Dynatrace

OCTOBER 17, 2022

Artificial intelligence for IT operations, or AIOps, combines big data and machine learning to provide actionable insight for IT teams to shape and automate their operational strategy. Let’s assume the operating system hosting the search service is also running another process independently that consumes significant CPU.

DevOps 202

DevOps Artificial Intelligence Healthcare Innovation 202

Dynatrace

JUNE 4, 2021

Buzz words are ever omnipresent within technology and, of course, the APM space is no different. Observability is there to provide us the means to obtain knowledge from these metrics to truly understand the application, what’s happening inside a system, and its performance, much like a whisky. Dynatrace news. Observability.

Artificial Intelligence 143

Artificial Intelligence Metrics Monitoring Innovation 143

O'Reilly

DECEMBER 12, 2023

What should copyright law mean in the age of artificial intelligence? If we published someone’s currency conversion software in a book or training course and our language model reproduces it in response to a question, we can attribute that to the original source and allocate royalties appropriately. How do we make sense of this?

Artificial Intelligence 99

Artificial Intelligence Media Google Processing 99

Dynatrace

DECEMBER 16, 2019

Our good intentions promise that we’ll revisit the shortcomings later—but of course “later” rarely arrives. Even small amounts of technical debt compound as new code branches from old, further embedding the shortcomings into the system. Machine learning systems work—often quite well—through correlation, not causation.

Artificial Intelligence 151

Artificial Intelligence Traffic Efficiency Innovation 151

Dynatrace

MAY 4, 2021

Of course, it’s one thing to recognize business IT blind spots; it’s another to effectively address these issues at scale. Limited visibility and tool sprawl are just two reasons CIOs are calling for a radically different approach to infrastructure monitoring. AIOps can help. AI powers cloud visibility.

Infrastructure 186

Infrastructure Monitoring Artificial Intelligence Cloud 186

Dynatrace

SEPTEMBER 3, 2020

AIOps is the terminology that indicates the use of, typically, machine learning (ML) based artificial intelligence to cut through the noise in IT operations, specifically incident handling and management. And of course, this type of information needs to be available to the AI and therefore be part of the entity. Dynatrace news.

Software 264

Software Software Artificial Intelligence Metrics 264

Scalegrid

JANUARY 11, 2024

Of course, this is only true if the native solutions are used within the corresponding environment. There is a wide selection of advanced solutions available for cloud monitoring, including various choices for ensuring top-notch security in your organization’s systems. </p>

Best Practices 130

Best Practices Cloud Monitoring Strategy 130

O'Reilly

OCTOBER 18, 2022

A recently passed law in New York City requires audits for bias in AI-based hiring systems. AI systems fail frequently, and bias is often to blame. These examples of denigration and stereotyping are troubling and harmful, but what happens when the same types of systems are used in more sensitive applications? Data can be wrong.

Artificial Intelligence 115

Artificial Intelligence Government Healthcare Metrics 115

Dynatrace

JUNE 1, 2020

However, with today’s highly connected digital world, monitoring use cases expand to the services, processes, hosts, logs, networks, and of course end-users that access these applications – including your customers and employees. Websites, mobile apps, and business applications are typical use cases for monitoring. Performance monitoring.

Monitoring 132

Monitoring Performance Social Media Artificial Intelligence 132

All Things Distributed

SEPTEMBER 4, 2017

In the case of artificial intelligence (AI) and machine learning (ML), this is different. Many are uncomfortable with the idea that an artificial intelligence exists alongside human intelligence. Artificial intelligence helps to satisfy the customer. That is understandable.

Artificial Intelligence 147

Artificial Intelligence Transportation Education Airlines 147

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

O'Reilly

APRIL 5, 2023

The notion that artificial intelligence will help us prepare for the world of tomorrow is woven into our collective fantasies. Imagine, she says, an edtech system with an AI that poses increasingly difficult questions to students based on their ability to answer previous questions correctly.

Artificial Intelligence 109

Artificial Intelligence Energy Government Virtualization 109

The Agile Manager

FEBRUARY 29, 2020

Nokia hired a manager from Microsoft to wed the handset business to any alternative mobile operating system to iOS that wasn't made by Google. It must be willing to give up on long-held beliefs, change its course of action when the data tells it that it must, and face the future with a confidence borne of facts and not conjecture.

Artificial Intelligence 52

Artificial Intelligence Social Media Automotive Mobile 52

O'Reilly

APRIL 9, 2024

Generative AI can generate tests, of course—at least it can generate unit tests, which are fairly simple. Integration tests (tests of multiple modules) and acceptance tests (tests of entire systems) are more difficult. Security is yet another issue: is an AI system able to red-team an application? Of stepped reward systems.

Games 76

Games Programming Testing Code 76

Dynatrace

JUNE 1, 2021

Practitioners use APM to ensure system availability, optimize service performance and response times, and improve user experiences. Even a conflict with the operating system or the specific device being used to access the app can degrade an application’s performance. APM’s many forms.

Monitoring 148

Monitoring Mobile Social Media Artificial Intelligence 148

O'Reilly

SEPTEMBER 12, 2023

OS X, which used to trumpet “It just works,” has evolved to “it used to just work”; the most user-centric Unix-like system ever built now staggers under the load of new and poorly thought-out features. One advantage of computers, of course, is that they don’t care about complexity. (Could Git’s complexity be managed better?

Software 120

Software Software Development Programming 120

O'Reilly

NOVEMBER 28, 2023

And of course, companies that don’t use AI don’t need an AI use policy. The field may have evolved from traditional statistical analysis to artificial intelligence, but its overall shape hasn’t changed much. Users also need to know how to create a prompt for an AI system that will generate a useful answer.

Open Source 106

Open Source Artificial Intelligence Google Infrastructure 106

O'Reilly

JANUARY 16, 2024

I’ve recently been brainstorming ideas for how to design such a system and how to deal with the practical challenges of scaling and maintenance. 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.

Entertainment 72

Entertainment Internet Internet Design 72

O'Reilly

FEBRUARY 18, 2020

This year’s growth in Python usage was buoyed by its increasing popularity among data scientists and machine learning (ML) and artificial intelligence (AI) engineers. Infrastructure and ops usage was the fastest growing sub-topic under the generic systems administration topic.

Software Architecture 132

Software Architecture DevOps Data Engineering Architecture 132

O'Reilly

MARCH 23, 2023

It can pretend to be an operating system. GPT-4’s limits are larger: 8192 tokens for all users, though it’s possible for paid users to increase the context window to 32768 tokens—for a price, of course. Of course, the list is much longer—probably infinitely long, limited only by your imagination. Or a text adventure game.

Google 103

Google Open Source Programming Code 103

O'Reilly

JUNE 27, 2023

Because most of those have been deployed in such a way that they are only communicating with trusted internal systems. It’s tempting to keep your plans under wraps—nobody likes being told to slow down or change course on their special project—but there are several people in your company who can help you steer clear of trouble.

Social Media 88

Social Media Media Website Database 88

All Things Distributed

MAY 21, 2018

Which human activities can be taken over by machines or ML-based systems? And artificial intelligence makes it possible to break down tasks in such a way that everyone contributes what he or she can do best. Of course, responsibilities and organizations will change as a result of these developments.

Artificial Intelligence 76

Artificial Intelligence Technology Technology IoT 76

O'Reilly

DECEMBER 2, 2019

I don’t need more bandwidth for video conferences or movies, but I would like to be able to download operating system updates and other large items in seconds rather than minutes. O’Reilly Artificial Intelligence Conference in San Jose , March 15-18, 2020. That’s a problem that’s eminently solvable.

Wireless 53

Wireless Serverless IoT Artificial Intelligence 53