Perficient

DECEMBER 13, 2023

Scalability Demands As the volume of data grows, the systems have to handle & manage the data without compromising on performance. Organized Data Storage AWS S3 (Simple Storage Service) stores the structured, unstructured, or semi-structured data. Scalability AWS provides EC2 instances that can be scaled up or down.

Healthcare 52

Healthcare AWS Lambda Data 52

Modus Create

MAY 15, 2023

When serverless architecture became all the rage a few years ago, we wondered whether it was just marketing hype. Serverless architecture’s popularity has risen over the past 5 years. You don’t have to manage servers to run apps, storage systems, or databases at any scale. Was serverless really cloud 2.0

Serverless 98

Serverless Lambda AWS Architecture 98

Xebia

AUGUST 29, 2023

It provides a powerful and scalable platform for executing large-scale batch jobs with minimal setup and management overhead. Key features of AWS Batch Efficient Resource Management: AWS Batch automatically provisions the required resources, such as compute instances and storage, based on job requirements.

AWS 147

AWS Performance Storage Linux 147

Apiumhub

MARCH 12, 2024

The Evolution of Cloud Computing Trends Edge Computing Redefining Latency Edge computing is poised to revolutionize cloud architecture by decentralizing computing power. This event-driven model enhances efficiency, scalability, and cost-effectiveness. As technology advances, innovations are shaping the future of cloud computing trends.

Trends 52

Trends Innovation Cloud Serverless 52

iTexico

APRIL 15, 2020

The real transformation is in the adoption of serverless architecture, microservices, workflow automation. iTexico recommended AWS Lambda, a highly dynamic and scalable serverless computing platform with pay-as-you-go and use service model. Google, last year was very profitable.

Lambda 52

Lambda Serverless AWS Case Study 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 75

Serverless Microservices Lambda IoT 75

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

O'Reilly Media - Ideas

JANUARY 14, 2020

Serverless also offers an innovative billing model and easier scalability. authors Mike Roberts and John Chapin identify the core insight that makes serverless unique: With a fully serverless app, you are no longer thinking about any part of your architecture as a resource running on a host. Serverless for storage.

Serverless 52

Serverless Lambda AWS Architecture 52

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.

Artificial Inteligence 118

Artificial Inteligence Generative AI Security Applications 118

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. Solution overview The following diagram illustrates our solution architecture. This can be done with a Lambda layer or by using a specific AMI with the required libraries. awscli>=1.29.57

Generative AI 115

Generative AI Lambda AWS Artificial Inteligence 115

RapidValue

AUGUST 4, 2020

Imperfect architecture design leads to applications that are poorly designed for cloud-based platforms. Managing the cost variables like Reserved Instances (RIs), upfront payment and storage types are critical for successful IT, DevOps, Security, and Finance teams. Design workloads for scalability and Cache storage strategically.

Cloud 92

Cloud How To Azure AWS 92

AWS Machine Learning - AI

APRIL 24, 2024

They provide a strategic advantage for developers and organizations by simplifying infrastructure management, enhancing scalability, improving security, and reducing undifferentiated heavy lifting. For direct device actions like start, stop, or reboot, we use the action-on-device action group, which invokes a Lambda function.

Artificial Inteligence 104

Artificial Inteligence Lambda Generative AI Knowledge Base 104

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. Navigate to the lambdalayer folder.

Knowledge Base 95

Knowledge Base Artificial Inteligence Applications Lambda 95

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 97

Artificial Inteligence Lambda AWS Machine Learning 97

AWS Machine Learning - AI

FEBRUARY 9, 2024

API gateways can provide loose coupling between model consumers and the model endpoint service, and flexibility to adapt to changing model, architectures, and invocation methods. In this post, we show you how to build an internal SaaS layer to access foundation models with Amazon Bedrock in a multi-tenant (team) architecture.

Lambda 124

Lambda Generative AI AWS Microservices 124

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. Architecture and Technology Choices. Kafka is a good choice for fast scalable ingestion of streaming data. – Arthur C. Application Design. Further Information.

Scalability 29

Scalability Open Source AWS Applications 29

Netflix Tech

MAY 21, 2019

Solution We built a system called Lerner that consists of a set of microservices and a python library that allows scalable agent training and inference for test case scheduling. We wanted the to tool be available as a standalone library as well as scalable API service. which allows fast deployment times and rapid scalability.

Testing 65

Testing Training Continuous Integration AWS 65

AWS Machine Learning - AI

NOVEMBER 24, 2023

The system architecture comprises several core components: UI portal – This is the user interface (UI) designed for vendors to upload product images. AWS Lambda – AWS Lambda provides serverless compute for processing. Note that in this solution, all of the storage is in the UI. This could be any database of your choice.

Generative AI 89

Generative AI eCommerce Lambda AWS 89

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 100

Artificial Inteligence Meeting Generative AI AWS 100

CircleCI

JULY 22, 2022

Self-hosted runners allow you to host your own scalable execution environments in your private cloud or on-premises, giving you more flexibility to customize and control your CI/CD infrastructure. Configure storage — increase the size of the hard disk for each instance if you think you’ll need it. Step 3: Configure advanced options.

AWS 98

AWS Lambda Meeting Software Review 98

AWS Machine Learning - AI

MAY 22, 2024

Solution overview The following diagram illustrates the solution architecture. Figure 2: High-level solution architecture The high-level overview of the solution is: An ML scientist uses Sagemaker notebooks to process and split the data into training and validation data. Daniel Zagyva is a Data Scientist at AWS Professional Services.

Fashion 105

Fashion Artificial Inteligence Generative AI AWS 105

Altexsoft

SEPTEMBER 6, 2023

Understanding Serverless Architecture Serverless computing , contrary to its name, doesn’t mean servers are absent. Benefits of Serverless Architecture Serverless computing has gained prominence over the last decade due to its ability to reduce costs, decrease latency, improve scalability, eliminate server-side management, etc.

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. The proliferation of real-time processing by deploying event-driven architectures (e.g., hybrid or public, multi-cloud) and advanced analytical frameworks (e.g.,

Strategy 118

Strategy Development Data Analytics 118

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

Agile Engine

DECEMBER 3, 2023

The challenge: 5 seconds before the first meaningful render The legacy architecture underlying the company’s e-stores didn’t support high load speeds at scale. platform, our experts took ownership of the AWS account configuration and infrastructure architecture. Planning to modernize your cloud architecture?

UI/UX 52

UI/UX Budget Applications Technical Review 52

Modus Create

AUGUST 17, 2022

Organizations across industries use AWS to build secure and scalable digital environments. . With gp3 volumes, you can provision IOPS and throughput independently without increasing storage size. Using AWS S3 Storage the Right Way. Version objects consume storage and so contribute to the overall cost.

AWS 52

AWS Serverless Load Balancer Lambda 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

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

CloudGeometry

FEBRUARY 7, 2022

Behind the curtain, selling essentially the same software to different users and companies, again and again, relies on a distinct product architecture: secure multi-tenancy. Tenant isolation is the keystone of the SaaS architecture, holding it all together and keeping it up and running. Let’s take a closer look.

Architecture 130

Architecture Policies Resources Construction 130

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

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. First, we are going to talk about the architecture that we are going to use. Amazon S3 (Simple Storage Service). It was awesome! So, let’s start! Let’s get started.

AWS 75

AWS Development Authentication Mobile 75

Cloudera

NOVEMBER 2, 2020

Data streamed in is queryable in conjunction with historical data, avoiding need for Lambda Architecture. Figure 1 below shows a standard architecture for a Real-Time Data Warehouse. It has the key elements of fast ingest, fast storage, and immediate querying for BI purposes. Flexible, scalable query engine for EDW.

Data 97

Data Analytics Storage Big Data 97

AWS Machine Learning - AI

MAY 21, 2024

The digital publishing frontend application Storm is a single-page application built using React and Material Design and deployed using Amazon Simple Storage Service (Amazon S3) and Amazon CloudFront. Our CMS backend Nova is implemented using Amazon API Gateway and several AWS Lambda functions.

Generative AI 105

Generative AI Artificial Inteligence AWS Serverless 105

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

Altexsoft

MAY 20, 2020

IoT architecture layers. These hardware components cache and preprocess real-time data, reducing the burden on central storages and main processors. Amazon claims that the module is scalable enough to handle over a billion devices, with each of them getting assigned a unique identity. Transport layer: networks and gateways.

IoT 141

IoT Azure AWS Transportation 141

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.

Serverless 71

Serverless AWS Lambda Part-Time VPE 71

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. Really cool tech if you want to move your existing AWS Lambda or Azure Functions over to Kubernetes. solutions which are more barebones.

Serverless 83

Serverless Azure Metrics AWS 83