AWS Machine Learning - AI

OCTOBER 29, 2024

Recently, we’ve been witnessing the rapid development and evolution of generative AI applications, with observability and evaluation emerging as critical aspects for developers, data scientists, and stakeholders. In this post, we set up the custom solution for observability and evaluation of Amazon Bedrock applications.

Generative AI 113

Generative AI Applications AWS Knowledge Base 113

CIO

OCTOBER 24, 2024

The company also plans to increase spending on cybersecurity tools and personnel, he adds, and it will focus more resources on advanced analytics, data management, and storage solutions. The rapid accumulation of data requires more sophisticated data management and analytics solutions, driving up costs in storage and processing,” he says.

Data Center 200

Data Center Artificial Inteligence Generative AI Artificial Intelligence 200

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

JANUARY 7, 2025

In todays fast-paced digital landscape, the cloud has emerged as a cornerstone of modern business infrastructure, offering unparalleled scalability, agility, and cost-efficiency. Technology modernization strategy : Evaluate the overall IT landscape through the lens of enterprise architecture and assess IT applications through a 7R framework.

Cloud 147

Cloud Strategy Architecture Policies 147

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

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 104

Knowledge Base Applications Artificial Inteligence Generative AI 104

Xebia

DECEMBER 23, 2024

Scalability and Flexibility: The Double-Edged Sword of Pay-As-You-Go Models Pay-as-you-go pricing models are a game-changer for businesses. In these scenarios, the very scalability that makes pay-as-you-go models attractive can undermine an organization’s return on investment.

Data 130

Data Storage Culture Resources 130

Xebia

DECEMBER 23, 2024

Scalability and Flexibility: The Double-Edged Sword of Pay-As-You-Go Models Pay-as-you-go pricing models are a game-changer for businesses. In these scenarios, the very scalability that makes pay-as-you-go models attractive can undermine an organization’s return on investment.

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

OTS Solutions

JUNE 21, 2023

Enterprise applications have become an integral part of modern businesses, helping them simplify operations, manage data, and streamline communication. However, as more organizations rely on these applications, the need for enterprise application security and compliance measures is becoming increasingly important.

Compliance 246

Compliance Enterprise Applications Software Review 246

The Crazy Programmer

SEPTEMBER 11, 2021

When we talk about modern application development, one name that comes to our mind is MongoDB. MongoDB and is the open-source server product, which is used for document-oriented storage. All three of them experienced relational database scalability issues when developing web applications at their company. MongoDB History.

Open Source 273

Open Source Storage Azure Journal 273

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 22, 2024

Cloud providers have recognized the need to offer model inference through an API call, significantly streamlining the implementation of AI within applications. AWS Step Functions is a fully managed service that makes it easier to coordinate the components of distributed applications and microservices using visual workflows.

Generative AI 100

Generative AI AWS Technical Review Backup 100

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 scalability allows for more frequent and comprehensive reviews.

Generative AI 119

Generative AI Technical Review Software Review Systems Review 119

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

APRIL 23, 2024

Generative artificial intelligence (AI) has gained significant momentum with organizations actively exploring its potential applications. As successful proof-of-concepts transition into production, organizations are increasingly in need of enterprise scalable solutions.

Knowledge Base 126

Knowledge Base Scalability Applications Generative AI 126

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

NOVEMBER 6, 2024

Limited scalability – As the volume of requests increased, the CCoE team couldn’t disseminate updated directives quickly enough. This strategic decision to use a managed service at the application layer, such as Amazon Q Business, enabled the CCoE to deliver tangible value for the business units in a matter of weeks.

Generative AI 115

Generative AI Government Technical Review Innovation 115

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 Data Center Storage Cloud 205

AWS Machine Learning - AI

APRIL 16, 2025

This challenge is further compounded by concerns over scalability and cost-effectiveness. However, the complexity of vLLM currently limits ease of implementing custom integrations for applications. For those seeking methods to build applications with strong community support and custom integrations, LoRAX presents an alternative.

Artificial Inteligence 102

Artificial Inteligence Generative AI AWS Storage 102

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

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 91

Azure Analytics Storage Machine Learning 91

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. Sufficient local storage space, at least 17 GB for the 8B model or 135 GB for the 70B model.

Generative AI 132

Generative AI Artificial Inteligence AWS Technical Review 132

Xebia

FEBRUARY 23, 2025

In many companies, data is spread across different storage locations and platforms, thus, ensuring effective connections and governance is crucial. By boosting productivity and fostering innovation, human-AI collaboration will reshape workplaces, making operations more efficient, scalable, and adaptable.

Trends 130

Trends Data Artificial Inteligence Weak Development Team 130

AWS Machine Learning - AI

NOVEMBER 20, 2024

The solution combines data from an Amazon Aurora MySQL-Compatible Edition database and data stored in an Amazon Simple Storage Service (Amazon S3) bucket. Amazon S3 is an object storage service that offers industry-leading scalability, data availability, security, and performance. Choose Create application.

Data 111

Data AWS Groups Knowledge Base 111

Xebia

DECEMBER 16, 2024

The way applications are built, deployed, and managed today is completely different from ten years ago. Initially, our industry relied on monolithic architectures, where the entire application was a single, simple, cohesive unit. SOA decomposed applications into smaller, independent services that communicated over a network.

Software Development 130

Software Development Software Cloud Development 130

Xebia

OCTOBER 24, 2024

You can create differentiated strategies for handling perishable vs. non-perishable items or bulky products that occupy significant storage space. Long-Term Scalability One significant advantage of a custom-built solution is that it scales with your business.

Retail 130

Retail Artificial Inteligence Machine Learning Data 130

CIO

JANUARY 20, 2023

2] Foundational considerations include compute power, memory architecture as well as data processing, storage, and security. The most innovative unstructured data storage solutions are flexible and designed to be reliable at any scale without sacrificing performance.

Analytics 205

Analytics Artificial Inteligence Artificial Intelligence Hardware 205

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

MARCH 20, 2025

Today, were excited to announce the general availability of Amazon Bedrock Data Automation , a powerful, fully managed feature within Amazon Bedrock that automate the generation of useful insights from unstructured multimodal content such as documents, images, audio, and video for your AI-powered applications.

Data 117

Data Generative AI Artificial Inteligence Compliance 117

TechCrunch

DECEMBER 14, 2022

. “[It] provides both a clear path to productization (with no new technology development) and basis for value proposition in customer applications at the forefront of AI, positioning EnCharge for market impact … Many edge applications are in an emerging phase, with the greatest opportunities for value from AI still being defined.”

Hardware 216

Hardware Development Artificial Inteligence Machine Learning 216

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. Artificial intelligence has contributed to complexity. The ability to enrich data with business context.

Artificial Inteligence 88

Artificial Inteligence Artificial Intelligence Analysis Banking 88

TechCrunch

JULY 12, 2022

The fundraising perhaps reflects the growing demand for platforms that enable flexible data storage and processing. One increasingly popular application is big data analytics, or the process of examining data to uncover patterns, correlations and trends (e.g., customer preferences).

Storage 206

Storage Big Data Analytics Survey 206

The Crazy Programmer

DECEMBER 13, 2020

It is an academic program that encompasses broad topics related to computer application and computer science. . A CSE curriculum comprises many computational subjects, including various programming languages, algorithms, cryptography, computer applications, software designing, etc. . Wireless Application Protocol.

Engineering 270

Engineering Wireless 3D Programming 270

CIO

OCTOBER 20, 2023

A hybrid cloud approach means data storage is scalable and accessible, so that more data is an asset—not a detriment. Implementing real-time synchronization capabilities into business’s storage systems is crucial to ensure that data reflects their operational realities within a rapidly changing economic landscape.

Data 195

Data How To Quality Assurance Software Development 195

AWS Machine Learning - AI

MARCH 13, 2025

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies, such as AI21 Labs, Anthropic, Cohere, Meta, Mistral, 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 113

Generative AI CTO Coach AWS Artificial Inteligence 113

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. A web application serves as the frontend interface where users can initiate parts lookup requests. A user interacts with the Car Parts Agent through a web application interface.

Lambda 129

Lambda Enterprise Automotive Knowledge Base 129