Modus Create

MAY 15, 2023

You don’t have to manage servers to run apps, storage systems, or databases at any scale. Since it was an isolated feature, we created a separate Lambda function for it on AWS. Wrong technical choices can cost you critical resources. While serverless brings immense benefits to businesses, it’s important not to rush into it.

Serverless 98

Serverless Lambda AWS Architecture 98

Apiumhub

MARCH 12, 2024

So yes, it’s about sharing, storing, processing, and managing resources delivered over a network of remote servers hosted on the Internet. Cloud computing has undergone a remarkable evolution since its inception, transforming the way businesses and individuals leverage computing resources.

Trends 52

Trends Innovation Cloud Serverless 52

Cloudera

SEPTEMBER 30, 2022

With DFF, users now have the choice of deploying NiFi flows not only as long-running auto scaling Kubernetes clusters but also as functions on cloud providers’ serverless compute services including AWS Lambda, Azure Functions, and Google Cloud Functions. New use cases: event-driven, batch, and microservices.

Serverless 72

Serverless Microservices Lambda IoT 72

Xebia

JANUARY 19, 2023

The authors divide the data engineer lifecycle into five stages: Generation Storage Ingestion Transformation Serving Data The field is moving up the value chain, incorporating traditional enterprise practices like data management and cost optimization and new practices like DataOps. Second, they can scale down once the load spike ends.

Data Engineering 130

Data Engineering Engineering Data Technical Review 130

Kaseya

MAY 13, 2021

As the name suggests, a cloud service provider is essentially a third-party company that offers a cloud-based platform for application, infrastructure or storage services. In a public cloud, all of the hardware, software, networking and storage infrastructure is owned and managed by the cloud service provider.

Google Cloud 122

Google Cloud Azure AWS Cloud 122

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).

Serverless 59

Serverless PHP Applications Lambda 59

AWS Machine Learning - AI

MARCH 15, 2024

In this post, we show you how to build a speech-capable order processing agent using Amazon Lex, Amazon Bedrock, and AWS Lambda. A Lambda function pulls the appropriate prompt template from the Lambda layer and formats model prompts by adding the customer input in the associated prompt template. awscli>=1.29.57

Generative AI 117

Generative AI Lambda AWS Artificial Inteligence 117

O'Reilly Media - Ideas

JANUARY 14, 2020

Get a basic understanding of serverless, then go deeper with recommended resources. While AWS Lambda is viewed as the specific technology that kicked off the movement, other vendors offer platforms for reducing operational overhead. Serverless for storage. Serverless for cloud events. The same goes with servers.

Serverless 52

Serverless Lambda AWS Architecture 52

AWS Machine Learning - AI

JANUARY 26, 2024

Plan for rollback and recovery from production security events and service disruptions such as prompt injection, training data poisoning, model denial of service, and model theft early on, and define the mitigations you will use as you define application requirements.

Artificial Inteligence 119

Artificial Inteligence Generative AI Security Applications 119

The Agile Monkey

DECEMBER 22, 2022

The app, called Live Questions, is a tool for live events, keynotes, and Q&A sessions that allows hosts to create a topic and gather questions from other users in real time. Our backend and event-sourcing experts have been working on creating this high level of abstraction for years. Events: Simple records of facts (e.g.

Scalability 98

Scalability AWS Authentication Open Source 98

AWS Machine Learning - AI

MAY 14, 2024

Build an offline human feedback workflow In this scenario, we assume that the chat transcripts are stored in an Amazon Simple Storage Service (Amazon S3) bucket in JSON format, a typical chat transcript format, for the human experts to provide annotations and labels on each LLM response. More information can be found here.

Generative AI 84

Generative AI Artificial Inteligence AWS Applications 84

AWS Machine Learning - AI

APRIL 18, 2024

Migrating to the cloud is an essential step for modern organizations aiming to capitalize on the flexibility and scale of cloud resources. AWS Landing Zone addresses this need by offering a standardized approach to deploying AWS resources. In parallel, the AVM layer invokes a Lambda function to generate Terraform code.

AWS 101

AWS Lambda Applications Generative AI 101

Capgemini

APRIL 20, 2022

The user logs in to an admin application hosted on Amazon Simple Storage Service (Amazon S3) through a fast and secured custom domain managed by Amazon CloudFront , Amazon Route 53 , and AWS Certificate Manager. Business function microservices follow event-driven architecture.

Cloud 52

Cloud AWS Microservices Architecture 52

Confluent

FEBRUARY 27, 2019

Given that it is at a relatively early stage, developers are still trying to grok the best approach for each cloud vendor and often face the following question: Should I go cloud native with AWS Lambda, GCP functions, etc., What is more, as the world adopts the event-driven streaming architecture, how does it fit with serverless?

Serverless 109

Serverless Lambda AWS Systems Review 109

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/. AWS CDK version 2.0

Artificial Inteligence 102

Artificial Inteligence Meeting Generative AI AWS 102

AWS Machine Learning - AI

FEBRUARY 9, 2024

AWS CDK is an open source software development framework to model and provision your cloud application resources using familiar programming languages. After the Amazon Bedrock invocation, Amazon CloudTrail generates a CloudTrail event. In addition, it aggregates the invocations per model and costs by each team.

Lambda 126

Lambda Generative AI AWS Microservices 126

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.

Knowledge Base 96

Knowledge Base Artificial Inteligence Applications Lambda 96

CircleCI

JULY 22, 2022

Most teams experience fluctuations in their resource demands throughout the workday, and maintaining unused compute capacity can result in unnecessary costs. If your application needs access to internal databases or sensitive resources for proper testing, you can deploy it to self-hosted runners behind your firewall.

AWS 98

AWS Lambda Meeting Software Review 98

The Citus Data

DECEMBER 7, 2019

The Windows Data and Intelligence team had been using a Lambda architecture for the Online Analytical Processing (OLAP) cubing workloads that powered the RQV analytics dashboard. The growth of the Windows user base and all the metrics being generated would quickly outpace the resources of any new servers that he provisioned.

Azure 53

Azure Analytics Windows Weak Development Team 53

Honeycomb

SEPTEMBER 9, 2022

Our data storage has two tiers: hot data, stored on the query engine hosts, and cold data, stored in S3 and queried via AWS Lambda. Hot storage is usually reserved for recent data, and cold storage for older data. Queries use both types of storage, whereas triggers are expected to use recent data and mostly hot storage.

Systems Review 64

Systems Review Technical Review Software Review Lambda 64

Honeycomb

SEPTEMBER 9, 2022

Our data storage has two tiers: hot data, stored on the query engine hosts, and cold data, stored in S3 and queried via AWS Lambda. Hot storage is usually reserved for recent data, and cold storage for older data. Queries use both types of storage, whereas triggers are expected to use recent data and mostly hot storage.

Systems Review 64

Systems Review Technical Review Software Review Lambda 64

AWS Machine Learning - AI

APRIL 11, 2024

The following architecture diagram illustrates how you can use the Amazon Titan Multimodal Embeddings model with documents in an Amazon Simple Storage Service (Amazon S3) bucket for image gallery creation. An Amazon S3 object notification event invokes the embedding AWS Lambda function.

Artificial Inteligence 98

Artificial Inteligence Lambda AWS Machine Learning 98

Exadel

JUNE 10, 2020

Systems based on the analysis of events from the host system allow you to identify clearly prohibited actions, for example, executing a process from root, or repeated attempts to enter a password, check the availability of network ports, and attempt to communicate over prohibited ports and protocols. Monitoring abnormal behavior.

DevOps 52

DevOps Weak Development Team Testing Handbook 52

Stackery

MAY 22, 2019

Where cloud resources and environments exist. We run a database server, media storage, and of course web application framework, all on our local machine. This points towards a model of cloudside development where the process of writing and running our code involves making requests to resources in the cloud from the very beginning.

Serverless 74

Serverless Lambda AWS Resources 74

Linux Academy

AUGUST 13, 2019

Identify resources for security support . Identify resources for technology support . Identify resources available for billing support. Identify resources available for billing support. S3 – different storage classes, their differences, and which is best for certain scenarios. Storage in AWS.

AWS 16

AWS Cloud Lambda Study 16

Stackery

JUNE 29, 2019

If you’ve dealt with lambda functions you may have run across the RequestEntityTooLargeException - * byte payload is too large for the Event invocation type (limit 131072 bytes) AWS Lambda exception that occurs when a function is invoked with too large of a payload. How Stackery Makes it Easier to Handle your serverless apps.

Lambda 45

Lambda AWS Serverless Storage 45

Xebia

DECEMBER 21, 2022

A regional failure is an uncommon event in AWS (and other Public Cloud providers), where all Availability Zones (AZs) within a region are affected by any condition that impedes the correct functioning of the provisioned Cloud infrastructure. It defines the age limit for the last data backup before the downtime event.

Disaster Recovery 130

Disaster Recovery AWS Strategy Backup 130

Apiumhub

DECEMBER 11, 2023

It encompasses topics like energy-efficient coding practices, server optimization, reduced resource consumption, and minimizing the carbon impact of software operations. Cost Savings Energy-efficient software often requires fewer resources to run, leading to cost savings for businesses and data centers. Serverless Computing.

Energy 78

Energy Sustainability UI/UX Data Center 78

Hypergrid

FEBRUARY 15, 2019

It’s the ultimate value proposition to a developer – upload your code to the cloud, let it run and only pay for the resources consumed at runtime! A function doesn’t exist in a vacuum and needs other services for persistence (storage), data management (databases), connectivity, messaging, monitoring and automation.

Lambda 40

Lambda Serverless AWS Compliance 40

Hypergrid

FEBRUARY 15, 2019

It’s the ultimate value proposition to a developer – upload your code to the cloud, let it run and only pay for the resources consumed at runtime! A function doesn’t exist in a vacuum and needs other services for persistence (storage), data management (databases), connectivity, messaging, monitoring and automation.

Lambda 40

Lambda Serverless AWS Compliance 40

Altexsoft

SEPTEMBER 6, 2023

Instead, it refers to a model where the cloud service provider fully manages the execution of a developer’s code by dynamically allocating machine resources. Users only pay for the actual amount of resources consumed by executions, not pre-purchased units of capacity or uptime. Event Sources. Cost-Efficiency.

Serverless 52

Serverless Applications Cloud AWS 52

Stackery

FEBRUARY 11, 2019

A Lambda isn’t an app by itself, heck, it can’t even communicate with the world outside of Amazon Web Services (AWS) by itself, so there must be more to a serverless app than that. Serverless applications have three components: Business logic: function (Lambda) that defines the business logic. Review: What’s a Lambda?

Serverless 53

Serverless Lambda AWS Software Review 53

Modus Create

AUGUST 17, 2022

Let’s start by exploring the resources that create a significant cost burden. Here are a few techniques to help you tackle the usage of the above resources. . A t ag is a label that you or AWS apply to an AWS resource. You can arrange the resources in use by tags to see who is utilizing which AWS service and how.

AWS 52

AWS Serverless Load Balancer Lambda 52

Stacks on Stacks

FEBRUARY 11, 2019

A Lambda isn’t an app by itself, heck, it can’t even communicate with the world outside of Amazon Web Services (AWS) by itself, so there must be more to a serverless app than that. Review: What’s a Lambda? But what are Lambdas again? Are Lambdas like containers? Fair enough, but what is is a serverless application?

Serverless 40

Serverless Lambda AWS Software Review 40

Gorilla Logic

SEPTEMBER 16, 2021

The three cloud providers we will be comparing are: AWS Lambda. AWS Lambda. Pricing: AWS Lambda (Lambda) implements a pay-per-request pricing model: Meter. . This allows expenses to be easily tracked and monitored so that your Lambda-specific budget can be kept under control. . Azure Functions. Google Cloud.

Serverless 70

Serverless Lambda Cloud AWS 70

Altexsoft

SEPTEMBER 3, 2021

Infrastructure as code (IaC) is a powerful and mature technology used by DevOps teams to automate resource provisioning on the cloud. AWS CloudFormation is a solution that facilitates modelling and setting up AWS resources, which helps you save time on management. There is no need to create or configure each resource individually.

AWS 64

AWS Infrastructure Lambda Policies 64

Perficient

MARCH 13, 2023

We like the seamless integration with native hyperscaler services like storage and node pools for easy autoscaling, zone awareness for HA, networking and RBAC security with IAM or AAD. At Perficient, we leverage custom operators to codify operations of high-level resources like a SpringBootApp. solutions which are more barebones.

Serverless 83

Serverless Azure Metrics AWS 83