Dynatrace

OCTOBER 2, 2023

Use domain-driven design when creating new microservices by separating microservices via their underlying business functions. Many organizations also find it useful to use an open source observability tool, such as OpenTelemetry. When it comes to refactoring, teams should start with what they can understand.

Architecture 225

Architecture Artificial Intelligence Cloud Open Source 225

O'Reilly

JULY 18, 2023

For example, one instructor was worried about recent lawsuits around Copilot’s use of open-source code as training data without attribution. To resist AI tools practically, instructors proposed ideas for designing “AI-proof” homework assignments, for example, by using a custom-built library for their course.

Programming 62

Programming Education Code Strategy 62

O'Reilly

APRIL 23, 2024

Back in 1971, in a talk called “ Designing Organizations for an Information-rich World ,” political scientist Herbert Simon noted that the cost of information is not just money spent to acquire it but the time it takes to consume it. What is the limited resource that they control and monopolize? It’s not our data. It’s our attention.

Social Media 107

Social Media Google Internet Internet 107

Dynatrace

OCTOBER 4, 2022

This openness is accompanied by reduced data quality which limits the value of analyses run on data lakes. A data lakehouse addresses these limitations and introduces an entirely new architectural design. This decoupling ensures the openness of data and storage formats, while also preserving data in context.

Artificial Intelligence 261

Artificial Intelligence Analytics Storage Architecture 261

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. AIOps solution.

Artificial Intelligence 174

Artificial Intelligence DevOps Performance Games 174

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. Like the development and design phases, these applications generate massive data volumes that offer relevant and actionable insights.

Artificial Intelligence 278

Artificial Intelligence Cloud Innovation Strategy 278

Dynatrace

JANUARY 12, 2021

IT, DevOps, and SRE teams are racing to keep up with the ever-expanding complexity of modern enterprise cloud ecosystems and the business demands they are designed to support. Dynatrace news. Leaders in tech are calling for radical change.

Monitoring 185

Monitoring Artificial Intelligence DevOps Serverless 185

KeyCDN

FEBRUARY 22, 2023

PWAs are designed to work offline, be fast, and provide a seamless user experience across different devices. Source: web.dev 2. Motion UI Motion UI is a design trend involving animation and other interactive elements to create a more dynamic and engaging user experience.

Artificial Intelligence 111

Artificial Intelligence Development Serverless Website 111

O'Reilly

NOVEMBER 28, 2023

16% of respondents working with AI are using open source models. Many of the new open source models are much smaller and not as resource intensive but still deliver good results (especially when trained for a specific application). But 18% already have applications in production. Or is there still room for growth?

Open Source 108

Open Source Artificial Intelligence Google Infrastructure 108

O'Reilly

JUNE 7, 2022

And that refusal is as important to intelligence as the ability to solve differential equations, or to play chess. Indeed, the path towards artificial intelligence is as much about teaching us what intelligence isn’t (as Turing knew) as it is about building an AGI.

Artificial Intelligence 145

Artificial Intelligence Games Energy Open Source 145

Dynatrace

OCTOBER 1, 2021

In these modern environments, every hardware, software, and cloud infrastructure component and every container, open-source tool, and microservice generates records of every activity. Observability is also a critical capability of artificial intelligence for IT operations (AIOps). Benefits of observability.

Metrics 363

Metrics Open Source Monitoring Infrastructure 363

InfoQ

JULY 20, 2023

Microsoft recently announced the general availability (GA) of Azure Managed Lustre, a managed file system for high-performance computing (HPC) and AI workloads. By Steef-Jan Wiggers

Azure 40

Azure Availability Systems Performance 40

O'Reilly

MARCH 23, 2023

GPT-2 is open source. GPT-3 and GPT-4 are not open source, but are available for free and paid access. Facebook released a previous model, OPT-175B , to the open source community. BLOOM An open source model developed by the BigScience workshop. with specialized training. GPT-2, 3, 3.5,

Google 104

Google Open Source Programming Code 104

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. Digital teams use APM tools to view and address the many variables that can impact an application’s performance.

Monitoring 148

Monitoring Mobile Social Media Artificial Intelligence 148

O'Reilly

JULY 25, 2023

Here’s how I worked on it: I subscribed to ChatGPT Plus and used the GPT-4 model in ChatGPT (first the May 12, 2023 version, then the May 24 version) to help me with design and implementation. I liked how ChatGPT helped me work through the tradeoffs of these initial design decisions before diving head-first into coding.

Programming 98

Programming Code Design Benchmarking 98

O'Reilly

SEPTEMBER 19, 2023

It just kept shuffling the designs that satisfied its fitness function until the process finally converged. 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 98

Hardware Storage Big Data Blockchain 98