High Scalability

FEBRUARY 15, 2019

billion : 27% increase in AI funding; 70% : Microsoft security bugs are memory safety issues; 11 : new version of Perl; 24% : serverless users are new to cloud computing; 1 million : SpaceX satellite uplinks; $500K : ticket to mars; $13 billion : Google's new datacenter construction; 59% : increase in Tesla Autosteer accidents; $.30

Scalability 57

Scalability Internet Video Serverless 57

AWS Machine Learning - AI

OCTOBER 15, 2024

In the following sections, we walk you through constructing a scalable, serverless, end-to-end Public Speaking Mentor AI Assistant with Amazon Bedrock, Amazon Transcribe , and AWS Step Functions using provided sample code. Unlock your potential as a captivating public speaker. Connect with him on LinkedIn.

Generative AI 115

Generative AI Virtualization Technical Advisors AWS 115

AWS Machine Learning - AI

MARCH 7, 2025

During the solution design process, Verisk also considered using Amazon Bedrock Knowledge Bases because its purpose built for creating and storing embeddings within Amazon OpenSearch Serverless. For constructing the tracked difference format, containing redlines, Verisk used a non-FM based solution. Tarik Makota is a Sr.

Generative AI 78

Generative AI Technical Review Insurance Policies 78

AWS Machine Learning - AI

MAY 17, 2024

With prompt chaining, you construct a set of smaller subtasks as individual prompts. Then construct an email response based on the sentiment you determine and enclose the email in JSON format. Visit Serverless Land for more Step Functions workflows. Together, these subtasks make up the overall complex task.

Generative AI 127

Generative AI Artificial Inteligence Systems Review Software Review 127

O'Reilly Media - Ideas

FEBRUARY 21, 2019

To place the project into context, Ray and cloud functions ( FaaS , serverless ) currently sit somewhere in the middle between extremely flexible systems on one end or systems that are much more targeted and emphasize ease of use. Ray users can already take advantage of Tune , a scalable hyperparameter optimization framework.

Machine Learning 109

Machine Learning Artificial Inteligence Scalability Case Study 109

Altexsoft

JANUARY 14, 2021

Traditional or on-premise data warehouses have three standard approaches to constructing their architecture layers: single-tier, two-tier, and three-tier architectures. Although cloud-based data warehouse vendors often use slightly different approaches to constructing their architectures. Scalability opportunities. Architecture.

Backup 115

Backup Azure Software Review Architecture 115

Xebia

AUGUST 29, 2023

Transit VPCs are a specific hub-and-spoke network topology that attempts to make VPC peering more scalable. However, if you are coming from an AWS Lambda based serverless setup that scales to zero, VPC Lattice does add a significant fixed minimum cost to your bill.

AWS 130

AWS Load Balancer Microservices Lambda 130

Palo Alto Networks

JANUARY 25, 2021

At Palo Alto Networks, our team is committed to delivering comprehensive Cloud Workload Protection capabilities across the cloud native continuum – securing hosts, containers and Kubernetes, and serverless functions – both at runtime and across the application lifecycle. 26, “ Building a Scalable Strategy for Cloud Security.”.

Cloud 98

Cloud Serverless Compliance Policies 98

AWS Machine Learning - AI

NOVEMBER 14, 2024

This innovative service goes beyond traditional trip planning methods, offering real-time interaction through a chat-based interface and maintaining scalability, reliability, and data security through AWS native services. Architecture The following figure shows the architecture of the solution.

Artificial Inteligence 99

Artificial Inteligence Generative AI Travel AWS 99

AWS Machine Learning - AI

MARCH 7, 2024

Constructs a request payload for the Amazon Bedrock InvokeModel API. By using the Step Functions optimized integration with Amazon Bedrock, Distributed Map, and the Titan Image Generator G1 model, the solution efficiently replaces the backgrounds of images in parallel, enhancing productivity and scalability.

AWS 130

AWS Lambda Generative AI Report 130

AWS Machine Learning - AI

SEPTEMBER 18, 2024

Client profiles – We have three business clients in the construction, manufacturing, and mining industries, which are mid-to-enterprise companies. Pre-Construction Services - Feasibility Studies - Site Selection and Evaluation. Pre-Construction Services - Feasibility Studies - Site Selection and Evaluation.

Generative AI 109

Generative AI Artificial Inteligence Fractional CTO Guidelines 109

Stackery

AUGUST 15, 2019

Engineers have an overarching goal of using these skills to construct experiences that enable end-users to complete a task successfully and they hope to provide enjoyment and comfort along the way. Today, that means adopting “serverless” approaches that handle a lot of scalability and high availability concerns for you.

Software Engineering 49

Software Engineering Engineering Software Serverless 49

CloudGeometry

FEBRUARY 7, 2022

Isolation vs. Authentication & Authorization Isolation is a fundamental choice in a SaaS architecture because security and reliability are not a single construct. Legacy Architecture – the constructs of the legacy architecture that supports an application also directly affect the choice of isolation model.

Architecture 130

Architecture Policies Resources Construction 130

AWS Machine Learning - AI

SEPTEMBER 26, 2024

Amazon Q can deploy fully managed, scalable RAG systems tailored to address a wide range of business problems. OpenSearch Serverless is a fully managed option that allows you to run petabyte-scale workloads without managing clusters. For Data sources , choose Amazon S3 to point our RAG assistant to this S3 bucket.

Artificial Inteligence 95

Artificial Inteligence Generative AI Knowledge Base AWS 95

AWS Machine Learning - AI

MAY 30, 2024

Because Amazon Bedrock is serverless, you don’t have to manage infrastructure, and you can securely integrate and deploy generative AI capabilities into your applications using the AWS services you are already familiar with. Business metadata can be constructed using services like Amazon DataZone.

AWS 119

AWS Lambda Performance Artificial Inteligence 119

AWS Machine Learning - AI

AUGUST 2, 2024

We partnered with Keepler , a cloud-centered data services consulting company specialized in the design, construction, deployment, and operation of advanced public cloud analytics custom-made solutions for large organizations, in the creation of the first generative AI solution for one of our corporate teams.

Artificial Inteligence 105

Artificial Inteligence Generative AI Energy Knowledge Base 105

AWS Machine Learning - AI

SEPTEMBER 6, 2024

Understanding the intrinsic value of data network effects, Vidmob constructed a product and operational system architecture designed to be the industry’s most comprehensive RLHF solution for marketing creatives. Solution overview The AWS team worked with Vidmob to build a serverless architecture for handling incoming questions from customers.

Generative AI 110

Generative AI Artificial Inteligence Data AWS 110

AWS Machine Learning - AI

SEPTEMBER 25, 2024

In this post, we walk you through a step-by-step process to create a social media content generator app using vision, language, and embedding models (Anthropic’s Claude 3, Amazon Titan Image Generator, and Amazon Titan Multimodal Embeddings) through Amazon Bedrock API and Amazon OpenSearch Serverless. Next is the content generation.

Media 81

Media Social Serverless Artificial Inteligence 81

AWS Machine Learning - AI

JUNE 18, 2024

In the third step, you can use extracted text and data to construct meaningful enhancements for these documents. Raghavarao Sodabathina is a Principal Solutions Architect at AWS, focusing on Data Analytics, AI/ML, and Serverless Platform. In the second step, you extract information accurately from your documents.

Generative AI 109

Generative AI Artificial Inteligence AWS Technical Review 109

AWS Machine Learning - AI

JUNE 5, 2024

With the Amazon Bedrock serverless experience, you can get started quickly, privately customize FMs with your own data, and integrate and deploy them into your applications using the AWS tools without having to manage any infrastructure. Jason Westra is a Senior Solutions Architect for AWS AI/ML startups.

Technical Review 109

Technical Review Artificial Inteligence Generative AI Systems Review 109

iTexico

JANUARY 16, 2020

The cloud is made of servers, software and data storage centers that are accessed over the Internet, providing many benefits that include cost reduction, scalability, data security, work force and data mobility. Sounds hard to believe, but it's a reality, and one that can change any company for the better. About The Company. What We Did.

Azure 10

Azure Cloud Virtualization Load Balancer 10

Apps Associates

JULY 28, 2022

Oracle Cloud Infrastructure Data Integration is a next generation, fully managed, multi-tenant, serverless, native cloud ETL service. Serverless execution, pay-as you go pricing model . Fully Control Scalability Dynamically. Data immersive user experience to boost productivity. Avoid ODI installation and configuration.

Infrastructure 52

Infrastructure Cloud Data Linux 52

AWS Machine Learning - AI

OCTOBER 22, 2024

SageMaker Pipelines is a serverless workflow orchestration service purpose-built for foundation model operations (FMOps). Save and execute the pipeline Now that your pipeline has been constructed, choose Execute and enter a name for the execution to run the pipeline. For example: Model below evaluation threshold. Failed to register.

Artificial Inteligence 77

Artificial Inteligence Generative AI AWS Machine Learning 77

AWS Machine Learning - AI

MARCH 28, 2024

Solution overview In this post, we demonstrate the use of Mixtral-8x7B Instruct text generation combined with the BGE Large En embedding model to efficiently construct a RAG QnA system on an Amazon SageMaker notebook using the parent document retriever tool and contextual compression technique. AJ Dhimine is a Solutions Architect at AWS.

Artificial Inteligence 125

Artificial Inteligence Generative AI AWS Load Balancer 125

Modus Create

APRIL 19, 2022

Instead, they construct a content hierarchy. Software architects responsible for a mission-critical, highly-scalable enterprise project may want to spend time experimenting with Remix. Remix can run in the most popular CDNs and serverless environments. The Significance of Nested Routes. Know Your Dependencies.

Serverless 40

Serverless Software Review Systems Review Video 40

High Scalability

OCTOBER 24, 2022

So this remedy is also wrong: Rather than trying to construct rules that kept the referee honest even when they played on one of the teams, they ordered the companies to choose one role – either you were the ref, or you were a player, but you couldn't referee a match where you were also in the competition.

Cloud 75

Cloud Weak Development Team Infrastructure Hardware 75

Cloud Conformity

MARCH 1, 2019

It’s important that security is looked at from all angles and on multiple levels: before construction with security-led design, during use with proactive risk assessments and after incident mishaps with well-rehearsed and practised plans. Ultimately it is the user’s responsibility when it comes to the security in the cloud.

AWS 40

AWS Cloud Software Review Infrastructure 40

iTexico

AUGUST 9, 2019

These services may include disaster recovery, the Internet of Things, serverless computing, and so on so forth. This billing plan tends to be fairly agile, as you retain the options for cancellation, exchanging regions, and scalability. You start off by putting down an up-front payment and sign off on a one-year to three-year term.

Azure 8

Azure Cloud Disaster Recovery Virtualization 8

Tandem

SEPTEMBER 12, 2023

It’s often portrayed as a revolutionary method for constructing software systems that are scalable, adaptable, and efficient. This architectural style offers several key benefits: Independent Scalability Microservices are designed to be deployed and scaled independently.

Microservices 52

Microservices Architecture Weak Development Team Serverless 52

Confluent

FEBRUARY 13, 2019

Systems built as Reactive Systems are more flexible, loosely-coupled and scalable. It is very simple but presents scalability challenges. In the event-driven world, we’d build a scalable model where the event streams flow between processors. Journey to Event Driven – Part 3: The Affinity Between Events, Streams and Serverless.

Architecture 92

Architecture Programming Microservices Serverless 92

Confluent

MAY 9, 2019

Journey to Event Driven – Part 3: The Affinity Between Events, Streams and Serverless. I’m going to explore four pillars for enabling scalable development that works across the event-driven enterprise. In addition to being deterministic, reliable, idempotent and scalable, more importantly, it can be user driven or machine driven.

Microservices 94

Microservices Metrics Systems Review Architecture 94

Altexsoft

NOVEMBER 7, 2022

Instead of constructing such DAGs manually, there is an option to write a script that will generate them automatically. Task concurrency and multiple schedulers: horizontal scalability and high performance. The Good and the Bad of Serverless Architecture. For example, you may program workflows as dynamic DAGs.

Weak Development Team 52

Weak Development Team Technical Review Software Review Data Engineering 52

AWS Machine Learning - AI

NOVEMBER 20, 2024

The knowledge base is set up to use Amazon OpenSearch Serverless as its vector store and an Amazon Titan embeddings text model on Amazon Bedrock to create the embeddings. A Lambda function constructs an email reply from the generated response and transmits the email reply using Amazon SES to the customer. Anthropic’s Claude Sonnet 3.5

Knowledge Base 101

Knowledge Base Lambda Artificial Inteligence AWS 101

AWS Machine Learning - AI

NOVEMBER 21, 2024

The RAG approach, at this time an established solution to enhance LLMs with private knowledge, is implemented using a blend of AWS services that enable us to streamline the processing, searching, and querying of documents while at same time meeting non-functional requirements related to efficiency, scalability, and reliability.

AWS 64

AWS Lambda Generative AI Artificial Inteligence 64

AWS Machine Learning - AI

NOVEMBER 27, 2024

With the Custom Model Import feature, you can now seamlessly deploy your customized chess models fine-tuned on specific gameplay styles or historical matches, eliminating the need to manage infrastructure while enabling serverless, on-demand inference. He works with AWS customers to bring their innovative ideas to life. Sam Castro is a Sr.

Artificial Inteligence 110

Artificial Inteligence IoT AWS Generative AI 110

AWS Machine Learning - AI

MARCH 11, 2025

This architecture uses different AWS Lambda Lambda is a serverless AWS compute service that runs event driven code and automatically manages the compute resources. He is responsible for helping customers architect scalable, secure, and cost-effective workloads on AWS. client('s3') dynamodb = boto3.resource('dynamodb')

Lambda 85

Lambda AWS Architecture Training 85