AWS Machine Learning - AI

MARCH 4, 2025

We demonstrate how to harness the power of LLMs to build an intelligent, scalable system that analyzes architecture documents and generates insightful recommendations based on AWS Well-Architected best practices. This scalability allows for more frequent and comprehensive reviews. All data is encrypted in transit and at rest.

Generative AI 98

Generative AI Technical Review Software Review Systems Review 98

AWS Machine Learning - AI

APRIL 23, 2024

As successful proof-of-concepts transition into production, organizations are increasingly in need of enterprise scalable solutions. Security – Implementing strong access controls, encryption, and monitoring helps secure sensitive data used in your organization’s knowledge base and prevent misuse of generative AI.

Knowledge Base 121

Knowledge Base Scalability Applications Generative AI 121

Apiumhub

DECEMBER 9, 2024

Azure Key Vault Secrets integration with Azure Synapse Analytics enhances protection by securely storing and dealing with connection strings and credentials, permitting Azure Synapse to enter external data resources without exposing sensitive statistics. Data Lake Storage (Gen2): Select or create a Data Lake Storage Gen2 account.

Azure 89

Azure Analytics Storage Machine Learning 89

TechCrunch

NOVEMBER 16, 2021

PlanetScale , the serverless database company founded by the co-creators of the Vitess opensource project that powers YouTube, today announced that it has raised a $50 million Series C funding round led by Kleiner Perkins. ’ I think serverless is picking that up and it’s accelerating. .’

Serverless 228

Serverless Enterprise Cloud Course 228

CIO

OCTOBER 19, 2023

million terabytes of data will be generated by humans over the web and across devices. That’s just one of the many ways to define the uncontrollable volume of data and the challenge it poses for enterprises if they don’t adhere to advanced integration tech. As well as why data in silos is a threat that demands a separate discussion.

Data 190

Data Scalability Serverless Enterprise 190

AWS Machine Learning - AI

SEPTEMBER 3, 2024

Harnessing the power of big data has become increasingly critical for businesses looking to gain a competitive edge. However, managing the complex infrastructure required for big data workloads has traditionally been a significant challenge, often requiring specialized expertise.

Serverless 106

Serverless AWS Artificial Inteligence Big Data 106

Dzone - DevOps

MAY 1, 2023

With the growth of the application modernization demands, monolithic applications were refactored to cloud-native microservices and serverless functions with lighter, faster, and smaller application portfolios for the past years.

Serverless 94

Serverless Lambda Data AWS 94

AWS Machine Learning - AI

NOVEMBER 22, 2024

Using Amazon Bedrock, you can easily experiment with and evaluate top FMs for your use case, privately customize them with your data using techniques such as fine-tuning and Retrieval Augmented Generation (RAG), and build agents that execute tasks using your enterprise systems and data sources.

Generative AI 78

Generative AI AWS Technical Review Backup 78

Tenable

FEBRUARY 13, 2024

The good news is that deploying these applications on a serverless architecture can make it easier to protect them. However, it can be challenging to protect cloud-native applications that leverage serverless functions like AWS Lambda, Google Cloud Functions, and Azure Functions and Azure App Service. What is serverless?

Serverless 107

Serverless Architecture Applications Cloud 107

Prisma Clud

NOVEMBER 22, 2024

Unmanaged cloud resources, human error, misconfigurations and the increasing sophistication of cyber threats, including those from AI-powered applications, create vulnerabilities that can expose sensitive data and disrupt business operations. virtual machines, containers, Kubernetes, serverless applications and open-source software).

AWS 105

AWS Cloud Network Compliance 105

AWS Machine Learning - AI

OCTOBER 29, 2024

All of this data is centralized and can be used to improve metrics in scenarios such as sales or call centers. These insights are stored in a central repository, unlocking the ability for analytics teams to have a single view of interactions and use the data to formulate better sales and support strategies.

Generative AI 103

Generative AI Video Engineering Artificial Inteligence 103

Erik Bernhardsson

APRIL 18, 2021

How they use data to identify friction points, and constantly experiment with changes to make things easier. Truly serverless. Serverless doesn't mean it's a burstable VM that saves its instance state to disk during periods of idle. I'm dreaming of a world where things are truly serverless. Can't wait.

Infrastructure 348

Infrastructure Software Serverless Resources 348

Apiumhub

SEPTEMBER 10, 2023

This is the introductory post in a two-part series, exploring the world of Serverless and Edge Runtime. The main focus of this post will be Serverless, while the second one will focus on an alternative, newer approach in the form of Edge Computing. Scalability Of course, going serverless is not only for small projects.

Serverless 101

Serverless .Net Architecture AWS 101

AWS Machine Learning - AI

NOVEMBER 6, 2024

Limited scalability – As the volume of requests increased, the CCoE team couldn’t disseminate updated directives quickly enough. You add access control information to a document in an Amazon S3 data source using a metadata file associated with the document. Steven has been AWS Professionally certified for over 8 years.

Generative AI 97

Generative AI Government Technical Review Innovation 97

AWS Machine Learning - AI

NOVEMBER 7, 2024

Architecting a multi-tenant generative AI environment on AWS A multi-tenant, generative AI solution for your enterprise needs to address the unique requirements of generative AI workloads and responsible AI governance while maintaining adherence to corporate policies, tenant and data isolation, access management, and cost control.

Generative AI 104

Generative AI AWS Enterprise Artificial Inteligence 104

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 ? FaaS functions only solve the compute part, but where is data stored and managed, and how is it accessed?

Serverless 109

Serverless Lambda AWS Systems Review 109

TechCrunch

JULY 13, 2022

DeltaStream provides a serverless streaming database to manage, secure and process data streams. “Serverless” refers to the way DeltaStream abstracts away infrastructure, allowing developers to interact with databases without having to think about servers.

Serverless 179

Serverless Systems Review Storage Technical Review 179

AWS Machine Learning - AI

APRIL 3, 2024

In this post, we show how to build a contextual text and image search engine for product recommendations using the Amazon Titan Multimodal Embeddings model , available in Amazon Bedrock , with Amazon OpenSearch Serverless. The solution design consists of two parts: data indexing and contextual search.

Serverless 117

Serverless Artificial Inteligence Engineering Generative AI 117

Xebia

MAY 21, 2024

Many companies across various industries prioritize modernization in the cloud for several reasons, such as greater agility, scalability, reliability, and cost efficiency, enabling them to innovate faster and stay competitive in today’s rapidly evolving digital landscape.

AWS 130

AWS Strategy Serverless Microservices 130

TechCrunch

DECEMBER 13, 2022

An open source package that grew into a distributed platform, Ngrok aims to collapse various networking technologies into a unified layer, letting developers deliver apps the same way regardless of whether they’re deployed to the public cloud, serverless platforms, their own data center or internet of things devices.

Firewall 240

Firewall Serverless Internet Load Balancer 240

Palo Alto Networks

OCTOBER 22, 2024

Buckle Up, Buttercup According to Unit 42 research, it can be inferred that by 2025, cloud threats will increase by 188% based on data they have observed over the past three years. This alarming upward trend highlights the urgent need for robust cloud security measures. Therefore, it'll be easier. It's definitely a misconception.

Cloud 105

Cloud Artificial Inteligence Software Review Systems Review 105

Netlify

JULY 19, 2021

The Jamstack ecosystem is brimming with serverless data layer options. Netlify is the glue that holds Jamstack components together, but it doesn’t provide a data layer. These partners make it easy to process and query your data, talk to a database just like any other API, whether in GraphQL or via a function.

Technical Review 136

Technical Review Serverless Enterprise Software Review 136

AWS Machine Learning - AI

NOVEMBER 6, 2024

However, as exciting as these advancements are, data scientists often face challenges when it comes to developing UIs and to prototyping and interacting with their business users. Streamlit allows data scientists to create interactive web applications using Python, using their existing skills and knowledge.

Generative AI 113

Generative AI AWS Artificial Inteligence Applications 113

AWS Machine Learning - AI

OCTOBER 31, 2024

The solution integrates large language models (LLMs) with your organization’s data and provides an intelligent chat assistant that understands conversation context and provides relevant, interactive responses directly within the Google Chat interface. For more details about pricing, refer to Amazon Bedrock pricing.

Generative AI 116

Generative AI Lambda Applications AWS 116

AWS Machine Learning - AI

MARCH 20, 2025

Companies of all sizes face mounting pressure to operate efficiently as they manage growing volumes of data, systems, and customer interactions. SageMaker Unified Studio, using Amazon DataZone , provides a comprehensive data management solution through its integrated services.

Generative AI 98

Generative AI Systems Review System Lambda 98

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. Enterprises must focus on resource provisioning, automation, and monitoring to optimize cloud environments.

Azure 88

Azure Analysis Cloud Resources 88

AWS Machine Learning - AI

JANUARY 22, 2025

With the Amazon Bedrock serverless experience, you can get started quickly, privately customize FMs with your own data, and quickly integrate and deploy them into your applications using AWS tools without having to manage the infrastructure. Fine-tuning Train the FM on data relevant to the task.

Network 103

Network Artificial Inteligence Machine Learning Serverless 103

InfoWorld

JANUARY 17, 2024

There might be few takers for Pinecone’s new serverless vector database , dubbed Pinecone Serverless, analysts believe. said Doug Henschen, principal analyst at Constellation Research.

Serverless 75

Serverless Scalability Research Data 75

The Agile Monkey

DECEMBER 22, 2022

However, these tools may not be suitable for more complex data or situations requiring scalability and robust business logic. On the other hand, using serverless solutions from scratch can be time-consuming and require a lot of effort to set up and manage. WTF is Booster? create a topic). Events: Simple records of facts (e.g.

Scalability 98

Scalability AWS Authentication Open Source 98

Prisma Clud

JUNE 6, 2024

More than 25% of all publicly accessible serverless functions have access to sensitive data , as seen in internal research. The question then becomes, Are cloud serverless functions exposing your data? As such, a security gap that enables an adversary to read, write or execute functions could lead to compromised data.

Serverless 59

Serverless Cloud Data Azure 59

AWS Machine Learning - AI

OCTOBER 29, 2024

Recently, we’ve been witnessing the rapid development and evolution of generative AI applications, with observability and evaluation emerging as critical aspects for developers, data scientists, and stakeholders. This feature allows you to separate data into logical partitions, making it easier to analyze and process data later.

Generative AI 102

Generative AI Applications AWS Knowledge Base 102

The Crazy Programmer

SEPTEMBER 16, 2019

Its structure of saving the data is different because it stores data in a document which is like JSON. High scalability, sharding and availability with built-in replication makes it more robust. Scalability gives the developer an ability to easily add or remove as many machines as needed. application.

Serverless 31

Serverless Backup Scalability Business Intelligence 31

CIO

DECEMBER 19, 2022

The final frontier: data The awesome stuff is in the third stage of transformation, which is led by data. Today, we’re solving the challenges of massively scaling out data. But leading companies and CIOs know that data is the most valuable asset, driving intelligent decisions and stronger customer engagement.

Games 204

Games Mobile Cloud Serverless 204

AWS Machine Learning - AI

JANUARY 29, 2025

LOBs have autonomy over their AI workflows, models, and data within their respective AWS accounts. While LOBs drive their AI use cases, the central team governs guardrails, model risk management, data privacy, and compliance posture. This enables agile LOB innovation while providing centralized oversight on governance areas.

Generative AI 79

Generative AI Organization Enterprise Artificial Inteligence 79

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

Stackery

APRIL 1, 2020

While a serverless focus might be justified by improving the overall speed and efficiency of your development workflow, security needs to remain a core element at every step. But serverless design also involves a shift in thinking and the daunting challenge of leveraging the massive suite of AWS tools and services.

Serverless 71

Serverless AWS Architecture Infrastructure 71

Gorilla Logic

SEPTEMBER 16, 2021

In this article, we are going to compare the leading cloud providers of serverless computing frameworks so that you have enough intel to make a sound decision when choosing one over the others. Scalability, Limits, and Restrictions. As long as the payload data is a well-formed JSON, the request can be processed. . Google Cloud.

Serverless 70

Serverless Lambda Cloud Azure 70