Dynatrace

AUGUST 23, 2023

Tracy Bannon , Senior Principal/Software Architect and DevOps Advisor at MITRE , is passionate about DevSecOps and the potential impact of artificial intelligence (AI) on software development. That’s why Bannon is demystifying artificial intelligence, helping them break through the fear, uncertainty, and doubt.

Artificial Intelligence 178

Artificial Intelligence Innovation Tuning DevOps 178

Dynatrace

JANUARY 30, 2024

Is artificial intelligence (AI) here to steal government employees’ jobs? Tune in to the full episode for more insights from Patrick Johnson, director of the DoD’s Cyber Workforce Management Directorate. Can embracing AI really make life easier? There is a lot of concern about AI taking jobs away from humans.

Artificial Intelligence 210

Artificial Intelligence Government Innovation Tuning 210

Dynatrace

MARCH 26, 2024

The artificial intelligence (AI) age has arrived and the public sector is steadily moving forward with AI advancements. Tune in to the full episode for more insights from Dr. Amy Hamilton, the visiting faculty chair for the DOE at National Defense University and the DOE’s senior cybersecurity advisor for policy and programs.

Government 191

Government Artificial Intelligence Energy Education 191

Dynatrace

DECEMBER 7, 2023

The episode focused on IT’s biggest hot topic: artificial intelligence (AI). Tune in to Episode 70 , Episode 71, and Episode 72 to hear all of the insights from this terrifying, but really informative series!

Government 200

Government Infrastructure Artificial Intelligence Best Practices 200

Dynatrace

APRIL 3, 2023

When the UK Home Office first shut down these programs, the artificial intelligence-based tools had to adapt to the environment disappearing overnight. Tune in to the full episode to learn more about the UK Home Office’s cloud journey and how Dimitris navigates this large-scale environment to deliver essential services efficiently.

Efficiency 201

Efficiency Social Media Artificial Intelligence Cloud 201

Dynatrace

JANUARY 18, 2024

Explainable AI is an aspect of artificial intelligence that aims to make AI more transparent and understandable, resulting in greater trust and confidence from the teams benefitting from the AI. What is explainable AI, and why is it essential?

Artificial Intelligence 220

Artificial Intelligence Healthcare Government Technology 220

Dynatrace

JUNE 22, 2023

Follow the Tech Transforms podcast Follow Tech Transforms on Twitter , LinkedIn , Instagram, and Facebook to get the latest updates on new episodes!

Artificial Intelligence 130

Artificial Intelligence Cloud Systems Tuning 130

Dynatrace

JULY 2, 2019

Once the failure is detected, Davis our artificial intelligence engine will decide whether the issue should be reported or not. How to fine-tune failure detection. The post How to fine tune failure detection appeared first on Dynatrace blog. Dynatrace is far cleverer on how it detects failures and does it automatically!

Tuning 116

Tuning Artificial Intelligence Code Java 116

Dynatrace

JULY 6, 2022

Expect to spend time fine-tuning automation scripts as you find the right balance between automated and manual processing. While automating IT processes without integrated AIOps can create challenges, the approach to artificial intelligence itself can also introduce potential issues.

Artificial Intelligence 197

Artificial Intelligence Tuning Strategy Big Data 197

O'Reilly

APRIL 4, 2024

In the case of artificial intelligence, training large models is indeed expensive, requiring large capital investments. They can fine-tune these smaller models for specific problem domains, allowing trusted content providers (like my own company’s O’Reilly Answers and related AI-generated services) to profit from our own expertise.

Artificial Intelligence 62

Artificial Intelligence Open Source Innovation Transportation 62

Dynatrace

JULY 22, 2019

Use the Artificial Intelligence”, it is not a Jedi Trick. If you want to understand how Dynatrace detects errors, read my other blog on how to fine-tune it ! Dynatrace news. Old School monitoring. I have worked on many accounts where Dynatrace replaced tools such as Nagios and Solarwinds. That’s another big cultural change!

Best Practices 165

Best Practices Artificial Intelligence Monitoring Tuning 165

Scalegrid

JANUARY 11, 2024

In upcoming developments, we can anticipate a greater reliance on artificial intelligence (AI) and machine learning for effective cloud security monitoring. This way, relevant information can easily be accessed, allowing swift responses against possible external attacks or internal threats.

Best Practices 130

Best Practices Cloud Monitoring Strategy 130

Enprowess

MAY 10, 2018

As Artificial intelligence and Machine learning are in action now, there are various APIs and libraries available with Java too. Transfer learning by taking a pre-trained model and fine-tuning it for another task. With Liferay (integration or in Liferay context), we can look forward to…. Training a model with updates.

Artificial Intelligence 52

Artificial Intelligence Open Source Google Java 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 Open Source 72

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

Dynatrace

NOVEMBER 24, 2020

To bring higher-quality information to Well-Architected Reviews and to establish a strategic advanced observability solution to support the Well-Architected Framework 5-pillars, Dynatrace offers a fully automated, software intelligence platform powered by Artificial Intelligence. Stay tuned.

AWS 147

AWS Artificial Intelligence Best Practices Lambda 147

O'Reilly

NOVEMBER 14, 2023

After his images were removed from Stable Diffusion’s training data, fans developed an alternate model that was tuned to produce images in Rutkowski’s style. While that’s certainly a strong sign of ongoing popularity, it is important to think about the consequences.

Social Media 86

Social Media Innovation Media Tuning 86

Dynatrace

OCTOBER 2, 2023

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. With real-time observability, teams can easily plan their migration and fine-tune performance as they migrate microservices.

Architecture 240

Architecture Artificial Intelligence Cloud Open Source 240

InfoQ

APRIL 15, 2024

At the QCon London 2024 conference, Félix GV from LinkedIn discussed the AI/ML platform powering the company’s products. He specifically delved into Venice DB, the NoSQL data store used for feature persistence. The presenter shared the lessons learned from evolving and operating the platform, including cluster management and library versioning.

Artificial Intelligence 103

Artificial Intelligence Big Data Data Engineering Latency 103

O'Reilly

JANUARY 16, 2024

Overly-agreeable artificial tone : Lastly, it’s still ChatGPT under the hood, so all the regular limitations of ChatGPT apply here. Most notably, ChatGPT is tuned to be overly-friendly and overly-agreeable (sounding like a customer service agent) so it will simply go along with whatever you assert.

Entertainment 74

Entertainment Internet Internet Design 74

Dynatrace

JANUARY 26, 2021

Powerful artificial intelligence automatically consolidates meaningful data to flag slowdowns and pinpoint root causes for quick remediation. Dynatrace connects directly to serverless platforms through a single no-configuration agent, OneAgent.

Serverless 245

Serverless Efficiency Lambda Azure 245

Dynatrace

NOVEMBER 15, 2021

Log analysis can reveal potential bottlenecks and inefficient configurations so teams can fine-tune system performance. As solutions have evolved to leverage artificial intelligence, the variety of use cases has extended beyond break-fix scenarios to address a wide range of technology and business concerns.

Analytics 217

Analytics Monitoring Artificial Intelligence DevOps 217

O'Reilly

NOVEMBER 28, 2023

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.) We’ve never seen adoption proceed so quickly.

Open Source 109

Open Source Artificial Intelligence Google Infrastructure 109

O'Reilly

FEBRUARY 13, 2024

I’m sure the monopolists would say “of course, those can be built by fine tuning our foundation models”; but do we know whether that’s the best way to build those applications? Will it be possible to develop specialized applications (for example, O’Reilly Answers) that require training on a specific dataset?

Open Source 94

Open Source Strategy Government Tuning 94

O'Reilly

SEPTEMBER 19, 2023

You can download these models to use out of the box, or employ minimal compute resources to fine-tune them for your particular task. You see the extreme version of this pretrained model phenomenon in the large language models (LLMs) that drive tools like Midjourney or ChatGPT.

Hardware 99

Hardware Storage Big Data Blockchain 99

O'Reilly

JULY 25, 2023

With the proper prompting and fine-tuning, I’m sure they can do much better here, and organizations like Khan Academy are already customizing GPT-4 to become a personalized tutor. I’m excited to see how things progress in this fast-moving space in the coming months and years.

Programming 98

Programming Code Design Benchmarking 98

All Things Distributed

NOVEMBER 30, 2016

Effectively applying AI involves extensive manual effort to develop and tune many different types of machine learning and deep learning algorithms (e.g. automatic speech recognition, natural language understanding, image classification), collect and clean the training data, and train and tune the machine learning models.

AWS 166

AWS Lambda Artificial Intelligence Mobile 166