverless 130

Serverless Technical Review Software Review AWS 130

Mike Roberts

NOVEMBER 1, 2017

Error Handling This is Part 7 of Learning Lambda, a tutorial series about engineering using AWS Lambda. Welcome to Part 7 of Learning Lambda! Classes of error When using AWS Lambda there are several different classes of error that can occur. To see the other articles in this series please visit the series home page.

Lambda 52

Lambda Software Review AWS Metrics 52

DevOps.com

MAY 5, 2020

and Go; Extends Automatic Lambda Tracing to Include Python Functions appeared first on DevOps.com. The post Instana Provides First Continuous Production Profiling for Node.js

Lambda 52

Lambda Microservices Applications Cloud 52

Stackery

FEBRUARY 21, 2019

Lambda@Edge is a compute service that allows you to write JavaScript code that executes in any of the 150+ AWS edge locations making up the Amazon CloudFront content delivery network (CDN) service. I will also build out an application stack that serves country-specific content depending on where the user request originates from.

Lambda 56

Lambda AWS Internet Serverless 56

Mike Roberts

NOVEMBER 16, 2017

Scaling and State This is Part 9 of Learning Lambda, a tutorial series about engineering using AWS Lambda. So far in this series we’ve only been talking about processing a small number of events with Lambda, one after the other. Lambda will horizontally scale precisely when we need it to a massive extent.

Lambda 40

Lambda AWS Software Review Serverless 40

Xebia

SEPTEMBER 26, 2022

Everything that a DSL can do is also possible using general, ‘non-specific’ language features, such as methods and lambdas. The first example is the Bean Definition DSL which registers beans using lambdas instead of annotations. The function simply returns the instance supplied by the lambda. After all, it’s just Kotlin!

Lambda 130

Lambda Construction Examples Course 130

Stacks on Stacks

FEBRUARY 21, 2019

Lambda@Edge is a compute service that allows you to write JavaScript code that executes in any of the 150+ AWS edge locations making up the Amazon CloudFront content delivery network (CDN) service. I will also build out an application stack that serves country-specific content depending on where the user request originates from.

Lambda 40

Lambda AWS Internet Serverless 40

CIO

MAY 8, 2024

Serverless data integration solutions leverage cloud-based services, such as AWS Lambda, Google Cloud Functions, or Azure Functions, to execute data integration tasks on demand without needing dedicated servers or resource provisioning. This can impact performance for infrequently used integrations. billion by 2025.

Innovation 215

Innovation Artificial Inteligence Data Serverless 215

Stacks on Stacks

NOVEMBER 29, 2018

Lambda layers and runtime API are two new feature of AWS Lambda which open up fun possibilities for customizing the Lambda runtime and enable decreased duplication of code across Lambda functions. Layers is aimed at a common pain point teams hit as the number of Lambdas in their application grows.

Lambda 40

Lambda Serverless AWS PHP 40

InnovationM

JANUARY 27, 2023

Quite often, a Java Stream or other component needs an object passed thereto to perform some form of calculation or process, but when the method is complete, nothing returns from the tactic. this is often where Java’s functional Consumer interface comes in handy. According to JavaDoc, the patron interface accepts any object style as input.

Lambda 96

Lambda Examples Programming Performance 96

CircleCI

JUNE 6, 2022

The amount of data can be overwhelming in real world applications, so developers must consistently devise methods to access it quickly and efficiently in a programmatic way. A data structure a method of organizing and managing data in memory to efficiently perform operations on that data. How to automate tests for your Python API.

Applications 52

Applications Data Testing Lambda 52

Perficient

MAY 30, 2023

Ensuring real-time status updates for end users in web applications can be challenging, particularly when working with Databricks, which lacks native support for synchronous updates. API Gateway can handle incoming requests from the web UI and trigger the Lambda function for further processing.

Software Review 59

Software Review Systems Review System Lambda 59

Cloud That

NOVEMBER 17, 2022

Steps to Setup Amazon Lambda. Import documents and forms into business applications. data-extract-from-image) and select the region that you want to perform. Steps to Setup Amazon Lambda. Step 1: Open Aws lambda console. textract-lambda). Step 6: Add S3 bucket as a trigger in lambda. Use Cases.

AWS 75

AWS Lambda Data Machine Learning 75

Xebia

JANUARY 8, 2024

GP3 volumes provide better cost efficiency than GP2, offering a baseline performance of 3,000 IOPS and 125 MiB/s at no additional cost. This capacity is an advantage over GP2 volumes, where IOPS scales with the size of the volume, potentially leading to over-provisioning of storage to meet performance requirements.

Storage 147

Storage AWS Backup Policies 147

Perficient

DECEMBER 13, 2023

Perficient is at the forefront of managing and developing applications for numerous clients in the Healthcare sector. Scalability Demands As the volume of data grows, the systems have to handle & manage the data without compromising on performance. PySpark helps in performing fast distributed transformations on large data sets.

Healthcare 52

Healthcare AWS Lambda Data 52