AWS Machine Learning - AI

MARCH 4, 2025

To achieve these goals, the AWS Well-Architected Framework provides comprehensive guidance for building and improving cloud architectures. The solution incorporates the following key features: Using a Retrieval Augmented Generation (RAG) architecture, the system generates a context-aware detailed assessment.

Generative AI 96

Generative AI Technical Review Software Review Systems Review 96

OTS Solutions

DECEMBER 4, 2023

Private cloud architecture is an increasingly popular approach to cloud computing that offers organizations greater control, security, and customization over their cloud infrastructure. What is Private Cloud Architecture? Why is Private Cloud Architecture important for Businesses?

Architecture 130

Architecture Cloud Disaster Recovery Scalability 130

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

TechCrunch

JUNE 28, 2022

Data centers with servers attached to solid-state drives (SSDs) can suffer from an imbalance of storage and compute. Either there’s not enough processing power to go around, or physical storage limits get in the way of data transfers, Lightbits Labs CEO Eran Kirzner explains to TechCrunch. ” Image Credits: Lightbits Labs.

Data 205

Data Storage Data Center Cloud 205

AWS Machine Learning - AI

OCTOBER 29, 2024

We walk through the key components and services needed to build the end-to-end architecture, offering example code snippets and explanations for each critical element that help achieve the core functionality. Amazon DynamoDB is a fully managed NoSQL database service that provides fast and predictable performance with seamless scalability.

Generative AI 110

Generative AI Video Engineering Artificial Inteligence 110

CIO

JUNE 18, 2024

This piece looks at the control and storage technologies and requirements that are not only necessary for enterprise AI deployment but also essential to achieve the state of artificial consciousness. This architecture integrates a strategic assembly of server types across 10 racks to ensure peak performance and scalability.

Artificial Inteligence 168

Artificial Inteligence Storage Artificial Intelligence Hardware 168

Perficient

NOVEMBER 17, 2024

No single platform architecture can satisfy all the needs and use cases of large complex enterprises, so SAP partnered with a small handful of companies to enhance and enlarge the scope of their offering. It enables seamless and scalable access to SAP and non-SAP data with its business context, logic, and semantic relationships preserved.

Artificial Inteligence 59

Artificial Inteligence Machine Learning Architecture Analytics 59

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

NOVEMBER 6, 2024

Limited scalability – As the volume of requests increased, the CCoE team couldn’t disseminate updated directives quickly enough. The team was stretched thin, and the traditional approach of relying on human experts to address every question was impeding the pace of cloud adoption for the organization.

Generative AI 108

Generative AI Government Technical Review Innovation 108

Perficient

MARCH 16, 2023

Are you looking for a way to accelerate and scale your Event Driven Architecture in the cloud? Introducing GridGain Performance for Event Driven Architectures GridGain Performance is the ideal solution for cloud-based applications requiring event-driven architectures. GridGain is here to help.

Architecture 98

Architecture Scalability Systems Review Performance 98

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. “It became clear that today’s data needs are incompatible with yesterday’s data center architecture. Marvell has its Octeon technology. ”

Data Center 208

Data Center Analytics Weak Development Team Data 208

AWS Machine Learning - AI

MARCH 20, 2025

With Amazon Bedrock Data Automation, enterprises can accelerate AI adoption and develop solutions that are secure, scalable, and responsible. Traditionally, documents from portals, email, or scans are stored in Amazon Simple Storage Service (Amazon S3) , requiring custom logic to split multi-document packages.

Data 104

Data Generative AI Artificial Inteligence Compliance 104

AWS Machine Learning - AI

APRIL 23, 2024

As successful proof-of-concepts transition into production, organizations are increasingly in need of enterprise scalable solutions. However, to unlock the long-term success and viability of these AI-powered solutions, it is crucial to align them with well-established architectural principles.

Knowledge Base 126

Knowledge Base Scalability Applications Generative AI 126

Cloudera

NOVEMBER 7, 2023

Are you struggling to manage the ever-increasing volume and variety of data in today’s constantly evolving landscape of modern data architectures? Apache Ozone , a highly scalable, high performance distributed object store, provides the ideal solution to this requirement with its bucket layout flexibility and multi-protocol support.

Storage 105

Storage System Architecture Analytics 105

TechCrunch

DECEMBER 14, 2022

Flash memory and most magnetic storage devices, including hard disks and floppy disks, are examples of non-volatile memory. sets of AI algorithms) while remaining scalable. EnCharge was launched to commercialize Verma’s research with hardware built on a standard PCIe form factor.

Hardware 216

Hardware Development Artificial Inteligence Machine Learning 216

O'Reilly Media - Ideas

JANUARY 14, 2025

Interest in Data Lake architectures rose 59%, while the much older Data Warehouse held steady, with a 0.3% In our skill taxonomy, Data Lake includes Data Lakehouse , a data storage architecture that combines features of data lakes and data warehouses.) Usage of material about Software Architecture rose 5.5%

Trends 132

Trends Technology Security Artificial Inteligence 132

CIO

MAY 10, 2024

Service-oriented architecture (SOA) Service-oriented architecture (SOA) is an architectural framework used for software development that focuses on applications and systems as independent services. 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

CIO

SEPTEMBER 26, 2024

Dell Technologies takes this a step further with a scalable and modular architecture that lets enterprises customize a range of GenAI-powered digital assistants. They can also tailor AI-assisted coding solutions to their on-premises environments, offering companies the scalability and flexibility to supercharge the development process.

Enterprise 195

Enterprise Artificial Inteligence Scalability Compliance 195

TechCrunch

DECEMBER 14, 2021

Carto provides connectors with databases (PostgreSQL, MySQL or Microsoft SQL Server), cloud storage services (Dropbox, Box or Google Drive) or data warehouses (Amazon Redshift, Google BigQuery or Snowflake). ” After that, you can go through your data using SQL queries and enrich your data.

Data 234

Data Telecommunications Transportation Analysis 234

AWS Machine Learning - AI

NOVEMBER 15, 2024

The flexible, scalable nature of AWS services makes it straightforward to continually refine the platform through improvements to the machine learning models and addition of new features. The following diagram illustrates the Principal generative AI chatbot architecture with AWS services.

Generative AI 113

Generative AI AWS Groups Artificial Inteligence 113

AWS Machine Learning - AI

SEPTEMBER 26, 2024

To accelerate iteration and innovation in this field, sufficient computing resources and a scalable platform are essential. In this post, we share an ML infrastructure architecture that uses SageMaker HyperPod to support research team innovation in video generation.

Case Study 118

Case Study Video Training Scalability 118

AWS Machine Learning - AI

NOVEMBER 7, 2024

You can also bring your own customized models and deploy them to Amazon Bedrock for supported architectures. A centralized service that exposes APIs for common prompt-chaining architectures to your tenants can accelerate development. As a result, building such a solution is often a significant undertaking for IT teams.

Generative AI 111

Generative AI AWS Enterprise Artificial Inteligence 111

CIO

AUGUST 2, 2022

This is because other technology improvements—such as modernization of integration strategy, distributed cloud storage, and spending on cloud-native applications—to achieve business architecture composability is taking precedence over automation or process efficiency demands, the company said.

Software 184

Software Architecture Research Storage 184

AWS Machine Learning - AI

MARCH 3, 2025

Tuning model architecture requires technical expertise, training and fine-tuning parameters, and managing distributed training infrastructure, among others. These recipes are processed through the HyperPod recipe launcher, which serves as the orchestration layer responsible for launching a job on the corresponding architecture.

Artificial Inteligence 87

Artificial Inteligence Generative AI AWS Training 87

CIO

MARCH 9, 2022

Newer data lakes are highly scalable and can ingest structured and semi-structured data along with unstructured data like text, images, video, and audio. They conveniently store data in a flat architecture that can be queried in aggregate and offer the speed and lower cost required for big data analytics. Pulling it all together.

Artificial Inteligence 179

Artificial Inteligence Data Artificial Intelligence Analytics 179

CIO

JULY 18, 2024

However, enterprises with integration solutions that coexist with native IT architecture have scalable data capture and synchronization abilities. They also reduce storage and maintenance costs while integrating seamlessly with cloud platforms to simplify data management. These issues add up and lead to unreliability.

Cloud 167

Cloud Data Storage eBook 167

CIO

JUNE 24, 2024

For instance, IDC predicts that the amount of commercial data in storage will grow to 12.8 Claus Torp Jensen , formerly CTO and Head of Architecture at CVS Health and Aetna, agreed that ransomware is a top concern. “At Data volumes continue to expand at an exponential rate, with no sign of slowing down. ZB by 2026. To watch 12.8

Strategy 168

Strategy Data Disaster Recovery Artificial Intelligence 168

CIO

JUNE 19, 2024

Those highly scalable platforms are typically designed to optimize developer productivity, leverage economies of scale to lower costs, improve reliability, and accelerate software delivery. They may also ensure consistency in terms of processes, architecture, security, and technical governance.

Weak Development Team 208

Weak Development Team Engineering UI/UX Software Development 208

AWS Machine Learning - AI

MARCH 7, 2025

In this post, we describe the development journey of the generative AI companion for Mozart, the data, the architecture, and the evaluation of the pipeline. Solution overview The policy documents reside in Amazon Simple Storage Service (Amazon S3) storage. The following diagram illustrates the solution architecture.

Generative AI 76

Generative AI Technical Review Insurance Policies 76

AWS Machine Learning - AI

OCTOBER 31, 2024

By implementing this architectural pattern, organizations that use Google Workspace can empower their workforce to access groundbreaking AI solutions powered by Amazon Web Services (AWS) and make informed decisions without leaving their collaboration tool. In the following sections, we explain how to deploy this architecture.

Generative AI 122

Generative AI Lambda Applications AWS 122

CIO

FEBRUARY 5, 2024

Key considerations for technology leaders navigating the edge AI landscape As technology leaders evaluate edge AI for their organizations, several key considerations come to the forefront: Open architecture: Several edge computing technologies from various vendors meld together in optimal configurations to enable AI workloads at the edge.

Scalability 187

Scalability Healthcare Artificial Inteligence Artificial Intelligence 187

Xebia

DECEMBER 16, 2024

Initially, our industry relied on monolithic architectures, where the entire application was a single, simple, cohesive unit. Ever increasing complexity To overcome these limitations, we transitioned to Service-Oriented Architecture (SOA). SOA decomposed applications into smaller, independent services that communicated over a network.

Software Development 130

Software Development Software Cloud Development 130

Cloudera

JANUARY 21, 2022

This blog will summarise the security architecture of a CDP Private Cloud Base cluster. The architecture reflects the four pillars of security engineering best practice, Perimeter, Data, Access and Visibility. Security Architecture Improvements. Logical Architecture. Logical Architecture. Apache Atlas.

Architecture 112

Architecture Data Authentication Policies 112

CIO

DECEMBER 22, 2023

Skills: Skills for this role include knowledge of application architecture, automation, ITSM, governance, security, and leadership. Cloud software engineer Cloud software engineers are tasked with developing and maintaining software applications that run on cloud platforms, ensuring they are built to be scalable, reliable, and agile.

Cloud 195

Cloud Company Disaster Recovery Software Engineering 195

CIO

OCTOBER 23, 2024

The pressure was on to adopt a modern, flexible, and scalable system to route questions to the proper source and provide the necessary answers. A small team of SAP consultants collaborating with the German Federal Foreign Office would create the initial architecture. SAP’s Malware Scanning System scans all files before storing them.

Artificial Intelligence 178

Artificial Intelligence Artificial Inteligence Malware Architecture 178

Perficient

MARCH 27, 2025

The goal is to deploy a highly available, scalable, and secure architecture with: Compute: EC2 instances with Auto Scaling and an Elastic Load Balancer. Storage: S3 for static content and RDS for a managed database. In this architecture, Pulumi interacts with AWS to deploy multiple services. MySQL, PostgreSQL).

AWS 52

AWS Infrastructure Lambda Load Balancer 52

The Agile Monkey

DECEMBER 22, 2022

However, these tools may not be suitable for more complex data or situations requiring scalability and robust business logic. In short, Booster is a Low-Code TypeScript framework that allows you to quickly and easily create a backend application in the cloud that is highly efficient, scalable, and reliable. WTF is Booster?

Scalability 98

Scalability AWS Authentication Open Source 98