Dynatrace

SEPTEMBER 21, 2022

Additionally, 60% report spending much of their time building and maintaining automation code. While creating automation scripts might be an effective short-term solution, it requires long-term maintenance and code updates, which become more complicated as environments become more complex.

Artificial Intelligence 264

Artificial Intelligence Benchmarking DevOps Engineering 264

Dynatrace

OCTOBER 2, 2023

Likewise, refactoring and rewriting code takes a lot of time and effort. In fact, it can be difficult to make code changes that won’t disrupt the entire system. Monitor the application before, during, and after migration Migrating and changing code can be a tricky business. Migration is time-consuming and involved.

Architecture 278

Architecture Artificial Intelligence Cloud Open Source 278

Dynatrace

NOVEMBER 8, 2021

Artificial intelligence for IT operations (AIOps) for applications. Your APM tool should help you establish performance benchmarks, so you can understand what good performance looks like. The right APM tool will also help you keep a close eye on application transactions along with their business context and code-level detail.

Artificial Intelligence 246

Artificial Intelligence Monitoring Infrastructure Cloud 246

O'Reilly

MARCH 25, 2025

Evaluation : How do we evaluate such systems, especially when outputs are qualitative, subjective, or hard to benchmark? This is often surprising to engineers coming from traditional software or data infrastructure backgrounds who may not be used to thinking about validation plans until after the code is written. How do we do so?

Systems 69

Systems Development Tuning Monitoring 69

Abhishek Tiwari

DECEMBER 13, 2017

Jeff is a Google Senior Fellow in the Google Brain team and widely known as a pioneer in artificial intelligence (AI) and deep learning community. The benchmarking was performed using 3 real-world data sets (weblogs, maps, and web-documents), and 1 synthetic dataset (lognormal).

Artificial Intelligence 40

Artificial Intelligence Hardware Google Benchmarking 40

O'Reilly

OCTOBER 18, 2022

In particular, NIST’s SP1270 Towards a Standard for Identifying and Managing Bias in Artificial Intelligence , a resource associated with the draft AI RMF, is extremely useful in bias audits of newer and complex AI systems. For audit results to be recognized, audits have to be transparent and fair.

Artificial Intelligence 144

Artificial Intelligence Government Healthcare Metrics 144

O'Reilly

JULY 25, 2023

If you’re reading this, chances are you’ve played around with using AI tools like ChatGPT or GitHub Copilot to write code for you. So far I’ve read a gazillion blog posts about people’s experiences with these AI coding assistance tools. or “ha look how incompetent it is … it couldn’t even get my simple question right!”

Programming 98

Programming Code Design Benchmarking 98