AWS Machine Learning - AI

OCTOBER 31, 2024

The workflow includes the following steps: The process begins when a user sends a message through Google Chat, either in a direct message or in a chat space where the application is installed. After it’s authenticated, the request is forwarded to another Lambda function that contains our core application logic.

Generative AI 123

Generative AI Lambda Applications AWS 123

CIO

AUGUST 26, 2024

This approach enhances the agility of cloud computing across private and public locations—and gives organizations greater control over their applications and data. Public and private cloud infrastructure is often fundamentally incompatible, isolating islands of data and applications, increasing workload friction, and decreasing IT agility.

Storage 167

Storage AWS Compliance Cloud 167

Infinidat

APRIL 17, 2025

Infinidat Recognizes GSI and Tech Alliance Partners for Extending the Value of Infinidats Enterprise Storage Solutions Adriana Andronescu Thu, 04/17/2025 - 08:14 Infinidat works together with an impressive array of GSI and Tech Alliance Partners the biggest names in the tech industry.

Technical Review 91

Technical Review Storage Enterprise Fractional CTO 91

AWS Machine Learning - AI

MARCH 14, 2025

Organizations building and deploying AI applications, particularly those using large language models (LLMs) with Retrieval Augmented Generation (RAG) systems, face a significant challenge: how to evaluate AI outputs effectively throughout the application lifecycle.

Knowledge Base 106

Knowledge Base Applications Artificial Inteligence Generative AI 106

AWS Machine Learning - AI

NOVEMBER 15, 2024

These dimensions make up the foundation for developing and deploying AI applications in a responsible and safe manner. In this post, we introduce the core dimensions of responsible AI and explore considerations and strategies on how to address these dimensions for Amazon Bedrock applications.

Applications 111

Applications Generative AI AWS Artificial Inteligence 111

AWS Machine Learning - AI

DECEMBER 4, 2024

Building generative AI applications presents significant challenges for organizations: they require specialized ML expertise, complex infrastructure management, and careful orchestration of multiple services. Building a generative AI application SageMaker Unified Studio offers tools to discover and build with generative AI.

Generative AI 106

Generative AI Applications Technical Review Software Review 106

AWS Machine Learning - AI

DECEMBER 10, 2024

In this post, we explore how Amazon Q Business plugins enable seamless integration with enterprise applications through both built-in and custom plugins. This provides a more straightforward and quicker experience for users, who no longer need to use multiple applications to complete tasks.

Applications 107

Applications Enterprise Authentication AWS 107

CIO

JANUARY 8, 2025

The reasons include higher than expected costs, but also performance and latency issues; security, data privacy, and compliance concerns; and regional digital sovereignty regulations that affect where data can be located, transported, and processed. That said, 2025 is not just about repatriation. Judes Research Hospital St.

Cloud 209

Cloud Technical Review Systems Review Budget 209

CIO

NOVEMBER 18, 2024

The power of modern data management Modern data management integrates the technologies, governance frameworks, and business processes needed to ensure the safety and security of data from collection to storage and analysis. Achieving ROI from AI requires both high-performance data management technology and a focused business strategy.

Artificial Inteligence 167

Artificial Inteligence Machine Learning Data Artificial Intelligence 167

CIO

NOVEMBER 21, 2024

In addition to Dell Technologies’ compute, storage, client device, software, and service capabilities, NVIDIA’s advanced AI infrastructure and software suite can help organizations bolster their AI-powered use cases, with these powered by a high-speed networking fabric.

Software Review 167

Software Review Technical Review Automotive Infrastructure 167

Xebia

DECEMBER 23, 2024

A lack of monitoring might result in idle clusters running longer than necessary, overly broad data queries consuming excessive compute resources, or unexpected storage costs due to unoptimized data retention. This approach ensures that decisions are made with both performance and budget in mind.

Data 130

Data Storage Culture Resources 130

CIO

NOVEMBER 1, 2024

They are intently aware that they no longer have an IT staff that is large enough to manage an increasingly complex compute, networking, and storage environment that includes on-premises, private, and public clouds. These ensure that organizations match the right workloads and applications with the right cloud.

Systems Review 158

Systems Review System Enterprise Disaster Recovery 158

Xebia

DECEMBER 23, 2024

A lack of monitoring might result in idle clusters running longer than necessary, overly broad data queries consuming excessive compute resources, or unexpected storage costs due to unoptimized data retention. This approach ensures that decisions are made with both performance and budget in mind.

Data 130

Data Storage Culture Resources 130

TechCrunch

SEPTEMBER 27, 2021

As more enterprises migrate to cloud-based architectures, they are also taking on more applications (because they can) and, as a result of that, more complex workloads and storage needs. Machine learning and other artificial intelligence applications add even more complexity. ” .

Artificial Inteligence 246

Artificial Inteligence Applications Cloud Artificial Intelligence 246

AWS Machine Learning - AI

DECEMBER 3, 2024

Digital experience interruptions can harm customer satisfaction and business performance across industries. Application failures, slow load times, and service unavailability can lead to user frustration, decreased engagement, and revenue loss. It allows you to inquire about specific services, hosts, or system components directly.

Technical Review 106

Technical Review AWS eCommerce Systems Review 106

CIO

APRIL 30, 2025

Cloud computing architecture encompasses everything involved with cloud computing, including front-end platforms, servers, storage, delivery, and networks required to manage cloud storage. Youll also be tested on your knowledge of AWS deployment and management services, among other AWS services.

Cloud 163

Cloud AWS Azure Disaster Recovery 163

CIO

JANUARY 30, 2025

Then there are the ever-present concerns of security, coupled with cost-performance concerns adding to this complex situation. While the technology has existed for some years, a change of attitude is required for its adoption across the environment to be impactful. This means that automation and skills are addressed at the outset.

Infrastructure 157

Infrastructure Technical Review Azure Artificial Inteligence 157

Ruby on Rails

NOVEMBER 7, 2024

Here are all the major new bits in box: Enter Kamal 2 + Thruster Rails 8 comes preconfigured with Kamal 2 for deploying your application anywhere. Kamal takes a fresh Linux box and turns it into an application or accessory server with just a single “kamal setup” command. Beyond plenty fast enough for most applications.

Authentication 145

Authentication Applications Storage System 145

The Crazy Programmer

APRIL 14, 2021

Moreover, you don’t have to push yourself as every task you perform will give you a much better and compelling experience. The platform offers multiple pricing and plan options to upgrade the performance, memory, speed, and other factors with just a button click on the go. Remote Access. Affordable and Conventional Upgrades.

Technical Review 363

Technical Review Systems Review Software Review Cloud 363

CIO

NOVEMBER 1, 2024

Collaboration – Enable people and teams to work together in real-time by accessing the same desktop or application from virtually anywhere and avoiding large file downloads. Productivity – Deliver world class remoting performance and easily manage connections so people have access to their digital workspaces from virtually anywhere.

Data Center 147

Data Center Virtualization 3D Backup 147

AWS Machine Learning - AI

APRIL 16, 2025

These models are tailored to perform specialized tasks within specific domains or micro-domains. They can host the different variants on a single EC2 instance instead of a fleet of model endpoints, saving costs without impacting performance. The following diagram represents a traditional approach to serving multiple LLMs.

Artificial Inteligence 104

Artificial Inteligence Generative AI AWS Storage 104

AWS Machine Learning - AI

JANUARY 29, 2025

Open foundation models (FMs) have become a cornerstone of generative AI innovation, enabling organizations to build and customize AI applications while maintaining control over their costs and deployment strategies. 70B-Instruct ), offer different trade-offs between performance and resource requirements.

Generative AI 132

Generative AI Artificial Inteligence AWS Technical Review 132

CIO

JANUARY 7, 2025

It prevents vendor lock-in, gives a lever for strong negotiation, enables business flexibility in strategy execution owing to complicated architecture or regional limitations in terms of security and legal compliance if and when they rise and promotes portability from an application architecture perspective.

Cloud 147

Cloud Strategy Architecture Policies 147

CIO

APRIL 23, 2025

That approach to data storage is a problem for enterprises today because if they use outdated or inaccurate data to train an LLM, those errors get baked into the model. For example, imagine your HR department is using AI to screen job applicants. When that happens, employee trust and willingness to use systems may decline.

Artificial Inteligence 193

Artificial Inteligence Data Compliance Government 193

CIO

MARCH 4, 2025

What is needed is a single view of all of my AI agents I am building that will give me an alert when performance is poor or there is a security concern. If agents are using AI and are adaptable, youre going to need some way to see if their performance is still at the confidence level you want it to be, says Gartners Coshow.

Software Review 179

Software Review Artificial Inteligence Technical Review Government 179

AWS Machine Learning - AI

MARCH 18, 2025

Today, generative AI can help bridge this knowledge gap for nontechnical users to generate SQL queries by using a text-to-SQL application. This application allows users to ask questions in natural language and then generates a SQL query for the users request. Embedding is usually performed by a machine learning (ML) model.

Artificial Inteligence 110

Artificial Inteligence Applications Generative AI Off-The-Shelf 110

AWS Machine Learning - AI

NOVEMBER 7, 2024

Although the principles discussed are applicable across various industries, we use an automotive parts retailer as our primary example throughout this post. The agents also automatically call APIs to perform actions and access knowledge bases to provide additional information. The following diagram illustrates how it works.

Lambda 129

Lambda Enterprise Automotive Knowledge Base 129

TechCrunch

NOVEMBER 25, 2022

Kubernetes is fast becoming an industry standard, with up to 94% of organizations deploying their services and applications on the container orchestration platform, per a survey. However, the community recently changed the paradigm and brought features such as StatefulSets and Storage Classes, which make using data on Kubernetes possible.

How To 229

How To Data Storage Fashion 229

CIO

MARCH 31, 2025

It is also a way to protect from extra-jurisdictional application of foreign laws. The AI Act establishes a classification system for AI systems based on their risk level, ranging from low-risk applications to high-risk AI systems used in critical areas such as healthcare, transportation, and law enforcement.

Technical Review 117

Technical Review Artificial Inteligence Compliance Open Source 117

AWS Machine Learning - AI

NOVEMBER 13, 2024

Amazon Titan FMs provide customers with a breadth of high-performing image, multimodal, and text model choices, through a fully managed API. The following diagram illustrates the solution architecture: The steps of the solution include: Upload data to Amazon S3 : Store the product images in Amazon Simple Storage Service (Amazon S3).

AWS 115

AWS Engineering Serverless eCommerce 115

AWS Machine Learning - AI

OCTOBER 29, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Generative AI 111

Generative AI Video Engineering Artificial Inteligence 111

AWS Machine Learning - AI

OCTOBER 17, 2024

During re:Invent 2023, we launched AWS HealthScribe , a HIPAA eligible service that empowers healthcare software vendors to build their clinical applications to use speech recognition and generative AI to automatically create preliminary clinician documentation. In the main applications dashboard, navigate to the URL under Web experience URL.

AWS 113

AWS Artificial Inteligence Generative AI Machine Learning 113

CIO

APRIL 16, 2025

Digital tools are the lifeblood of todays enterprises, but the complexity of hybrid cloud architectures, involving thousands of containers, microservices and applications, frustratesoperational leaders trying to optimize business outcomes. Leveraging an efficient, high-performance data store.

Artificial Inteligence 88

Artificial Inteligence Artificial Intelligence Analysis Banking 88

AWS Machine Learning - AI

NOVEMBER 7, 2024

While organizations continue to discover the powerful applications of generative AI , adoption is often slowed down by team silos and bespoke workflows. Generative AI components provide functionalities needed to build a generative AI application. Each tenant has different requirements and needs and their own application stack.

Generative AI 113

Generative AI AWS Enterprise Artificial Inteligence 113

CIO

APRIL 9, 2025

VCF is a comprehensive platform that integrates VMwares compute, storage, and network virtualization capabilities with its management and application infrastructure capabilities. TB raw data storage ( ~2.7X TB raw data storage. TB raw data storage, and v22-mega-so with 51.2 TB raw data storage.

Google Cloud 88

Google Cloud Cloud Engineering Storage 88

TechCrunch

SEPTEMBER 15, 2021

While lithium-ion works fine for consumer electronics and even electric vehicles, battery startup EnerVenue says it developed a breakthrough technology to revolutionize stationary energy storage. EnerVenue’s batteries are also designed for 30,000 cycles without experiencing a decline in performance. “As I had essentially given up.”

Energy 245

Energy Storage Windows Technology 245

CIO

APRIL 9, 2025

Cloud-based workloads can burst as needed, because IT can easily add more compute and storage capacity on-demand to handle spikes in usage, such as during tax season for an accounting firm or on Black Friday for an e-commerce site. There are also application dependencies to consider. Enhancing applications.

Cloud 88

Cloud Google Cloud Disaster Recovery Data Center 88