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.

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Perficient

MAY 30, 2023

In this technical blog post, we will explore the limitations of Databricks regarding synchronous updates, introduce the pattern of “Simulating Synchronous Operations with Asynchronous Code,” and compare it with the widely adopted event-driven architecture. The events are then published to a message broker or event bus.

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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.

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Altexsoft

DECEMBER 28, 2018

According to the RightScale 2018 State of the Cloud report, serverless architecture penetration rate increased to 75 percent. Aware of what serverless means, you probably know that the market of cloudless architecture providers is no longer limited to major vendors such as AWS Lambda or Azure Functions. AWS Lambda.

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Stackery

JUNE 14, 2019

Ben Kehoe recently wrote a post about AWS API Gateway to Lambda integration: How you should?—?and use API Gateway proxy integration with Lambda. He writes: The pattern that I am recommending against is the “API Gateway proxy integration” as shown in the API Gateway documentation here. Your API is less self-documenting.

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Lacework

MARCH 31, 2022

Per AWS’ documentation about their DNS firewall, . “ For scaling a deployment like this, please reference the latest documentation for AWS Firewall Manager available here. . To begin, let’s create a Lambda function to fetch a URL feed of malicious domains. This data can be easily parsed and created into a Lambda function.

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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. Finally I mention Lambda’s limited, but not trivial, vertical scaling capability.

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Saviynt

JUNE 2, 2019

AWS Lambda creates a unique access risk since services, not people, trigger its cloud activities. However, organizations often use Lambda to run administrative and operational processes, such as patch updates, that require privileged access to systems and networks. What does the Shared Responsibility Model for AWS LAMBDA look like?

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Honeycomb

JUNE 28, 2022

Honeycomb uses AWS Lambda as a core part of our query execution architecture; Lambda’s ability to quickly allocate lots of resources and charge us only for use is invaluable to keeping Honeycomb fast and affordable. AWS Lambda pricing. First, a little background on AWS Lambda and how the charge structure works there.

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CircleCI

SEPTEMBER 3, 2020

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. Using a SNS topic here was the right solution for us because our architecture allows for multiple workers to consume the shutdown notifications.

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Xicom

MARCH 16, 2021

Nowadays, the cliche “serverless architecture” is the latest addition in the technology wordbook, prevailing following the launch of AWS (Amazon Web Services) Lambada in 2014. While the gospel truth is serverless, architecture proffers the promise of writing codes without any ongoing server administration apprehension.

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CircleCI

JULY 22, 2022

Compute consistency: It is a best practice to keep the underlying compute for self-hosted runners consistent within resource classes — each machine should be identically configured with the same architecture and environment. When configuring your service, refer to the systemd documentation if you need to make changes.

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AWS Machine Learning - AI

APRIL 11, 2024

Organizations across industries want to categorize and extract insights from high volumes of documents of different formats. Manually processing these documents to classify and extract information remains expensive, error prone, and difficult to scale. Categorizing documents is an important first step in IDP systems.

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Stackery

APRIL 11, 2019

Lately, I’ve seen some talk about an architectural pattern that I believe will become prevalent in the near future. It will scale just fine… unless you hit your account-wide Lambda limit. 6.10, which is approaching EOL for AWS Lambda? I then sift through all this data to identify patterns and trends. What if that’s Node.js

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The Agile Monkey

JUNE 7, 2019

As a result, we only have to think about our code, architecture and which services to use. React is a UI library well-known to developers that allows new comers to get onboard quickly due to its massive quantity of libraries and documentation and the ease of reusing components across the application.

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AWS Machine Learning - AI

APRIL 8, 2024

LlamaIndex is specifically designed and optimized for building search and retrieval applications, such as RAG, because it provides a simple interface for querying LLMs and retrieving relevant documents. The following diagram shows the step-by-step architecture of this solution outlined in the following sections.

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AWS Machine Learning - AI

DECEMBER 6, 2023

Such data often lacks the specialized knowledge contained in internal documents available in modern businesses, which is typically needed to get accurate answers in domains such as pharmaceutical research, financial investigation, and customer support. Then we introduce you to a more versatile architecture that overcomes these limitations.

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Xebia

DECEMBER 21, 2022

You can start using HTTPS on your Application Load Balancer (ALB) by following the official documentation. In this PoC, we will create the front-end layer of a three-tier architecture. The code is publicly available on the links below, with how-to-use documentation. Pilot Light strategy diagram. Main service repository.

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Stackery

MAY 29, 2019

If you’ve built a serverless application or two, you’re probably familiar with the benefits of serverless architecture. You can spin up these resources in a matter of minutes and add your own specific business logic (usually as AWS Lambda function code). Business Logic (Application Code, AWS Lambda, Fargate, etc.).

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Honeycomb

NOVEMBER 10, 2022

If you missed it, the two biggest changes were the introduction of a new Service Map feature , which generates a dynamic architecture diagram from your telemetry, alongside a massive overhaul of BubbleUp , a powerful tool for identifying common dimensions across problematic events. Documentation updates. E&S migration.

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Stackery

FEBRUARY 24, 2020

AWS Lambda is the future. There may be organization-specific roadblocks to adopting AWS Lambda right now and therefore, it might not be the right fit for your team at this particular juncture. But this hackathon really underscored just how critical Lambda functions are and will continue to be. My AWS Hackathon Takeaways.

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Modus Create

MARCH 10, 2021

Serverless architecture has grown more popular since Amazon Web Services (AWS) introduced Lambda. In comparison to traditional LAMP (Linux, Apache, MySQL, PHP) stack, serverless LAMP ( Lambda , API Gateway, MySQL, PHP) applications are easier to scale and maintain while costing less than the alternative (using a pay-per-use model).

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Palo Alto Networks

MARCH 10, 2021

Amazon VPC Traffic Mirroring provides a non-intrusive way to enable network visibility into your AWS deployments without requiring significant design changes to virtual network architecture. To learn more, we encourage you to follow these links: Amazon VPC Traffic Mirroring blog documentation. VM-Series in AWS Marketplace.

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Stackery

MAY 22, 2019

Serverless architecture has coined some new terms and, more confusingly, re-used a few older terms with new meanings. Where we instantiate a configuration of cloud services to deploy our app’s architecture for a development environment. Functions/Serverless Functions/Lambdas. This glossary will clarify some of them.

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Prisma Clud

MAY 9, 2023

Integration Architecture Prisma Cloud will integrate with Amazon SQS and emit audit event messages. Amazon SQS will trigger an AWS Lambda function to format and send the messages to AWS CloudTrail Lake using a custom integration. This includes SQS, Lambda, CloudWatch Logs and Alarms (if used), and the CloudTrail data store.

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Stackery

FEBRUARY 28, 2019

But the fact is, the two resources I just shared serve as amazing documentation; Ory found examples of these vulnerabilities in active GitHub repos! The reality is, despite Lambdas running on a highly managed OS layer, that layer still exists and can be manipulated. At first I wanted to describe how injection attacks can happen.

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Honeycomb

SEPTEMBER 29, 2020

Intelligent Medical Objects (IMO) and its clinical interface terminology form the foundation healthcare enterprises need, including effective management of Electronic Health Record (EMR) problem lists and accurate documentation. I had used the Honeycomb agentless CloudWatch integration to ingest structured logs from Lambda functions.

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Stackery

SEPTEMBER 3, 2019

AM, Chase, and Eric kicked off the first week of SSS by sharing the basics of getting started with a tutorial on locally debugging AWS Lambda functions and other serverless resources with Stackery. Debug a simple app where you’ve got a topic connected to a Lambda function that then uploads them to an AWS table. Watch the video » here.

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Stacks on Stacks

FEBRUARY 28, 2019

But the fact is, the two resources I just shared serve as amazing documentation; Ory found examples of these vulnerabilities in active GitHub repos! The reality is, despite Lambdas running on a highly managed OS layer, that layer still exists and can be manipulated. At first I wanted to describe how injection attacks can happen.

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Xebia

SEPTEMBER 22, 2021

Other examples are KMS key policies or Lambda function invocation permissions. That said, it’s not necessarily a problem to use inline policies – especially for the one-to-one relationships Lambda functions have with roles. Make use of the Condition clause of the AssumeRole Policy Document as explained in this blog post from AWS.

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AWS Machine Learning - AI

APRIL 18, 2024

Traditionally, cloud engineers learning IaC would manually sift through documentation and best practices to write compliant IaC scripts. With Amazon Bedrock, teams can input high-level architectural descriptions and use generative AI to generate a baseline configuration of Terraform scripts.

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Capgemini

APRIL 20, 2022

Built with microservices and cloud-native architecture, DCP provides a scalable and extensible platform to support future business growth, including multiple brands management, geographic expansion, and analytics enabled by artificial intelligence. Solution architecture. Figure 6 – DCP architecture on AWS.

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AWS Machine Learning - AI

FEBRUARY 8, 2024

Your Amazon Bedrock-powered insurance agent can assist human agents by creating new claims, sending pending document reminders for open claims, gathering claims evidence, and searching for information across existing claims and customer knowledge repositories. The following diagram illustrates the solution architecture.

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AWS Machine Learning - AI

JANUARY 26, 2024

Understanding and addressing LLM vulnerabilities, threats, and risks during the design and architecture phases helps teams focus on maximizing the economic and productivity benefits generative AI can bring. Many customers are looking for guidance on how to manage security, privacy, and compliance as they develop generative AI applications.

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AWS Machine Learning - AI

FEBRUARY 19, 2024

The popular architecture pattern of Retrieval Augmented Generation (RAG) is often used to augment user query context and responses. Internally, Amazon Bedrock uses embeddings stored in a vector database to augment user query context at runtime and enable a managed RAG architecture solution.

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The Agile Monkey

DECEMBER 22, 2022

Booster Architecture Modeling a reactive backend is made easy with these building blocks! As an example, here is a subset of the backend we created for the Live Questions app: Live Questions Booster Architecture Let’s create our Booster backend! To know more about events, refer to the official documentation.

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Stackery

FEBRUARY 26, 2020

I wanted to share a fantastic talk from a recent Portland Serverless Architecture Meetup on AWS CloudFormation , how to get started, and how Stackery can help. Team Stackery has been hosting the PDX Serverless Architecture meetup at our Portland office since June of 2018, although the meetup began the year before.

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