Dynatrace

APRIL 26, 2022

To combat Kubernetes complexity and capitalize on the full benefits of the open-source container orchestration platform, organizations need advanced AIOps that can intelligently manage the environment. That’s where AIOps comes in. Therefore, Reider says, it’s not about the specific technologies companies use.

Cloud 246

Cloud Artificial Intelligence DevOps Scalability 246

Dynatrace

JULY 18, 2022

The OpenTelemetry project was created to address the growing need for artificial intelligence-enabled IT operations — or AIOps — as organizations broaden their technology horizons beyond on-premises infrastructure and into multiple clouds. Dynatrace news. Getting to OpenTelemetry.

Artificial Intelligence 246

Artificial Intelligence Open Source Analytics Monitoring 246

Dynatrace

NOVEMBER 22, 2021

Serverless architecture enables organizations to deliver applications more efficiently without the overhead of on-premises infrastructure, which has revolutionized software development. With AIOps , practitioners can apply automation to IT operations processes to get to the heart of problems in their infrastructure, applications and code.

AWS 246

AWS Lambda Artificial Intelligence Serverless 246

Dynatrace

OCTOBER 4, 2022

This decoupling ensures the openness of data and storage formats, while also preserving data in context. Further, it builds a rich analytics layer powered by Dynatrace causational artificial intelligence, Davis® AI, and creates a query engine that offers insights at unmatched speed.

Artificial Intelligence 290

Artificial Intelligence Analytics Storage Architecture 290

Dynatrace

JULY 5, 2022

Artificial intelligence for IT operations (AIOps) uses machine learning and AI to help teams manage the increasing size and complexity of IT environments through automation. However, 58% of IT leaders say infrastructure management drains resources as cloud use increases. The result is a digital roadblock.

Artificial Intelligence 325

Artificial Intelligence Cloud Innovation Strategy 325

Dynatrace

JANUARY 19, 2022

In contrast, a modern observability platform uses artificial intelligence (AI) to gather information in real-time and automatically pinpoint root causes in context. Utilizing cloud-native platforms, Kubernetes, and open-source technologies requires a radically different approach to application security.

Artificial Intelligence 245

Artificial Intelligence DevOps Performance Games 245

Dynatrace

MARCH 16, 2021

To recognize both immediate and long-term benefits, organizations must deploy intelligent solutions that can unify management, streamline operations, and reduce overall complexity. Despite these investments, these organizations have complete visibility into just 11% of the applications and infrastructure in their environments.

Artificial Intelligence 262

Artificial Intelligence Open Source Cloud Analytics 262

Dynatrace

OCTOBER 2, 2023

Many organizations also find it useful to use an open source observability tool, such as OpenTelemetry. As an AI-driven, unified observability and security platform, Dynatrace uses topology and dependency mapping and artificial intelligence to automatically identify all entities and their dependencies.

Architecture 278

Architecture Artificial Intelligence Cloud Open Source 278

Dynatrace

DECEMBER 22, 2021

As a result, teams can gain full visibility into their applications and multicloud infrastructure. The open-source observability framework, OpenTelemetry , provides a standard for adding observable instrumentation to cloud-native applications. This helps teams to easily solve problems as, or even before, they occur.

Artificial Intelligence 245

Artificial Intelligence Metrics Architecture DevOps 245

O'Reilly

MARCH 11, 2025

Finally, the most important question: Open source software enabled the vast software ecosystem that we now enjoy; will open AI lead to an flourishing AI ecosystem, or will it still be possible for a single vendor (or nation) to dominate? What about computing infrastructure? Is more computing power necessary?

Artificial Intelligence 63

Artificial Intelligence Infrastructure Government Open Source 63

KeyCDN

FEBRUARY 22, 2023

Source: web.dev 2. Artificial intelligence and machine learning Artificial intelligence (AI) and machine learning (ML) are becoming more prevalent in web development, with many companies and developers looking to integrate these technologies into their websites and web applications.

Artificial Intelligence 111

Artificial Intelligence Development Serverless Website 111

Dynatrace

JUNE 1, 2021

Millions of lines of code comprise these apps, and they include hundreds of interconnected digital services and open-source solutions , and run in containerized environments hosted across multiple cloud services. Virtual desktop infrastructure (VDI) monitoring to maximize the productivity of employees using VDI.

Monitoring 165

Monitoring Mobile Social Media Open Source 165

O'Reilly

NOVEMBER 28, 2023

16% of respondents working with AI are using open source models. Even with cloud-based foundation models like GPT-4, which eliminate the need to develop your own model or provide your own infrastructure, fine-tuning a model for any particular use case is still a major undertaking. We’ll say more about this later.)

Open Source 137

Open Source Google Artificial Intelligence Infrastructure 137

O'Reilly

APRIL 30, 2024

Given that our leading scientists and technologists are usually so mistaken about technological evolution, what chance do our policymakers have of effectively regulating the emerging technological risks from artificial intelligence (AI)? The internet protocols helped keep the internet open instead of closed.

Social Media 127

Social Media Artificial Intelligence Innovation Logistics 127

O'Reilly

APRIL 4, 2024

Others had already deployed the capital to build much of the infrastructure for ride-hailing—GPS satellites and GPS-enabled smartphones. In the case of artificial intelligence, training large models is indeed expensive, requiring large capital investments. That kind of investment was unnecessary in the case of ride-hailing.

Artificial Intelligence 94

Artificial Intelligence Open Source Innovation Transportation 94

O'Reilly

JUNE 14, 2024

They expanded their work at Miso to build easily tappable infrastructure for publishers and websites with advanced AI models for search, discovery, and advertising that could go toe-to-toe in quality with the giants of Big Tech. The newest Answers release is again built with an open source model—in this case, Llama 3.

Open Source 119

Open Source Media Tuning Engineering 119

O'Reilly

SEPTEMBER 19, 2023

Plus there was all of the infrastructure to push data into the cluster in the first place. And a quick survey of agent-based modeling and evolutionary algorithms turns up a mix of proprietary apps and nascent open-source projects, some of which are geared for a particular problem domain.

Hardware 135

Hardware Storage Big Data Blockchain 135

O'Reilly

JUNE 18, 2024

But what is missing is a more generalized infrastructure for detecting content ownership and providing compensation in a general purpose way. Imagine with me, for a moment, a world of AI that works much like the World Wide Web or open source systems such as Linux. Open source better enables not only innovation but control.

Social Media 145

Social Media Media Open Source Traffic 145