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. Verisk also has a legal review for IP protection and compliance within their contracts.

Generative AI 74

Generative AI Technical Review Insurance Policies 74

CIO

DECEMBER 3, 2024

While foundational skills in areas like administration and basic systems management remain relevant, we’re seeing less need for those that can be easily automated, such as manual testing or routine configuration tasks,” Johar says. Vincalek agrees manual detection is on the wane.

Technical Review 193

Technical Review CTO Coach How To Software Review 193

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. TL;DR We’ve built an automated, serverless system on Google Cloud Platform where: Users upload images to a Google Cloud Storage Bucket.

Serverless 130

Serverless Generative AI Google Cloud Technical Review 130

AWS Machine Learning - AI

JANUARY 22, 2025

Security teams in highly regulated industries like financial services often employ Privileged Access Management (PAM) systems to secure, manage, and monitor the use of privileged access across their critical IT infrastructure. However, the capturing of keystrokes into a log is not always an option.

Generative AI 107

Generative AI Video Analysis Technical Review 107

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

Martin Fowler

MARCH 5, 2019

In my recent client engagement, I foresaw that serverless architecture was a perfect fit. The idea of adopting serverless architecture, though, didn’t fly to our client well due to the fear of vendor lock-in. You will need to choose a distributed messaging system in the architecture. generic cloud usage.

Technical Review 41

Technical Review Serverless Systems Review Retail 41

AWS Machine Learning - AI

APRIL 3, 2024

Search engines and recommendation systems powered by generative AI can improve the product search experience exponentially by understanding natural language queries and returning more accurate results. We use Amazon OpenSearch Serverless as a vector database for storing embeddings generated by the Amazon Titan Multimodal Embeddings model.

Serverless 126

Serverless Artificial Inteligence Engineering Generative AI 126

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?

Serverless 109

Serverless Lambda AWS Systems Review 109

CIO

MAY 8, 2024

This helps reduce the points of failure due to human intervention. This is crucial for extracting insights from text-based data sources like social media feeds, customer reviews, and emails. 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

OverOps

JUNE 11, 2019

Higher frequency releases and increased collaboration between dev and ops is exciting, but it’s important to stay diligent. Lagom extends that to systems of microservices, large systems – which is the hard part, since here we are faced with the complexity of distributed systems.”. Dropwizard.

Microservices 236

Microservices Architecture Technical Review Development Team Review 236

Apiumhub

DECEMBER 9, 2024

Azure Synapse Analytics is Microsofts end-to-give-up information analytics platform that combines massive statistics and facts warehousing abilities, permitting advanced records processing, visualization, and system mastering. We may also review security advantages, key use instances, and high-quality practices to comply with.

Azure 89

Azure Analytics Storage Artificial Inteligence 89

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. Monitoring – Monitors system performance and user activity to maintain operational reliability and efficiency.

Knowledge Base 99

Knowledge Base Generative AI Technical Review Lambda 99

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. . ” Time will tell.

Serverless 179

Serverless Systems Review Storage Technical Review 179

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 88

Generative AI AWS Technical Review Backup 88

Palo Alto Networks

OCTOBER 22, 2024

AWS, GCP, Azure, they will not patch your systems for you, and they will not design your user access. Emerging Cloud-Native Threats Cloud-native environments, such as those using Docker and Kubernetes, are particularly attractive to attackers due to their complexity and potential for automation.

Cloud 105

Cloud Artificial Inteligence Software Review Systems Review 105

AWS Machine Learning - AI

NOVEMBER 22, 2023

RAG is a framework for improving the quality of text generation by combining an LLM with an information retrieval (IR) system. The LLM generated text, and the IR system retrieves relevant information from a knowledge base. An OpenSearch Serverless collection. A SageMaker execution role with access to OpenSearch Serverless.

Artificial Inteligence 117

Artificial Inteligence Serverless Engineering Machine Learning 117

O'Reilly Media - Ideas

JANUARY 22, 2019

From artificial intelligence to serverless to Kubernetes, here’s what on our radar. If your job or business relies on systems engineering and operations, be sure to keep an eye on the following trends in the months ahead. Artificial intelligence for IT operations (AIOps) will allow for improved software delivery pipelines in 2019.

Systems Review 98

Systems Review Trends Engineering System 98

CIO

AUGUST 1, 2022

Coleman says Lilly Translate started as a passion project by a curious software engineer who had an idea for addressing a pain point of the Lilly Regulatory Affairs system portfolio: Business partners continually experienced delays and friction in translation services. Passion project pays off.

Technical Review 193

Technical Review Development Team Review Pharmaceuticals Software Review 193

AWS Machine Learning - AI

MAY 17, 2024

This involves building a human-in-the-loop process where humans play an active role in decision making alongside the AI system. Example overview To illustrate this example, consider a retail company that allows purchasers to post product reviews on their website. For most reviews, the system auto-generates a reply using an LLM.

Generative AI 133

Generative AI Artificial Inteligence Systems Review Software Review 133

AWS Machine Learning - AI

OCTOBER 29, 2024

Use case overview The organization in this scenario has noticed that during customer calls, some actions often get skipped due to the complexity of the discussions, and that there might be potential to centralize customer data to better understand how to improve customer interactions in the long run.

Generative AI 108

Generative AI Video Engineering Artificial Inteligence 108

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.

AWS 130

AWS Strategy Serverless Microservices 130

AWS Machine Learning - AI

JANUARY 22, 2025

Users can review different types of events such as security, connectivity, system, and management, each categorized by specific criteria like threat protection, LAN monitoring, and firmware updates. Validate the JSON schema on the response. Translate it to a GraphQL API request.

Network 107

Network Artificial Inteligence Machine Learning Serverless 107

AWS Machine Learning - AI

DECEMBER 11, 2024

In the same spirit of using generative AI to equip our sales teams to most effectively meet customer needs, this post reviews how weve delivered an internally-facing conversational sales assistant using Amazon Q Business. The following screenshot shows an example of an interaction with Field Advisor. Jonathan Garcia is a Sr.

AWS 99

AWS Generative AI Technical Review Artificial Inteligence 99

CIO

JANUARY 16, 2023

based IT team can focus on building business value using a plethora of AWS services, including Amazon Aurora, Amazon SageMaker, Amazon Elastic Kubernetes, as well as other SaaS tools such as Automation Anywhere and IDeaS for the cloud-based revenue management system Choice built called Choice Max, also on AWS.

Hotels 217

Hotels Sustainability Cloud Data Center 217

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 109

Generative AI AWS Artificial Inteligence Enterprise 109

Datavail

AUGUST 4, 2021

The AWS Auto Scaling feature lets you define rules to automatically adjust your capacity, so the system never goes down due to heavy demand. Before executing any cloud migration, organizations need to perform due diligence and develop a clear strategy. Don’t rush into things.

AWS 98

AWS Technical Review Analytics Development Team Review 98

AWS Machine Learning - AI

NOVEMBER 7, 2024

The solution presented in this post takes approximately 15–30 minutes to deploy and consists of the following key components: Amazon OpenSearch Service Serverless maintains three indexes : the inventory index, the compatible parts index, and the owner manuals index. Review and approve these if you’re comfortable with the permissions.

Lambda 124

Lambda Enterprise Automotive Knowledge Base 124

James Shore

MAY 31, 2021

To share your thoughts, join the AoAD2 open review mailing list. Evolutionary System Architecture. What about your system architecture? By system architecture, I mean all the components that make up your deployed system. When you do, you get evolutionary system architecture. Your feedback is appreciated!

System Architecture 94

System Architecture Architecture Systems Review System 94

Stackery

MARCH 1, 2020

Last week, I joined an awesome lineup of speakers and serverless users in Tennessee for the inaugural ServerlessDays Nashville conference. Whether you help architect serverless applications at work or you’re just getting started in the community, chances are you’ve caught wind of a ServerlessDays event. Enter serverless.

Serverless 59

Serverless Technical Review Software Review AWS 59

Trigent

APRIL 7, 2022

serverless. Enter serverless computing. By adhering to some basic rules, services and applications can be deployed onto serverless systems. Of course, this is a significantly simplified explanation, and the systems are way more complicated. If things failed, it was NOT due to provisioning and capacity.

Serverless 52

Serverless Cloud Architecture Software Review 52

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.

Serverless 56

Serverless Lambda Software Review AWS 56

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. Where does serverless come from?

Serverless 68

Serverless Azure AWS Architecture 68

CIO

MARCH 17, 2023

Organizations have been transitioning away from legacy, monolithic platforms as these decades-old IT systems bog down management, flexibility, and agility with their tightly entangled components. This, in turn, can cause slower workflows and growing frustration.

Applications 179

Applications Weak Development Team Software Review Agile 179

Tenable

AUGUST 30, 2024

And get the latest on AI-system inventories, the APT29 nation-state attacker and digital identity security! Most schools faced astronomical recovery costs as they tried to restore computers, recover data, and shore up their systems to prevent future attacks,” reads a Comparitech blog about the research published this week.

Security 71

Security Systems Review Software Review Technical Review 71

Stackery

FEBRUARY 11, 2019

Serverless has, for the last year or so, felt like an easy term to define: code run in a highly managed environment with (almost) no configuration of the underlying computer layer done by your team. Fair enough, but what is is a serverless application? Review: What’s a Lambda? Look at all these responses!

Serverless 53

Serverless Lambda AWS Software Review 53

AWS Machine Learning - AI

MARCH 3, 2025

You can review the Mistral published benchmarks Prerequisites To try out Pixtral 12B in Amazon Bedrock Marketplace, you will need the following prerequisites: An AWS account that will contain all your AWS resources. The results of the search include both serverless models and models available in Amazon Bedrock Marketplace.

Insurance 86

Insurance AWS eCommerce Software Review 86

Tamnoon

MARCH 17, 2025

Serverless architecture accelerates development and reduces infrastructure management, but it also introduces security blind spots that traditional tools often fail to detect. Additionally, AWS serverless security pitfalls that compliance checklists often overlook.

Serverless 52

Serverless AWS Lambda How To 52