DevOps.com

SEPTEMBER 12, 2022

A crucial question that plagues cloud application developers is, “What kind of storage should we use for our app?” Unlike other choices like compute runtimes—Lambda/serverless, containers or virtual machines—data storage choice is highly sticky and makes future application improvements and migrations much harder.

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Storage Cloud Lambda Serverless 128

AWS Machine Learning - AI

APRIL 29, 2025

At Data Reply and AWS, we are committed to helping organizations embrace the transformative opportunities generative AI presents, while fostering the safe, responsible, and trustworthy development of AI systems. These potential vulnerabilities could be exploited by adversaries through various threat vectors.

Generative AI 73

Generative AI Weak Development Team AWS Artificial Inteligence 73

Xebia

AUGUST 17, 2023

Leveraging Serverless and Generative AI for Image Captioning on GCP In today’s age of abundant data, especially visual data, it’s imperative to understand and categorize images efficiently. Cloud Storage Bucket: GCP’s unified object storage, allowing worldwide storage and retrieval of any amount of data.

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Serverless Generative AI Google Cloud Technical Review 130

AWS Machine Learning - AI

JANUARY 29, 2025

Amazon Bedrock Custom Model Import enables the import and use of your customized models alongside existing FMs through a single serverless, unified API. This serverless approach eliminates the need for infrastructure management while providing enterprise-grade security and scalability. An S3 bucket prepared to store the custom model.

Generative AI 131

Generative AI Artificial Inteligence AWS Technical Review 131

Xebia

JANUARY 8, 2024

Introduction With an ever-expanding digital universe, data storage has become a crucial aspect of every organization’s IT strategy. The cloud, particularly Amazon Web Services (AWS), has made storing vast amounts of data more uncomplicated than ever before. The following table gives you an overview of AWS storage costs.

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Storage AWS Backup Policies 147

Dzone - DevOps

JULY 12, 2024

This article describes the implementation of RESTful API on AWS serverless architecture. It provides a detailed overview of the architecture, data flow, and AWS services that can be used. This article also describes the benefits of the serverless architecture over the traditional approach. What Is Serverless Architecture?

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Serverless Architecture AWS Storage 96

Dzone - DevOps

APRIL 27, 2023

As the digital age progresses, the need for efficient and secure data governance practices becomes more crucial than ever. This article delves into the concept of User Data Governance and its implementation using serverless streaming.

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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.

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Dzone - DevOps

FEBRUARY 25, 2023

The Hazelcast Serverless means that Hazelcast manages the cloud infrastructure for you. Each Viridian Serverless cluster is an independent deployment of the Hazelcast Platform in a Kubernetes container. Viridian Serverless clusters come in two types:1) Development: Capped storage.

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AWS Machine Learning - AI

MARCH 4, 2025

Data privacy and network security With Amazon Bedrock, you are in control of your data, and all your inputs and customizations remain private to your AWS account. Your data remains in the AWS Region where the API call is processed. All data is encrypted in transit and at rest.

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Generative AI Technical Review Software Review Systems Review 115

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.

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Serverless AWS Artificial Inteligence Big Data 117

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.

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Serverless Systems Review Storage Technical Review 179

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.

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Generative AI Video Engineering Artificial Inteligence 111

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

Netlify

MAY 26, 2021

Why I migrated my dynamic sites to a serverless architecture. Like most web developers these days, I’ve heard of serverless applications and Jamstack for a while. The idea of serverless for a tool that is mostly static content is appealing. Not the usual serverless migration. So, should I migrate at all?

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Dzone - DevOps

JUNE 19, 2023

In this blog post, you will learn how to build a Serverless solution to process images using Amazon Rekognition , AWS Lambda and the Go programming language.

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Serverless Lambda Applications AWS 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 113

Generative AI AWS Enterprise Artificial Inteligence 113

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. Review and prepare the dataset.

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Serverless Artificial Inteligence Engineering Generative AI 133

AWS Machine Learning - AI

APRIL 23, 2025

Archival data in research institutions and national laboratories represents a vast repository of historical knowledge, yet much of it remains inaccessible due to factors like limited metadata and inconsistent labeling. Multiple specialized Amazon Simple Storage Service Buckets (Amazon S3 Bucket) store different types of outputs.

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Artificial Inteligence Open Source AWS Serverless 66

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?

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Serverless Lambda AWS Systems Review 109

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.

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Generative AI AWS Technical Review Backup 96

CIO

MAY 12, 2022

The tools include sophisticated pipelines for gathering data from across the enterprise, add layers of statistical analysis and machine learning to make projections about the future, and distill these insights into useful summaries so that business users can act on them. Visual IDE for data pipelines; RPA for rote tasks. Open Source.

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Analytics Tools Artificial Inteligence Open Source 206

AWS Machine Learning - AI

APRIL 30, 2025

Because Amazon Bedrock is serverless, you dont have to manage infrastructure to securely integrate and deploy generative AI capabilities into your application, handle spiky traffic patterns, and enable new features like cross-Region inference, which helps provide scalability and reliability across AWS Regions.

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Artificial Inteligence Technical Review Software Review Generative AI 95

AWS Machine Learning - AI

NOVEMBER 22, 2023

The financial service (FinServ) industry has unique generative AI requirements related to domain-specific data, data security, regulatory controls, and industry compliance standards. Data security – Ensuring the security of inference payload data is paramount.

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Artificial Inteligence Serverless Engineering Machine Learning 124

AWS Machine Learning - AI

NOVEMBER 6, 2024

Data source curation and authorization – The CCoE team created several Amazon Simple Storage Service (Amazon S3) buckets to store their curated content, including cloud governance best practices, patterns, and guidance. With the Amazon Q Business S3 connector, the CCoE team was able to sync and index their data in just a few clicks.

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Generative AI Government Technical Review Innovation 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.

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Generative AI Lambda Applications AWS 123

Stackery

MAY 22, 2019

With Serverless, it’s not the technology that’s hard, it’s understanding the language of a new culture and operational model. Serverless architecture has coined some new terms and, more confusingly, re-used a few older terms with new meanings. Once you have real users you’ll store their data in another database. Environment.

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Serverless Lambda AWS Resources 74

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 integrate and deploy them into your applications using the AWS tools without having to manage any infrastructure. We must also account for limitations in the data that we ask Anthropics Claude to analyze.

Generative AI 111

Generative AI Video Analysis Technical Review 111

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.

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Generative AI Applications AWS Knowledge Base 113

Honeycomb

DECEMBER 12, 2019

When we introduced Secondary Storage two years ago, it was a deliberate compromise between economy and performance. Compared to Honeycomb’s primary NVMe storage attached to dedicated servers, secondary storage let customers keep more data for less money. Today things look very different. Today things look very different.

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Lambda Storage Serverless Performance 87

AWS Machine Learning - AI

JUNE 26, 2024

Financial analysts and research analysts in capital markets distill business insights from financial and non-financial data, such as public filings, earnings call recordings, market research publications, and economic reports, using a variety of tools for data mining.

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Artificial Inteligence Research Knowledge Base Applications 134

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.

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Knowledge Base Technical Review Generative AI Lambda 107

CIO

NOVEMBER 2, 2023

Other top concerns are data privacy and security challenges (31%) and lack of cloud security and cloud expertise (24%). After some time, people have understood the storage needs better based on usage and preventing data extract fees.” He went with cloud provider Wasabi for those storage needs. “We

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Strategy Cloud Data Center Budget 211

AWS Machine Learning - AI

MARCH 13, 2025

However, customer interaction data such as call center recordings, chat messages, and emails are highly unstructured and require advanced processing techniques in order to accurately and automatically extract insights. The customer interaction transcripts are stored in an Amazon Simple Storage Service (Amazon S3) bucket.

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Generative AI CTO Coach AWS Artificial Inteligence 113

Erik Bernhardsson

DECEMBER 6, 2022

It's primarily meant for data teams. Most of my career has been in data. I then spent six years as a CTO, although I managed the data team directly for a long time and would occasionally write some data code. Data 1 strikes me a a discipline that deserves a bit more love. Data as its own discipline.

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Fractional CTO CTO Coach Software Engineering Serverless 242

Tenable

APRIL 1, 2025

Cloud Run is a fully managed service for running containerized applications in a scalable, serverless environment. It manages the infrastructure, scaling and execution environment, allowing you to run your application in a serverless manner without having to worry about the underlying systems.

Cloud 76

Cloud Google Cloud Serverless Software Review 76

AWS Machine Learning - AI

OCTOBER 1, 2024

We explore how to build a fully serverless, voice-based contextual chatbot tailored for individuals who need it. The aim of this post is to provide a comprehensive understanding of how to build a voice-based, contextual chatbot that uses the latest advancements in AI and serverless computing. We discuss this later in the post.

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Serverless Artificial Inteligence AWS Software Review 90