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

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. Bootstrapping the app.

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Lambda Examples Serverless AWS 52

Perficient

MAY 30, 2023

There is a big difference between engineering away a significant delay that demonstrably occurs multiple times a day versus an occasional hiccup. Popular options include Apache Kafka, Amazon Kinesis, or cloud-native services like AWS EventBridge. Event Consumers: These components subscribe to specific event types and react accordingly.

Software Review 59

Software Review Systems Review System Lambda 59

Existek

JANUARY 11, 2022

We suggest drawing a detailed comparison of Azure vs AWS to answer these questions. Azure vs AWS market share. What is Amazon AWS used for? Azure vs AWS features. Azure vs AWS comparison: other practical aspects. Azure vs AWS comparison: other practical aspects. Azure vs AWS: which is better?

Azure 52

Azure AWS Cloud How To 52

AWS Machine Learning - AI

JANUARY 26, 2024

The goal of this post is to empower AI and machine learning (ML) engineers, data scientists, solutions architects, security teams, and other stakeholders to have a common mental model and framework to apply security best practices, allowing AI/ML teams to move fast without trading off security for speed.

Artificial Inteligence 118

Artificial Inteligence Generative AI Security Applications 118

ParkMyCloud

JULY 15, 2020

Whether you’re new to public cloud altogether or already use one provider and are interested in trying another, you may be interested in a comparison of the AWS vs Azure vs Google free tier. AWS Free Tier Offerings. AWS free tier includes more than 60 products. Amazon S3 Storage: 5GB of standard storage.

Azure 60

Azure Comparison AWS Google Cloud 60

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

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

RapidValue

OCTOBER 12, 2020

Microservices Architecture on AWS. Amazon Web Services (AWS) is considered to be one of the best choices for deploying a Microservice-based application primarily because of the variety of IaaS, PaaS, SaaS solutions, and SDK packages offered by the cloud platform. Storage – Secure Storage ( Amazon S3 ) and Amazon ElastiCache.

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Microservices AWS Architecture Applications 53

AWS Machine Learning - AI

MARCH 15, 2024

In addition to Amazon Bedrock, you can use other AWS services like Amazon SageMaker JumpStart and Amazon Lex to create fully automated and easily adaptable generative AI order processing agents. In this post, we show you how to build a speech-capable order processing agent using Amazon Lex, Amazon Bedrock, and AWS Lambda.

Generative AI 116

Generative AI Lambda AWS Artificial Inteligence 116

AWS Machine Learning - AI

APRIL 18, 2024

Tools like Terraform and AWS CloudFormation are pivotal for such transitions, offering infrastructure as code (IaC) capabilities that define and manage complex cloud environments with precision. Traditionally, cloud engineers learning IaC would manually sift through documentation and best practices to write compliant IaC scripts.

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AWS Machine Learning - AI

APRIL 8, 2024

Similar to LangChain, LlamaIndex offers a number of tools, including data connectors, data indexes, engines, and data agents, as well as application integrations such as tools and observability, tracing, and evaluation. For account setup instructions, see Create an AWS Account. The query engine is a generic interface for querying data.

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Artificial Inteligence Applications Knowledge Base AWS 96

AWS Machine Learning - AI

MAY 14, 2024

We present the solution and provide an example by simulating a case where the tier one AWS experts are notified to help customers using a chat-bot. We provide LangChain and AWS SDK code-snippets, architecture and discussions to guide you on this important topic.

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Generative AI Artificial Inteligence AWS Applications 83

RapidValue

AUGUST 4, 2020

Cloud computing has changed the way we engineer and deliver applications. Enterprises committed to the cloud for the long-term should invest in AWS Reserved Instances (RIs) or Azure Reserved VM Instances (RIs). Take advantage of Spot Instances as they can help you save more on your AWS spend or Azure spend.

Cloud 92

Cloud How To Azure AWS 92

Capgemini

APRIL 20, 2022

Capgemini is an AWS Premier Tier Services Partner and Managed Service Provider (MSP) with a multicultural team of 325,000 people in nearly 55 countries. Capgemini has more than 12,000 AWS accreditations and over 4,900 active AWS Certifications. Figure 6 – DCP architecture on AWS. Solution overview.

Cloud 52

Cloud AWS Microservices Architecture 52

O'Reilly Media - Ideas

JANUARY 14, 2020

While AWS Lambda is viewed as the specific technology that kicked off the movement, other vendors offer platforms for reducing operational overhead. Serverless offerings tend to fall into two types: Backends as a Service (BaaS) - BaaS provides serverless approaches to handle things like storage, authentication, and user management.

Serverless 52

Serverless Lambda AWS Architecture 52

Modus Create

MAY 12, 2022

So, our team of three developers, with support from the product, QA, and engineering departments, kicked off the project. . By allowing us to write JSX code familiar to our ReactJS engineers, StencilJS generated UI components leveraged by Ionic to build the UI for iOS and Android mobile apps. Backend Development with AWS Serverless.

Mobile 98

Mobile Technical Review Serverless AWS 98

Hypergrid

NOVEMBER 15, 2018

Support for AWS Lambda. AWS Lambda is the leading Serverless or Function-as-a-service (FaaS) service, and it gives amazing productivity and agility to developers without having to provision or monitoring any underlying infrastructure. Will you be attending AWS re:Invent this year? HyperCloud 6.0 HyperCloud 6.0

Disaster Recovery 56

Disaster Recovery Cloud Lambda Azure 56

Honeycomb

AUGUST 18, 2020

Our on-call engineer became aware of the issue when he was paged by an SLO burn alert. 8/3 – Query engine lambda startup failures : A code change was merged that prevented the lambda-based portion of our query engine from starting. We invited the entire engineering team and relevant internal stakeholders.

Software Review 59

Software Review Systems Review Engineering Storage 59

Linux Academy

JUNE 25, 2019

Principal Systems Engineer from Symantec Corporation and Ell Marquez for a Threat Report Rundown. Ansible is an automation engine that continues to gain popularity. AWS Cloud Formation Deep Dive. Students will learn by doing through installing and configuring containers and thoughtfully selecting a persistent storage strategy.

Linux 60

Linux Course Cloud Google Cloud 60

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 Machine Learning Artificial Inteligence Linux 19

Linux Academy

JANUARY 29, 2019

Used across a variety of programs and languages for a vast array of reasons, YAML is a popular choice for data storage, configuration files, configurations management, and more. Ansible Quick Start – Ansible is an automation engine that continues to gain popularity. AWS Concepts – This course is for the absolute beginner.

Linux 60

Linux Technical Review AWS Big Data 60

AWS Machine Learning - AI

APRIL 24, 2024

Conversational artificial intelligence (AI) assistants are engineered to provide precise, real-time responses through intelligent routing of queries to the most suitable AI functions. With AWS generative AI services like Amazon Bedrock , developers can create systems that expertly manage and respond to user requests.

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Artificial Inteligence Lambda Generative AI Knowledge Base 104

Stackery

MARCH 1, 2020

It’s always interesting how many of my “soft” skills from past jobs and experiences have wound up being incredibly relevant and transferable to my software engineering career. I’m here to tell you that thanks to those “non-technical” skills, you won’t be starting from square one at all and they can be harnessed to make you a great engineer.

Serverless 59

Serverless Technical Review Software Review AWS 59

Honeycomb

FEBRUARY 22, 2022

They aggregate well and take up a fixed amount of storage space. Some examples of the latter might be: Linux, Docker, MySql, Amazon RDS, Kafka, AWS Lambda, GCP gateways, memcache, CI/CD pipelines, Kubernetes, etc. But we’re not devoting a majority of our engineering cycles to it. Which is super legit, no argument here.

Metrics 111

Metrics Software Review Systems Review Hardware 111

Netflix Tech

JULY 30, 2019

and beyond By Anoop Panicker and Kishore Banala Conductor is a workflow orchestration engine developed and open-sourced by Netflix. Many of the Netflix Content and Studio Engineering services rely on Conductor for efficient processing of their business flows. The Netflix Media Database (NMDB) is one such example.

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Lambda Weak Development Team Systems Review Metrics 75

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. Transcripts are then stored in the project’s S3 bucket under /transcriptions/TranscribeOutput/.

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Artificial Inteligence Meeting Generative AI AWS 101

AWS Machine Learning - AI

FEBRUARY 19, 2024

The integration of retrieval and generation also requires additional engineering effort and computational resources. Upload the knowledgebase-lambdalayer.zip file available under the /lambda/layer folder in the GitHub repo you cloned earlier and choose Upload. You will use this Lambda layer code later to create the Lambda function.

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Knowledge Base Artificial Inteligence Applications Lambda 95

Honeycomb

OCTOBER 29, 2020

Have you seen Lambda: A Serverless Musical ? Even if you don’t run any servers or have any infrastructure of your own, you’ll still have to deal with operability and operations engineering problems. The reality for most teams is that operations engineering is more necessary than ever. If not, you really have to.

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Serverless Weak Development Team Software Engineering Infrastructure 67

AWS Machine Learning - AI

DECEMBER 22, 2023

Amazon Lex supplies the natural language understanding (NLU) and natural language processing (NLP) interface for the open source LangChain conversational agent embedded within an AWS Amplify website. Amazon Lex then invokes an AWS Lambda handler for user intent fulfillment. The agent uses Anthropic Claude 2.1

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Generative AI Lambda AWS Technical Review 94

Linux Academy

AUGUST 13, 2019

Getting AWS certified can be a daunting task, but luckily we’re in your corner and we’re going to help you pass. We offer tons of AWS content for the different exams, but this month the Cloud Practitioner will be our focus. First, you should determine why you want to get AWS certified. AWS’ own recommendations.

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AWS Cloud Lambda Study 16

AWS Machine Learning - AI

MAY 15, 2024

In this blog post, we describe the architectural and operational details of how Amazon Ads implemented its generative AI-powered image creation solution on AWS. Here, Amazon SageMaker Ground Truth allowed ML engineers to easily build the human-in-the-loop workflow (step v). The Amazon API Gateway receives the PUT request (step 1).

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Generative AI Artificial Inteligence Advertising Technical Review 86

AWS Machine Learning - AI

APRIL 11, 2024

Traditional rule engines or ML-based classification can classify the documents, but often reach a limit on types of document formats and support for the dynamic addition of a new classes of document. An Amazon S3 object notification event invokes the embedding AWS Lambda function.

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AWS Machine Learning - AI

NOVEMBER 24, 2023

This solution is available in the AWS Solutions Library. AWS Lambda – AWS Lambda provides serverless compute for processing. Note that in this solution, all of the storage is in the UI. Amazon API Gateway passes the request to AWS Lambda through a proxy integration.

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Generative AI eCommerce Lambda AWS 90

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

Modus Create

AUGUST 17, 2022

Organizations across industries use AWS to build secure and scalable digital environments. . Fortunately, there are several popular strategies for AWS cost optimization that allow your business to manage cloud spending in a responsible way. RDS, EBS volumes, and AIML services like Sagemaker can also pile up your AWS costs.

AWS 52

AWS Serverless Load Balancer Lambda 52

Netflix Tech

MAY 21, 2019

Netflix engineers run a series of tests and benchmarks to validate the device across multiple dimensions including compatibility of the device with the Netflix SDK, device performance, audio-video playback quality, license handling, encryption and security. We use Spinnaker to deploy instances and host the API containers on Titus ?—?which

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Testing Training Continuous Integration AWS 65