Dynatrace

MAY 1, 2023

IT operations analytics (ITOA) with artificial intelligence (AI) capabilities supports faster cloud deployment of digital products and services and trusted business insights. This open source framework stores and processes large sets of structured and unstructured data. Apache Spark. Dynatrace Grail.

Analytics 179

Analytics Artificial Intelligence Big Data Open Source 179

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. Then, it can combine them with additional monitoring data specific to Dynatrace.

Artificial Intelligence 183

Artificial Intelligence Open Source Analytics Monitoring 183

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.

Cloud 216

Cloud Artificial Intelligence DevOps Scalability 216

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

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 222

Architecture Artificial Intelligence Cloud Open Source 222

Dynatrace

JANUARY 12, 2021

To identify those that matter most and make them visible to the relevant teams requires a modern observability platform with automation and artificial intelligence (AI) at the core. When hundreds to thousands of alerts come in at once, it is nearly impossible for teams to establish which ones are relevant.

Monitoring 182

Monitoring Artificial Intelligence DevOps Cloud 182

O'Reilly

APRIL 4, 2024

In the case of artificial intelligence, training large models is indeed expensive, requiring large capital investments. As Mike Loukides points out , “Smaller startups…will be priced out, along with every open-source effort. But those investments demand commensurately large returns.

Artificial Intelligence 61

Artificial Intelligence Open Source Innovation Transportation 61

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 259

Artificial Intelligence Analytics Storage Architecture 259

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).

Metrics 363

Metrics Open Source Monitoring Infrastructure 363

Dynatrace

NOVEMBER 22, 2021

Having recently achieved AWS Machine Learning Competency status in the new Applied Artificial Intelligence (Applied AI) category for its use of the AWS platform, Dynatrace has demonstrated success building AI-powered solutions on AWS. But teams need automatic and intelligent observability to realize true AIOps value at scale.

AWS 220

AWS Lambda Artificial Intelligence Serverless 220

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. As cloud-native technologies evolve, organizations layer in more tools and open source solutions to solve specific problems and provide specific benefits.

Artificial Intelligence 275

Artificial Intelligence Cloud Innovation Strategy 275

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 171

Artificial Intelligence Performance DevOps Games 171

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

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. Here’s how. What is AIOps and what are the challenges? Which alerts demand priority response, and which can wait?

Artificial Intelligence 185

Artificial Intelligence Open Source Cloud Analytics 185

Testsigma

JANUARY 7, 2022

Another software testing trend to watch out for in 2022 is artificial intelligence(AI) and machine learning(ML). All this implementation of artificial intelligence has been primarily into the development field. Such artificial intelligence practices can improve the quality of processes and save time.

Artificial Intelligence 89

Artificial Intelligence IoT Software Software 89

Dynatrace

DECEMBER 22, 2021

The open-source observability framework, OpenTelemetry , provides a standard for adding observable instrumentation to cloud-native applications. It must provide analysis tools and artificial intelligence to sift through data to identify and integrate what’s most important.

Artificial Intelligence 169

Artificial Intelligence Metrics DevOps Architecture 169

O'Reilly

FEBRUARY 13, 2024

Smaller startups (including companies like Anthropic and Cohere) will be priced out, along with every open source effort. Open source AI has been the victim of a lot of fear-mongering lately. Yes, open source will be used irresponsibly—as has every tool that has ever been invented.

Open Source 92

Open Source Strategy Government Tuning 92

O'Reilly

AUGUST 8, 2023

Searches for Artificial Intelligence appear to be holding their own, though it’s surprising that there are so few searches for AI compared to Machine Learning. Or should they start with an open source model that can run locally and be trained for their specific application?

Artificial Intelligence 72

Artificial Intelligence Programming Open Source Games 72

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). Open source models are a large and diverse group.

Open Source 107

Open Source Artificial Intelligence Google Infrastructure 107

Adrian Cockcroft

NOVEMBER 30, 2020

smoky from wildfires I’ve recently become involved with the new Linux Foundation Open Source Climate Finance organization ( OS-Climate ). I’m helping manage AWS contributions to the project, as we build an open source data lake and analysis service that can be used to model climate related asset risks for investors.

AWS 52

AWS Artificial Intelligence IoT Open Source 52

Testsigma

MAY 15, 2021

The artificial intelligence algorithm paces up the automation test creation very easily (up to 5 times as claimed by Testsigma ). Features : Perfecto Scriptless makes use of artificial intelligence to adjust the test cases, automatically, when a change occurs which is a plus point during the automation of complex angular applications.

Testing Tools 52

Testing Tools Artificial Intelligence Testing Programming 52

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 149

Monitoring Social Media Mobile Open Source 149

Testsigma

DECEMBER 20, 2019

Artificial Intelligence (AI) is one such technology that has made a substantial contribution to automation in general. The following are a few examples of functional test automation tools: Quick Test Professional from HP Rational Robot from IBM Selenium, which is an open-source framework.

Artificial Intelligence 54

Artificial Intelligence Testing Healthcare Innovation 54

O'Reilly Software

AUGUST 29, 2018

They’ve identified six areas where technology can make a real difference in disaster preparedness: blockchain, artificial intelligence, logistics, data science, sensor data processing, and visual recognition. See the IBM Code Patterns site for more information.

Code 80

Code Artificial Intelligence Development Blockchain 80

Percona

DECEMBER 14, 2023

Will 2023 be called the year of Generative Artificial Intelligence (AI)? Percona’s experts can maximize your application performance with our open source database support, managed services, or consulting. Interesting time indeed, we’re eyewitnesses to something that started changing our world. Get in touch

Database 91

Database Artificial Intelligence Servers Operating System 91

Dynatrace

MAY 4, 2023

During a Perform 2023 conference session, Christian Schwarzbauer, fellow product architect at Dynatrace, and Gerhard Byrne, senior product manager at Dynatrace, explored the role of intelligent automation in DevSecOps and three ways teams can converge automation and security and avoid DevSecOps silos.

DevOps 203

DevOps Speed Innovation Open Source 203

Enprowess

MAY 10, 2018

As Artificial intelligence and Machine learning are in action now, there are various APIs and libraries available with Java too. Let’s look at TensorFlow – TensorFlow is an open source software library for machine learning, developed by Google and currently used in many of their projects.

Artificial Intelligence 52

Artificial Intelligence Open Source Google Tuning 52

Adrian Cockcroft

JUNE 29, 2019

This is different to the question of whether we can figure out how to create artificial intelligence, as I don’t think intelligence is a prerequisite for consciousness, its an attribute of more sophisticated conscious systems that allows us to interact with and view the internal model more directly than observing the raw behavior of the system.

Artificial Intelligence 72

Artificial Intelligence Energy Monitoring Systems 72

Tech News Gather

JULY 18, 2023

All in all, healthcare apps are essential tools that can help doctors streamline their healthcare services and offer patients the flair of well-being in a convenient and accessible way; additionally, contemporary technologies such as Artificial Intelligence and Machine Learning have boosted the efficacy of apps in various ways.

Healthcare 52

Healthcare Social Media Development Artificial Intelligence 52

Adrian Cockcroft

JUNE 29, 2019

This is different to the question of whether we can figure out how to create artificial intelligence, as I don’t think intelligence is a prerequisite for consciousness, its an attribute of more sophisticated conscious systems that allows us to interact with and view the internal model more directly than observing the raw behavior of the system.

Artificial Intelligence 52

Artificial Intelligence Energy Monitoring Open Source 52

CSS - Tricks

MARCH 13, 2019

Another strategy for handling dynamic images is to crop them intelligently to avoid deleting important content and refocus on (or re-center) the primary content. However, you can take advantage of the artificial intelligence offered by open-source tools or SaaS companies that specialize in image management.

Media 72

Media Artificial Intelligence Strategy Open Source 72

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

O'Reilly

SEPTEMBER 19, 2023

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. Most of the Monte Carlo simulations I’ve seen are of the hand-rolled variety.

Hardware 98

Hardware Storage Big Data Blockchain 98

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. They may not know how to plug in the right thing, or they don’t know how to interpret the answer.” Others mentioned ethical objections to AI.

Programming 61

Programming Education Code Strategy 61

O'Reilly

JANUARY 16, 2024

Speech recognition errors : ChatGPT’s speech recognition system (presumably based on OpenAI’s open-source Whisper model ) is very good, but it does at times misinterpret what I’m saying. What’s stranger is that sometimes it thinks I said something when I didn’t, maybe because it picked up on background rumbles in my car.

Entertainment 73

Entertainment Internet Internet Design 73

O'Reilly

JULY 25, 2023

I guessed that maybe ChatGPT only knew about v2 since it was trained on open-source code from before September 2021 (its knowledge cutoff date) and v2 was the dominant format before that date. And ChatGPT didn’t warn me about this.

Programming 98

Programming Code Design Benchmarking 98

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