AWS Machine Learning - AI

FEBRUARY 6, 2024

The application uses the Amplify libraries for Amazon Simple Storage Service (Amazon S3) and uploads documents provided by users to Amazon S3. The WebSocket triggers an AWS Lambda function, which creates a record in Amazon DynamoDB. Another Lambda function gets triggered with a new message in the SQS queue.

Generative AI 94

Generative AI AWS Lambda Technical Review 94

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 DynamoDB update triggers an AWS Lambda function, which starts a Step Functions workflow. The Step Functions workflow runs the following steps for each image: 5.1

AWS 110

AWS Lambda Generative AI Report 110

The Crazy Programmer

SEPTEMBER 25, 2023

Get 1 GB of free storage. Try Render Vercel Earlier known as Zeit, the Vercel app acts as the top layer of AWS Lambda which will make running your applications easy. It offers the most intuitive user interface & scalability choices. Features: Simple deployment with just one click. Auto Scaling for traffic surges.

Serverless 180

Serverless AWS Google Cloud Azure 180

Xebia

JANUARY 19, 2023

Building architectures that optimize performance and cost at a high level is no longer enough. Data security is also about timing – providing data access to exactly the people and systems that need to access it and only for the duration necessary to perform their work. Architect for scalability. Plan for failure.

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. What Is a Public Cloud?

Google Cloud 122

Google Cloud Azure AWS Cloud 122

Apiumhub

MARCH 12, 2024

This event-driven model enhances efficiency, scalability, and cost-effectiveness. Technical Example : Serverless Computing with AWS Lambda Scenario: A serverless architecture dynamically scales resources in response to events, such as incoming requests or changes in data.

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. build high performant, scalable web applications across multiple data centers).

Serverless 74

Serverless Microservices Lambda IoT 74

iTexico

APRIL 15, 2020

iTexico's client was locked into a high fixed cost for a monthly service they weren't using and determined it needed an experienced partner to perform a complete Cloud optimization assessment and right-sizing of the AWS Cloud services to lower costs. iTexico implemented the following: A Virtual Machines inventory assessment.

Lambda 52

Lambda Serverless AWS Case Study 52

Existek

JANUARY 11, 2022

And companies that have completed it emphasize gained advantages like accessibility, scalability, cost-effectiveness, etc. . They provided a few services like computing, Azure Bob storage, SQL Azure, and Azure Service Bus. It included only several cloud products like Simple Storage Service and Elastic Compute Cloud. .

Azure 52

Azure AWS Cloud How To 52

RapidValue

AUGUST 4, 2020

There is a lack of visibility which leads to various application and network performance issues, including the inability to deliver against service agreements. Managing the cost variables like Reserved Instances (RIs), upfront payment and storage types are critical for successful IT, DevOps, Security, and Finance teams.

Cloud 92

Cloud How To Azure AWS 92

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.

Cloud 52

Cloud AWS Microservices Architecture 52

AWS Machine Learning - AI

MARCH 15, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon via a single API, along with a broad set of capabilities you need to build generative AI applications with security, privacy, and responsible AI.

Generative AI 112

Generative AI Lambda AWS Artificial Inteligence 112

O'Reilly Media - Ideas

JANUARY 14, 2020

Serverless also offers an innovative billing model and easier scalability. 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. In What is Serverless? Serverless technologies come in a few different versions.

Serverless 52

Serverless Lambda AWS Architecture 52

AWS Machine Learning - AI

JANUARY 26, 2024

We are committed to expanding our capabilities to allow you to meet your digital sovereignty needs, without compromising on the performance, innovation, security, or scale of the AWS Cloud. Understand the security posture of your AI, ML, and generative AI workloads by performing a Well-Architected Framework review.

Artificial Inteligence 115

Artificial Inteligence Generative AI Security Applications 115

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. which allows fast deployment times and rapid scalability.

Testing 65

Testing Training Continuous Integration AWS 65

AWS Machine Learning - AI

APRIL 24, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon using a single API, along with a broad set of capabilities you need to build generative AI applications with security, privacy, and responsible AI.

Artificial Inteligence 100

Artificial Inteligence Lambda Generative AI Knowledge Base 100

Instaclustr

JUNE 4, 2019

At Instaclustr, we constantly push ourselves to test the limits of the performance and scalability of the open source technologies our Managed Platform offers. After all, this is our promise to our customers – Performance and Reliability at scale. Kafka is a good choice for fast scalable ingestion of streaming data.

Scalability 29

Scalability Open Source AWS Applications 29

AWS Machine Learning - AI

APRIL 11, 2024

For optimal performance, you should customize the solution to your specific use case and existing IDP pipeline setup. In our solution, when an application wants to perform a semantic search, the search document is first converted into an embedding. An Amazon S3 object notification event invokes the embedding AWS Lambda function.

Artificial Inteligence 93

Artificial Inteligence Lambda AWS Machine Learning 93

AWS Machine Learning - AI

FEBRUARY 19, 2024

This architecture includes the following steps: A user interacts with the Streamlit chatbot interface and submits a query in natural language This triggers a Lambda function, which invokes the Knowledge Bases RetrieveAndGenerate API. You will use this Lambda layer code later to create the Lambda function.

Knowledge Base 92

Knowledge Base Artificial Inteligence Applications Lambda 92

Linux Academy

JANUARY 22, 2020

If you’re studying for the AWS Cloud Practitioner exam, there are a few Amazon S3 (Simple Storage Service) facts that you should know and understand. Amazon S3 is an object storage service that is built to be scalable, high available, secure, and performant. What to know about S3 Storage Classes.

Cloud 28

Cloud Storage AWS Backup 28

AWS Machine Learning - AI

FEBRUARY 9, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon via a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Lambda 122

Lambda Generative AI AWS Microservices 122

AWS Machine Learning - AI

MAY 7, 2024

The workflow consists of the following steps: The user uploads the meeting recording as an audio or video file to the project’s Amazon Simple Storage Service (Amazon S3) bucket, in the /recordings folder. Transcripts are then stored in the project’s S3 bucket under /transcriptions/TranscribeOutput/.

Artificial Inteligence 97

Artificial Inteligence Meeting Generative AI AWS 97

AWS Machine Learning - AI

NOVEMBER 24, 2023

The power of Amazon Bedrock: AI-generated product descriptions Amazon Bedrock is a fully managed service that simplifies generative AI development, offering high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon through a single API.

Generative AI 87

Generative AI eCommerce Lambda AWS 87

AWS Machine Learning - AI

MAY 22, 2024

Pre-trained image captioning or visual question answering (VQA) models perform well on describing every-day images but can’t to capture the domain-specific nuances of ecommerce products needed to achieve satisfactory performance in all product categories. So you can follow along, we’re sharing the code in a GitHub repository.

Fashion 101

Fashion Artificial Inteligence Generative AI AWS 101

Modus Create

AUGUST 17, 2022

Organizations across industries use AWS to build secure and scalable digital environments. . In this post, we’ll share popular strategies for reducing your AWS cost without affecting application performance. . Do production and performance environments require multiple AZs? Using AWS S3 Storage the Right Way.

AWS 52

AWS Serverless Load Balancer Lambda 52

Altexsoft

SEPTEMBER 6, 2023

A comprehensive walk-through to help organizations like yours fortify their serverless applications against threats and ensure optimal performance. The three primary benefits, however, include: Scalability. Cloud providers , such as AWS with Lambda or Google Cloud with Cloud Functions, take on the heavy lifting.

Serverless 52

Serverless Applications Cloud AWS 52

Cloudera

JULY 26, 2021

x, and NVIDIA GPU computing ), thus removing some of the scalability challenges of legacy platforms, also preventing large capital outlays for data center infrastructure. hybrid or public, multi-cloud) and advanced analytical frameworks (e.g., Deep Java Learning, Apache Spark 3.x, 1- Apply Four Pillars of Security.

Strategy 119

Strategy Development Data Analytics 119

Altexsoft

MAY 20, 2020

These hardware components cache and preprocess real-time data, reducing the burden on central storages and main processors. In addition to broad sets of tools, it offers easy integrations with other popular AWS services taking advantage of Amazon’s scalable storage, computing power, and advanced AI capabilities.

IoT 141

IoT Azure AWS Transportation 141

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., Provider dependent: 500 MB storage, 128 MB ? or invest in a vendor-agnostic layer like the serverless framework

Serverless 109

Serverless Lambda AWS Systems Review 109

Agile Engine

DECEMBER 3, 2023

40% of users abandon UIs that load for longer than 4 seconds 200% higher conversions are achievable via UI improvements Our experience: making Fortune 500 e-stores 76% smoother The correlation between UI responsiveness and conversions makes interface performance critical for e-commerce.

UI/UX 52

UI/UX Budget Applications Technical Review 52

Xicom

JUNE 18, 2020

Now that’s where your app scalability is the biggest issue that restricts users to access your app smoothly! Don’t worry this post will help you understand everything right from what is application scalability to how to scale up your app to handle more than a million users. What is App Scalability? Let’s get started….

SOA 52

SOA How To AWS Technical Advisors 52

AWS Machine Learning - AI

MAY 21, 2024

The first use case is to use automation to minimize the repetitive manual tasks that journalists perform as part of the digital publishing process. Our CMS backend Nova is implemented using Amazon API Gateway and several AWS Lambda functions. Inference performance : Amazon Bedrock delivers low-latency, high-throughput inference.

Generative AI 101

Generative AI Artificial Inteligence AWS Serverless 101

MagmaLabs

MAY 13, 2021

It provides us with cloud services, such as storage, NoSQL database technologies, Server-less, GraphQL APIs, testing tools, analytics, and caching data. Amazon S3 (Simple Storage Service). Amazon S3 is an object storage service that offers industry-leading scalability, data availability, security, and performance.

AWS 75

AWS Development Authentication Mobile 75

Openxcell

MAY 12, 2023

Through AWS, Azure, and GCP’s respective cloud platforms, customers have access to a variety of storage, computation, and networking options.Some of the features shared by all three systems include fast provisioning, self-service, autoscaling, identity management, security, and compliance. What is AWS Cloud Platform?:

Google Cloud 52

Google Cloud Azure AWS Cloud 52

Cloudera

NOVEMBER 2, 2020

So they needed a data warehouse that could keep up with the scale of modern big data systems , but provide the semantics and query performance of a traditional relational database. It is a type of data warehouse modernization that lets you have “small data” semantics and performance at “big data” scale. Data Model.

Data 97

Data Analytics Storage Big Data 97

Stackery

JUNE 27, 2019

Serverless presents unique opportunities and challenges to high-performance teams. Meanwhile, AWS Lambda and a growing set of services offer the scale and cost advantages of AWS, while alleviating traditional headaches of maintaining and scaling the operating system and underlying infrastructure. Stackery Serverless Canvas.

Serverless 40

Serverless AWS DevOps Tools 40

Altexsoft

DECEMBER 28, 2018

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. But, generally the unambiguous benefits of serverless architecture are: Lower costs and scalability. AWS Lambda. Focus on business needs.

Serverless 68

Serverless Azure AWS Architecture 68