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

Xebia

MARCH 30, 2025

Scaling compute resources provided temporary relief but at unsustainable costs, with benchmarks revealing a linear scalability issue: 4 workers 4 hours = 16 workers 1 hour = 1TB processed The root cause? Semi-Structured Storage : Measurement values have varying types (e.g., doubles, booleans, strings). Smaller clusters (e.g.,

Testing 130

Testing Artificial Inteligence Comparison Software Review 130

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 89

Azure Analytics Storage Artificial Inteligence 89

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

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

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

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

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 89

Generative AI Technical Review Software Review Systems Review 89

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 84

Generative AI AWS Technical Review Backup 84

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 78

Technical Review Artificial Inteligence Compliance Open Source 78

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 101

Generative AI Government Technical Review Innovation 101

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

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

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 121

Knowledge Base Scalability Applications Generative AI 121

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

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

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

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 78

Policies Generative AI Resources AWS 78

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

CIO

MAY 10, 2024

Having emerged in the late 1990s, SOA is a precursor to microservices but remains a skill that can help ensure software systems remain flexible, scalable, and reusable across the organization. Because of this, NoSQL databases allow for rapid scalability and are well-suited for large and unstructured data sets.

SOA 195

SOA Linux Video Architecture 195

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 112

Case Study Video Training Scalability 112

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

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 107

Generative AI AWS Artificial Inteligence Enterprise 107

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

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

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 122

Lambda Enterprise Automotive Knowledge Base 122

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

CIO

SEPTEMBER 13, 2024

Among LCS’ major innovations is its Goods to Person (GTP) capability, also known as the Automated Storage and Retrieval System (AS/RS). The system uses robotics technology to improve scalability and cycle times for material delivery to manufacturing. This storage capacity ensures that items can be efficiently organized and accessed.

Artificial Inteligence 184

Artificial Inteligence Transportation Storage Artificial Intelligence 184

CIO

OCTOBER 2, 2024

By 2050, an estimated 68% of the global population will reside in urban environments, placing immense strain on existing infrastructure and resource allocation. Smart cities in the age of AI harness AI’s ability to analyze vast data streams, enabling intelligent decision-making and efficient resource management.

IoT 185

IoT Real Estate Artificial Inteligence Sustainability 185

The Crazy Programmer

SEPTEMBER 21, 2021

Virtualization can be anything, including software, operating systems, servers, networks, and storage devices. Virtualization helps the user share the single physical storage or the product to make it accessible to other users. Hence, you will not require utilizing your hardware and resources; the third party will do this process.

Virtualization 162

Virtualization Cloud Storage Hardware 162

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 78

Resources Cloud Data Storage 78

Xebia

AUGUST 17, 2023

The underlying objective was to tap into GCP’s scalable and efficient infrastructure, without the overhead of server management, while benefiting from VertexAI’s image captioning abilities. 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

CIO

DECEMBER 5, 2024

The data dilemma: Breaking down data silos with intelligent data infrastructure In most organizations, storage silos and data fragmentation are common problems—caused by application requirements, mergers and acquisitions, data ownership issues, rapid tech adoption, and organizational structure.

Storage 78

Storage Generative AI Artificial Inteligence Data 78

The Crazy Programmer

MARCH 3, 2022

Since it’s software-based, it can be configured to function as a dedicated physical server for web hosting, with its own set of dedicated resources. You’ll still be technically sharing resources with other users on the central server, but you’ll reap the benefits of having complete control over your private server.

Games 182

Games Virtualization Systems Administration Resources 182

AWS Machine Learning - AI

MARCH 20, 2025

The result is expensive, brittle workflows that demand constant maintenance and engineering resources. With Amazon Bedrock Data Automation, enterprises can accelerate AI adoption and develop solutions that are secure, scalable, and responsible. A traditional call analytics approach is shown in the following figure.

Data 105

Data Generative AI Artificial Inteligence Compliance 105

CIO

SEPTEMBER 5, 2023

In a traditional environment, everyone must collaborate on building servers, storage, and networking equipment. For instance, if IT requires more processing or storage, the team needs to initiate a capital expenditure to purchase additional hardware. It’s not a simple task, given the ephemeral nature of cloud resources.

Cloud 148

Cloud How To Storage Analysis 148

OTS Solutions

AUGUST 3, 2023

On the other hand, cloud computing services provide scalability, cost-effectiveness, and better disaster recovery options. Lastly, colocation provides scalability and cost-efficiency. This convenience eliminates the need for users to carry around physical storage devices or have powerful hardware to run resource-intensive applications.

Cloud 130

Cloud Data Center Scalability Hardware 130