CIO

NOVEMBER 27, 2024

With data existing in a variety of architectures and forms, it can be impossible to discern which resources are the best for fueling GenAI. The Right Foundation Having trustworthy, governed data starts with modern, effective data management and storage practices.

Data 147

Data How To Government Architecture 147

The Crazy Programmer

JANUARY 3, 2022

Resource pooling is a technical term that is commonly used in cloud computing. Here tenants or clients can avail scalable services from the service providers. And still, you wish to know more about Resource Pooling in cloud computing. And still, you wish to know more about Resource Pooling in cloud computing.

Resources 162

Resources Cloud Load Balancer Scalability 162

Apiumhub

DECEMBER 9, 2024

Azure Key Vault Secrets offers a centralized and secure storage alternative for API keys, passwords, certificates, and other sensitive statistics. Azure Key Vault is a cloud service that provides secure storage and access to confidential information such as passwords, API keys, and connection strings. What is Azure Key Vault Secret?

Azure 92

Azure Analytics Storage Machine Learning 92

CIO

DECEMBER 5, 2024

This approach consumed considerable time and resources and delayed deriving actionable insights from data. Consolidating data and improving accessibility through tenanted access controls can typically deliver a 25-30% reduction in data storage expenses while driving more informed decisions.

Enterprise 159

Enterprise Data Insurance Business Intelligence 159

CIO

SEPTEMBER 13, 2022

Most of Petco’s core business systems run on four InfiniBox® storage systems in multiple data centers. For the evolution of its enterprise storage infrastructure, Petco had stringent requirements to significantly improve speed, performance, reliability, and cost efficiency. Infinidat rose to the challenge.

Case Study 145

Case Study Storage Study Enterprise 145

CIO

MARCH 31, 2025

Core challenges for sovereign AI Resource constraints Developing and maintaining sovereign AI systems requires significant investments in infrastructure, including hardware (e.g., Many countries face challenges in acquiring or developing the necessary resources, particularly hardware and energy to support AI capabilities.

Technical Review 117

Technical Review Artificial Inteligence Compliance Open Source 117

AWS Machine Learning - AI

MAY 2, 2025

Secure access using Route 53 and Amplify The journey begins with the user accessing the WordFinder app through a domain managed by Amazon Route 53 , a highly available and scalable cloud DNS web service. Amplify is a set of tools and services that enable developers to build and deploy secure, scalable, and full stack apps.

Generative AI 97

Generative AI AWS Lambda Authentication 97

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 time efficiency translates to significant cost savings and optimized resource allocation in the review process.

Generative AI 122

Generative AI Technical Review Software Review Systems Review 122

AWS Machine Learning - AI

NOVEMBER 22, 2024

The map functionality in Step Functions uses arrays to execute multiple tasks concurrently, significantly improving performance and scalability for workflows that involve repetitive operations. In the context of Step Functions, arrays play a crucial role in enabling parallel processing and efficient task orchestration.

Generative AI 101

Generative AI AWS Technical Review Backup 101

CIO

MAY 12, 2025

These capabilities demand a reliable, scalable computing infrastructure, and the cloud often marks the first step. This is on top of potential hidden costs such as data egress fees, underutilised resources, and unexpected spikes from dynamic workloads. Yet cost remains a major roadblock, even for enterprises.

Cloud 128

Cloud Hardware Infrastructure Scalability 128

Xebia

JANUARY 8, 2024

Introduction With an ever-expanding digital universe, data storage has become a crucial aspect of every organization’s IT strategy. S3 Storage Undoubtedly, anyone who uses AWS will inevitably encounter S3, one of the platform’s most popular storage services. Storage Class Designed For Retrieval Change Min.

Storage 147

Storage AWS Backup Policies 147

AWS Machine Learning - AI

NOVEMBER 6, 2024

However, Cloud Center of Excellence (CCoE) teams often can be perceived as bottlenecks to organizational transformation due to limited resources and overwhelming demand for their support. Limited scalability – As the volume of requests increased, the CCoE team couldn’t disseminate updated directives quickly enough.

Generative AI 117

Generative AI Government Technical Review Innovation 117

CIO

FEBRUARY 25, 2025

Composable ERP is about creating a more adaptive and scalable technology environment that can evolve with the business, with less reliance on software vendors roadmaps. This allows them to add or reduce resources based on real-time demand, paying only for whats needed.

Innovation 78

Innovation Strategy Scalability Resources 78

AWS Machine Learning - AI

JANUARY 29, 2025

In this post, we explore how to deploy distilled versions of DeepSeek-R1 with Amazon Bedrock Custom Model Import, making them accessible to organizations looking to use state-of-the-art AI capabilities within the secure and scalable AWS infrastructure at an effective cost. 8B ) and DeepSeek-R1-Distill-Llama-70B (from base model Llama-3.3-70B-Instruct

Generative AI 134

Generative AI Artificial Inteligence AWS Serverless 134

Xebia

DECEMBER 16, 2024

This modular approach improved maintainability and scalability of applications, as each service could be developed, deployed, and scaled independently. Graphs visually represent the relationships and dependencies between different components of an application, like compute, data storage, messaging and networking. environment: env.id

Software Development 130

Software Development Software Cloud Development 130

Xebia

FEBRUARY 23, 2025

In many companies, data is spread across different storage locations and platforms, thus, ensuring effective connections and governance is crucial. These digital workers will fill roles historically reserved for humans, providing capabilities like resolving support tickets, assisting in human resources, and automating complex workflows.

Trends 130

Trends Data Artificial Inteligence Weak Development Team 130

AWS Machine Learning - AI

APRIL 16, 2025

Similarly, organizations are fine-tuning generative AI models for domains such as finance, sales, marketing, travel, IT, human resources (HR), procurement, healthcare and life sciences, and customer service. This challenge is further compounded by concerns over scalability and cost-effectiveness.

Artificial Inteligence 106

Artificial Inteligence Generative AI AWS Storage 106

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.

Artificial Inteligence 109

Artificial Inteligence Technical Review Software Review Generative AI 109

AWS Machine Learning - AI

MARCH 18, 2025

Example 1: Enforce the use of a specific guardrail and its numeric version The following example illustrates the enforcement of exampleguardrail and its numeric version 1 during model inference: { "Version": "2012-10-17", "Statement": [ { "Sid": "InvokeFoundationModelStatement1", "Effect": "Allow", "Action": [ "bedrock:InvokeModel", "bedrock:InvokeModelWithResponseStream" (..)

Policies 106

Policies Generative AI Resources AWS 106

TechCrunch

NOVEMBER 4, 2022

For example, a single video conferencing call can generate logs that require hundreds of storage tables. Cloud has fundamentally changed the way business is done because of the unlimited storage and scalable compute resources you can get at an affordable price.

Data 218

Data Storage Analytics Data Engineering 218

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. With Google Cloud, you can maximize the value of your VMware investments while benefiting from the scalability, security, and innovation of Googles infrastructure.

Google Cloud 88

Google Cloud Cloud Engineering Storage 88

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

CIO

OCTOBER 9, 2024

For these data to be utilized effectively, the right mix of skills, budget, and resources is necessary to derive the best outcomes. Computational requirements, such as the type of GenAI models, number of users, and data storage capacity, will affect this choice.

Strategy 215

Strategy Data Artificial Inteligence Storage 215

AWS Machine Learning - AI

APRIL 23, 2024

As successful proof-of-concepts transition into production, organizations are increasingly in need of enterprise scalable solutions. Cost Optimization – Well-Architected guidelines assist in optimizing resource usage, using cost-saving services, and monitoring expenses, resulting in long-term viability of generative AI projects.

Knowledge Base 128

Knowledge Base Scalability Applications Generative AI 128

AWS Machine Learning - AI

SEPTEMBER 26, 2024

To accelerate iteration and innovation in this field, sufficient computing resources and a scalable platform are essential. However, this growth comes with considerable challenges in terms of computing power and memory resources. However, they require more sophisticated modeling techniques and increased computational resources.

Case Study 122

Case Study Video Training Scalability 122

AWS Machine Learning - AI

NOVEMBER 7, 2024

Depending on the use case and data isolation requirements, tenants can have a pooled knowledge base or a siloed one and implement item-level isolation or resource level isolation for the data respectively. You can use IAM to specify who can access which FMs and resources to maintain least privilege permissions.

Generative AI 115

Generative AI AWS Enterprise Artificial Inteligence 115

CIO

APRIL 10, 2024

As with many data-hungry workloads, the instinct is to offload LLM applications into a public cloud, whose strengths include speedy time-to-market and scalability. Inferencing funneled through RAG must be efficient, scalable, and optimized to make GenAI applications useful.

Artificial Inteligence 203

Artificial Inteligence Generative AI Storage Artificial Intelligence 203

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. Multiple specialized Amazon Simple Storage Service Buckets (Amazon S3 Bucket) store different types of outputs.

Artificial Inteligence 69

Artificial Inteligence Open Source AWS Serverless 69

CIO

SEPTEMBER 26, 2024

Another concern is the skill and resource gap that emerged with the rise of GenAI. Dell Technologies takes this a step further with a scalable and modular architecture that lets enterprises customize a range of GenAI-powered digital assistants.

Enterprise 195

Enterprise Artificial Inteligence Scalability Compliance 195

AWS Machine Learning - AI

NOVEMBER 7, 2024

The workflow includes the following steps: Documents (owner manuals) are uploaded to an Amazon Simple Storage Service (Amazon S3) bucket. After you deploy the solution, you can verify the created resources on the Amazon Bedrock console. Ingestion flow The ingestion flow prepares and stores the necessary data for the AI agent to access.

Lambda 131

Lambda Enterprise Automotive Knowledge Base 131

TechCrunch

AUGUST 16, 2022

Part of the problem is that data-intensive workloads require substantial resources, and that adding the necessary compute and storage infrastructure is often expensive. As a result, organizations are looking for solutions that free CPUs from computationally intensive storage tasks.” Marvell has its Octeon technology.

Data Center 208

Data Center Analytics Weak Development Team Data 208

The Crazy Programmer

JULY 25, 2020

Resource group – Here you have to choose a resource group where you want to store the resources related to your virtual machine. Basically resource groups are used to group the resources related to a project. you can think it as a folder containing resources so you can monitor it easily.

Azure 249

Azure Virtualization Windows Data Center 249

The Crazy Programmer

DECEMBER 28, 2021

Cloud Provisioning is the allocation of the cloud provider’s resources to a client. It is exactly the process of amalgamation and execution of cloud computing resources within an IT organization. Scalability: A company makes a huge investment in its on-site infrastructure under the conventional IT provisioning model. Cloud Bolt.

Tools 147

Tools Cloud Telecommunications Infrastructure 147

Tenable

OCTOBER 15, 2024

Its flexibility, scalability and ever-expanding range of storage technologies have fueled a data explosion. From object storage for massive media archives to NoSQL databases for real-time analytics, organizations are embracing a diverse cloud data landscape. The cloud has become the lifeblood of modern businesses.

Resources 81

Resources Cloud Data Storage 81

OTS Solutions

JUNE 6, 2022

This infrastructure comprises a scalable and reliable network that can be accessed from any location with the help of an internet connection. Cloud computing is based on the availability of computer resources, such as data storage and computing power on demand. 8: Helps Manage Financial Resources.

Healthcare 208

Healthcare Technical Review Industry Cloud 208

CIO

MARCH 8, 2023

The rise of artificial intelligence (AI), machine learning (ML), and real-time analytics applications, often deployed at the edge, can utilize HPC resources to unlock insights from data and efficiently run increasingly large and more complex models and simulations.

Performance 148

Performance Artificial Inteligence Storage Systems Review 148

OTS Solutions

DECEMBER 4, 2023

It provides all the benefits of a public cloud, such as scalability, virtualization, and self-service, but with enhanced security and control as it is operated on-premises or within a third-party data center. This virtualization enables the dynamic allocation and management of resources, allowing for elasticity and efficient utilization.

Architecture 130

Architecture Cloud Disaster Recovery Scalability 130