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.

Lambda 40

Lambda AWS Software Review Serverless 40

Linux Academy

MAY 1, 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.

AWS 60

AWS Linux Storage Lambda 60

Linux Academy

MAY 1, 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.

AWS 60

AWS Linux Storage Lambda 60

Mike Roberts

MARCH 14, 2018

AWS announced a new service?—?the The general goal of SAR is to make it easier to distribute, and consume, applications that have been developed using AWS Serverless products, like Lambda. SAM itself is built on top of AWS CloudFormation ?—?Amazon’s the Serverless Application Repository (SAR)?—?at at re:Invent 2017.

Serverless 40

Serverless AWS Applications Lambda 40

Mike Roberts

MARCH 14, 2018

AWS announced a new service?—?the The general goal of SAR is to make it easier to distribute, and consume, applications that have been developed using AWS Serverless products, like Lambda. SAM itself is built on top of AWS CloudFormation ?—?Amazon’s the Serverless Application Repository (SAR)?—?at at re:Invent 2017.

Serverless 40

Serverless AWS Applications Lambda 40

Honeycomb

OCTOBER 31, 2022

What are the important metrics to track? There’s a whole class of things you just don’t have to think about if, say, your system is running on lambdas. They might work with product teams to understand how architecture choices impact COGS. Doing platform right is something that can get you on the main stage of AWS re:Invent.

DevOps 75

DevOps Lambda AWS Engineering 75

Stackery

DECEMBER 6, 2019

But after two days of discussing serverless development and AWS tooling with the many awesome folks who have visited the Stackery booth (plus the primer I attended on day one) I was actually feeling pretty limber for the marathon that was “Serverless SaaS Deep Dive: Building Serverless on AWS”. JWT token) API Gateway ?

Serverless 52

Serverless Lambda Microservices AWS 52

Trigent

APRIL 7, 2022

Some of the top-rated serverless solutions are AWS-Lambda and Google-Cloud-functions. The new freedom to scale on-demand and the elimination of estimating load and traffic led to the massive adoption of serverless architectures. Having said this, one must tread cautiously when going in for serverless architecture.

Serverless 52

Serverless Cloud Architecture Software Review 52

O'Reilly Media - Ideas

APRIL 3, 2019

60 Minutes to Better Product Metrics , May 9. Fundamentals of Data Architecture , May 20-21. Beginner’s Guide to Writing AWS Lambda Functions in Python , May 7. Programming with Java Lambdas and Streams , May 16. Analyzing Software Architecture , April 16. Comparing Service-Based Architectures , April 30.

Course 48

Course Artificial Inteligence Training Google Cloud 48

O'Reilly Media - Ideas

MAY 1, 2019

Fundamentals of Machine Learning with AWS , June 19. Building Machine Learning Models with AWS Sagemaker , June 20. 60 Minutes to Better Product Metrics , July 10. Beginner’s Guide to Writing AWS Lambda Functions in Python , June 28. AWS CloudFormation Deep Dive , June 3-4. Managing Your Manager , June 27.

Course 46

Course Training Artificial Inteligence Machine Learning 46

ParkMyCloud

MAY 7, 2019

In the current cloud infrastructure, top service providers are dedicating a great deal of effort to expand on this architecture as a new approach to a cloud solution that focuses on applications rather than infrastructure. AWS Lambda is the current leader among serverless compute implementations.

Serverless 58

Serverless Lambda Google Cloud Azure 58

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".

Artificial Inteligence 104

Artificial Inteligence Lambda Generative AI Knowledge Base 104

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. New features were difficult to roll out and existing features were difficult to change.

Lambda 72

Lambda AWS Software Engineering Engineering 72

Linux Academy

JUNE 25, 2019

We’ll build a foundation of general monitoring concepts, then get hands-on with common metrics across all levels of our platform. AWS Cloud Formation Deep Dive. Towards the end of the course, the student will experience using CloudFormation with other technologies like Docker, Jenkins, and Lambda. AWS Essentials.

Linux 60

Linux Course Cloud Google Cloud 60

Netflix Tech

JULY 30, 2019

Our cluster size ranges from 12–18 instances of AWS EC2 m4.4xlarge instances, typically running at ~30% capacity. *?—?Cassandra Below is a snapshot of our Kibana dashboard which shows the workflow execution metrics over a typical 7-day period. Cassandra persistence module is a partial implementation. As such, Conductor 2.x

Lambda 75

Lambda Weak Development Team Systems Review Metrics 75

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.

Artificial Inteligence 97

Artificial Inteligence Lambda AWS Machine Learning 97

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

Artificial Inteligence 96

Artificial Inteligence Meeting Generative AI AWS 96

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

DECEMBER 6, 2023

Then we introduce you to a more versatile architecture that overcomes these limitations. We also present a more versatile architecture that overcomes these limitations. In practice, we implemented this solution as outlined in the following detailed architecture. The search precision can also be improved with metadata filtering.

Artificial Inteligence 98

Artificial Inteligence Analytics Knowledge Base Lambda 98

Netflix Tech

MAY 21, 2019

Lerner, as a web-service, relies on Amazon Web Services (AWS) and Netflix’s Open Source Software (OSS) tools. Lerner uses AWS services to store binary versions of the agents, agent configurations, and training data. Lerner uses AWS services to store binary versions of the agents, agent configurations, and training data.

Testing 65

Testing Training Continuous Integration AWS 65

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.

AWS 89

AWS Groups Lambda Policies 89

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[]'

AWS 88

AWS Lambda Architecture Testing 88

AWS Machine Learning - AI

MARCH 27, 2024

This requires carefully combining applications and metrics to provide complete awareness, accuracy, and control. This blog post discusses how BMC Software added AWS Generative AI capabilities to its product BMC AMI zAdviser Enterprise. It’s also vital to avoid focusing on irrelevant metrics or excessively tracking data.

DevOps 85

DevOps Artificial Inteligence Generative AI Enterprise 85

Instaclustr

JUNE 4, 2019

In the past few months, our Technology Evangelist, Paul Brebner has been relentlessly testing the limits of massive-scale deployment of a data pipeline consisting of Apache Kafka and Apache Cassandra on the Instaclustr Managed Platform in conjunction with an example Anomaly detection application running on a Kubernetes cluster deployed on AWS EKS.

Scalability 29

Scalability Open Source AWS Applications 29

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

Modus Create

APRIL 27, 2020

3rd party technical assessments can be extremely valuable as they can uncover previously unknowns and create assumptions about your legacy stack that help suss out truths hidden deep in the underlying architectures. Good examples are AWS Lambda or Cloudflare Workers. Select the right partner. Bring in the tests.

Technical Review 84

Technical Review Software Review Quality Assurance Systems Review 84

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.

Serverless 68

Serverless Azure AWS Architecture 68

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

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.

Serverless 59

Serverless Lambda Development Microservices 59

Modus Create

JUNE 20, 2023

Serverless architecture Search results for “serverless architecture” over the past 5 years (2/24/2023) Serverless architecture allows developers to create products without managing the underlying infrastructure. Note that most of these trends aren’t new but are finally emerging in the mainstream. billion in value.

Trends 98

Trends Development Serverless Technical Review 98

ProdOps

JULY 1, 2018

Motivation The architecture design in the company was always striving for micro services, and was deployed on containers from very early stages. We came to an understanding that a re-architecture is required and that orchestrating the services is the natural way to go. Instances on AWS sometimes just die. Side note?—?The

AWS 40

AWS Architecture Testing Metrics 40

Perficient

MARCH 13, 2023

Operators are based on the controller pattern which is at the core of the Kubernete’s architecture and enable declarative configuration through the use of Custom Resource Definitions (CRD). A less-know feature is the ability to leverage Cluster Monitoring to collect your own application metrics.

Serverless 83

Serverless Azure Metrics AWS 83

Mike Roberts

DECEMBER 6, 2017

The light show at the re:Play party Another re:Invent has come and gone, and us mere AWS-using mortals are now rapidly trying to sort the wheat from the chaff of a heady harvest of announcements. It’s funny to think that AWS Lambda was announced at re:Invent only 3 years ago?—?the skip to the end if you want my take on those.

Serverless 52

Serverless Lambda AWS Software Review 52

TIBCO - Connected Intelligence

MAY 19, 2021

These applications also scale much more readily than monolithic applications because each executable code unit can be scaled individually, creating a more responsive application architecture. This includes tools to manage and automate application deployment, service registry and discovery, tracing and debugging, and metrics collection.

Architecture 26

Architecture Applications Cloud Microservices 26

Lacework

SEPTEMBER 18, 2023

When I first started in AWS’ Office of the CISO, a senior executive in another part of the business said to me, “You are going to do fine; you have two ears and one mouth.” Ask: to what metrics will this role be held accountable? Under the hood, these are serverless functions — in AWS, it’s Lambda). Speed to deploy?

Security 82

Security Software Review CTO Systems Review 82

Gorilla Logic

SEPTEMBER 5, 2019

Serverless computing, or more simply “Serverless,” is not easy to define, but for the sake of this article, we can loosely define it as a software architecture trend that reduces the notion of infrastructure. Fn Server provides Prometheus metrics out of the box just by accessing the endpoint [link]. What is Serverless? .

Serverless 12

Serverless Cloud Software Review Azure 12

Xicom

JUNE 18, 2020

Before something strange begins to happen, your user’s loyalty starts dropping and the audience starts uninstalling your app, it’s time to look for the tips to scale up an app on AWS…. This is where you need to expand your cloud architecture by adding more units of small capacity to spill the workload on multiple machines.

SOA 52

SOA AWS How To Technical Advisors 52