AWS Machine Learning - AI

SEPTEMBER 3, 2024

That’s where the new Amazon EMR Serverless application integration in Amazon SageMaker Studio can help. In this post, we demonstrate how to leverage the new EMR Serverless integration with SageMaker Studio to streamline your data processing and machine learning workflows.

Serverless 117

Serverless AWS Artificial Inteligence Big Data 117

TechCrunch

JUNE 1, 2022

Today, thanks to the cloud, microservices, distributed applications, global scale, real-time data and deep learning, new database architectures have emerged to solve for new performance requirements. We now have different systems for fast reads and fast writes.

Serverless 245

Serverless Enterprise Microservices Open Source 245

Confluent

FEBRUARY 27, 2019

With serverless being all the rage, it brings with it a tidal change of innovation. or invest in a vendor-agnostic layer like the serverless framework ? or invest in a vendor-agnostic layer like the serverless framework ? What is more, as the world adopts the event-driven streaming architecture, how does it fit with serverless?

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Serverless Lambda AWS Systems Review 109

AWS Machine Learning - AI

APRIL 23, 2025

Designed with a serverless, cost-optimized architecture, the platform provisions SageMaker endpoints dynamically, providing efficient resource utilization while maintaining scalability. The following diagram illustrates the solution architecture. Key architectural decisions drive both performance and cost optimization.

Artificial Inteligence 67

Artificial Inteligence Open Source AWS Serverless 67

CIO

MAY 8, 2024

AI-powered data integration tools leverage advanced algorithms and predictive analytics to automate and streamline the data integration process. Serverless data integration The rise of serverless computing has also transformed the data integration landscape. billion by 2025.

Innovation 153

Innovation Artificial Inteligence Data Serverless 153

Erik Bernhardsson

NOVEMBER 30, 2021

It was a brilliant move by AWS, because it immediately lowered the bar for a small company to start doing analytics. Kubernetes has been this interesting trend in the last few years on what I think is still essentially an inevitable march towards a fully “serverless” world, whatever that means to you. If I had a Ph.

Cloud 351

Cloud AWS Weak Development Team Serverless 351

AWS Machine Learning - AI

NOVEMBER 19, 2024

Amazon Bedrock offers a serverless experience so you can get started quickly, privately customize FMs with your own data, and integrate and deploy them into your applications using AWS tools without having to manage infrastructure. The following diagram provides a detailed view of the architecture to enhance email support using generative AI.

Knowledge Base 109

Knowledge Base Generative AI Technical Review Lambda 109

AWS Machine Learning - AI

NOVEMBER 7, 2024

API Gateway is serverless and hence automatically scales with traffic. The advantage of using Application Load Balancer is that it can seamlessly route the request to virtually any managed, serverless or self-hosted component and can also scale well. It’s serverless so you don’t have to manage the infrastructure.

Generative AI 113

Generative AI AWS Enterprise Artificial Inteligence 113

AWS Machine Learning - AI

MARCH 13, 2025

In this post, we dive deeper into one of MaestroQAs key featuresconversation analytics, which helps support teams uncover customer concerns, address points of friction, adapt support workflows, and identify areas for coaching through the use of Amazon Bedrock. The following architecture diagram demonstrates the request flow for AskAI.

Generative AI 113

Generative AI CTO Coach AWS Artificial Inteligence 113

AWS Machine Learning - AI

DECEMBER 4, 2024

The following diagram illustrates the conceptual architecture of an AI assistant with Amazon Bedrock IDE. Solution architecture The architecture in the preceding figure shows how Amazon Bedrock IDE orchestrates the data flow. With these resources ready, you can create your sales analytics application.

Generative AI 106

Generative AI Applications Technical Review Software Review 106

Perficient

MARCH 10, 2025

Fluid Compute is Vercels next-generation execution model, blending the best of serverless and traditional compute. Unlike conventional serverless architectures, which often suffer from cold starts and limited concurrency, Fluid Compute allows multiple requests to be processed within a single function instance.

Performance 52

Performance Serverless Scalability Comparison 52

AWS Machine Learning - AI

JANUARY 22, 2025

Security analytics can then be performed against the transcripts, enabling organizations to improve their security posture by increasing their ability to detect security anomalies by bad actors. The following diagram illustrates the solution architecture. The transcript is provided in tags.

Generative AI 111

Generative AI Video Analysis Technical Review 111

AWS Machine Learning - AI

MARCH 20, 2025

Therefore, it was valuable to provide Asure a post-call analytics pipeline capable of providing beneficial insights, thereby enhancing the overall customer support experience and driving business growth. This is powered by the web app portion of the architecture diagram (provided in the next section).

Generative AI 92

Generative AI Artificial Inteligence Metrics AWS 92

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.

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Serverless Azure AWS Architecture 68

Xebia

MAY 21, 2024

This involves updating existing systems to take advantage of modern cloud-native architectures, technologies, and best practices, which always follow the six Pillars of AWS Well Architecture Framework: Operational Excellence, Security, Reliability, Performance Efficiency, Cost Optimization, and Sustainability.

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AWS Strategy Serverless Microservices 130

Confluent

SEPTEMBER 26, 2019

Leveraging Rockset , a scalable SQL search and analytics engine based on RocksDB , and in conjunction with BI and analytics tools, we’ll examine a solution that performs interactive, real-time analytics on top of Apache Kafka and also show a live monitoring dashboard example with Redash.

Analytics 21

Analytics Serverless Blockchain Microservices 21

Datavail

AUGUST 4, 2021

Moving analytics to the cloud is now a best practice for companies of all sizes and industries. According to a 2020 survey by MicroStrategy , 47 percent of organizations have already moved their analytics platform into the cloud, while another 42 percent have a hybrid cloud/on-premises analytics solution. Don’t rush into things.

AWS 98

AWS Technical Review Analytics Development Team Review 98

Stackery

MAY 14, 2020

AWS Summit Chicago on the horizon, and while there’s no explicit serverless track, there are some amazing sessions to check out. Here are my top choices for the serverless sessions and a workshop you won’t want to miss: Workshop for Serverless Computing with AWS + Stackery + Epsagon. Performing Serverless Analytics in AWS Glue.

AWS 105

AWS Serverless Lambda Microservices 105

Perficient

FEBRUARY 13, 2025

I want to understand more about the architecture from a Databricks perspective and I was able to find out some information from the Introducing SAP Databricks post on the internal Databricks blog page. The serverless SQL warehouses have been kind of a game changer for me because they spin up immediately and size elastically.

Government 64

Government Open Source Artificial Inteligence Machine Learning 64

AWS Machine Learning - AI

MARCH 7, 2025

Verisk (Nasdaq: VRSK) is a leading strategic data analytics and technology partner to the global insurance industry, empowering clients to strengthen operating efficiency, improve underwriting and claims outcomes, combat fraud, and make informed decisions about global risks. The following diagram illustrates the solution architecture.

Generative AI 101

Generative AI Technical Review Insurance Policies 101

AWS Machine Learning - AI

OCTOBER 29, 2024

Cost optimization – This solution uses serverless technologies, making it cost-effective for the observability infrastructure. Security – The solution uses AWS services and adheres to AWS Cloud Security best practices so your data remains within your AWS account. However, some components may incur additional usage-based costs.

Generative AI 113

Generative AI Applications AWS Knowledge Base 113

AWS Machine Learning - AI

APRIL 9, 2025

This comprehensive analytics approach empowers organizations to continuously refine their Amazon Q Business implementation, making sure users receive the most relevant and helpful AI-assisted support. For more details, see Viewing the analytics dashboards.

Weak Development Team 89

Weak Development Team Metrics AWS Systems Review 89

O'Reilly Media - Data

JUNE 12, 2018

Fundamentally, a smart contract can be created with nothing more than a microservice with a trigger event, otherwise known as function-as-a-service (FaaS) or a serverless model. Finally, integrate analytics to ensure the blockchain is not an isolated ledger, but an integrated and intelligent underpinning of business functions.

Blockchain 215

Blockchain Disaster Recovery Fashion Enterprise 215

CIO

DECEMBER 20, 2024

With a wide range of services, including virtual machines, Kubernetes clusters, and serverless computing, Azure requires advanced management strategies to ensure optimal performance, enhanced security, and cost efficiency. Monitoring resources with analytics helps obtain real-time insights into the health of the applications.

Azure 89

Azure Analysis Cloud Resources 89

Confluent

DECEMBER 1, 2020

Due to the distributed architecture of Apache Kafka®, the operational burden of managing it can quickly become a limiting factor on adoption and developer agility. For this reason, it is […].

Serverless 84

Serverless AWS Analytics Cloud 84

Perficient

NOVEMBER 6, 2024

Unlike custom API architectures, JSON API provides rules for how resources are fetched and manipulated over HTTP. Microservices and Serverless Architectures: Modern applications are moving towards distributed systems such as microservices and serverless architectures. What is JSON API?

eCommerce 52

eCommerce Microservices Technology Mobile 52

O'Reilly Media - Ideas

MAY 19, 2020

These services are also designed to function as gateway drugs to cloud services: e.g., Microsoft integrates its on- and off-premises Excel client experience with its PowerBI cloud analytics service, as well as with its ecosystem of Azure-based advanced analytics and machine learning (ML) services. Serverless Stagnant.

Cloud 144

Cloud Microservices Serverless Survey 144

CIO

OCTOBER 19, 2023

The growing volume of data is a concern, as 20% of enterprises surveyed by IDG are drawing from 1000 or more sources to feed their analytics systems. Enterprises can harness the power of continuous information flow by lessening the gap between traditional architecture and dynamic data streams.

Data 190

Data Scalability Serverless Enterprise 190

CIO

DECEMBER 22, 2023

Skills: Skills for this role include knowledge of application architecture, automation, ITSM, governance, security, and leadership. With 65% of IT decision-makers choosing cloud-based services by default when upgrading technology, cloud architects will only become more important for enterprise success.

Cloud 195

Cloud Company Disaster Recovery Software Engineering 195

CIO

JANUARY 31, 2024

Use more efficient processes and architectures Boris Gamazaychikov, senior manager of emissions reduction at SaaS provider Salesforce, recommends using specialized AI models to reduce the power needed to train them. “Is Data analytics lead Diego Cáceres urges caution about when to use AI.

Sustainability 202

Sustainability Data Center Energy Artificial Inteligence 202

Altexsoft

JANUARY 14, 2021

We’ll review all the important aspects of their architecture, deployment, and performance so you can make an informed decision. Summarized touches upon the fact the data is used for data analytics. Data warehouse architecture. Let’s go through the architectural components of both. Cloud data warehouse architecture.

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Backup Azure Software Review Architecture 115

AWS Machine Learning - AI

JULY 1, 2024

In this post, we demonstrate how you can build chatbots with QnAIntent that connects to a knowledge base in Amazon Bedrock (powered by Amazon OpenSearch Serverless as a vector database ) and build rich, self-service, conversational experiences for your customers. The following diagram illustrates the solution architecture and workflow.

Knowledge Base 126

Knowledge Base Artificial Inteligence Generative AI AWS 126

Netlify

SEPTEMBER 7, 2021

As the adoption of Jamstack architecture goes mainstream in enterprises worldwide, there’s a growing need to centralize application management using the tools that are already in place. User agent analytics and troubleshooting. Serverless function invocation information and performance monitoring.

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Serverless Comparison Enterprise Applications 97

Hu's Place - HitachiVantara

APRIL 24, 2018

According to Wikipedia, Serverless computing is a cloud computing model in which the cloud service provider dynamically manages the allocation of machine resources. Serverless computing still requires servers. Serverless computing is provided by a cloud service provider like AWS Lambda. Serverless computing is inexpensive.

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Serverless Lambda Software Review AWS 56

Mobilunity

APRIL 22, 2025

NoOps is supported by modern technologies such as Infrastructure as Code (IaC), AI-driven monitoring, and serverless architectures. Cost-Effectiveness through Serverless Computing: Utilizes serverless architectures (e.g., Event-Driven Execution Serverless platforms execute functions in response to events (e.g.,

DevOps 40

DevOps Software Review Development Team Review Technical Review 40

Mentormate

MAY 31, 2023

Some of the challenges that higher education institutions and their data analytics partners face are customized quality standards, the unstructured data hassle, and the need for more insights. The primary data sources used in eLumen Insights are on the left-hand side of the architecture.

Artificial Inteligence 98

Artificial Inteligence Machine Learning Education Analytics 98

AWS Machine Learning - AI

JUNE 26, 2024

In this post, an AI-powered assistant for investment research can use both structured and unstructured data for providing context to the LLM using a Retrieval Augmented Generation (RAG) architecture, as illustrated in the following diagram. The following diagram illustrates the technical architecture.

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Artificial Inteligence Research Knowledge Base Applications 135