Scalegrid

JANUARY 11, 2024

Key Takeaways Cloud security monitoring is a comprehensive approach involving both manual and automated processes to oversee servers, applications, platforms, and websites, using tools that are customized to fit unique cloud architectures. Get ready for actionable insights that balance technical depth with practical advice.

Best Practices 130

Best Practices Cloud Monitoring Strategy 130

Dynatrace

JULY 22, 2019

Use the Artificial Intelligence”, it is not a Jedi Trick. Dynatrace automatically detects processes and services and will observe their behaviour. A frequent issue, in simple terms, would detect that a machine reaches 100% CPU each time a batch process runs at midnight and won’t alert once it learnt this pattern.

Best Practices 164

Best Practices Artificial Intelligence Monitoring Tuning 164

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

O'Reilly

NOVEMBER 14, 2023

Arne Eigenfeldt, writing about music, says that “it takes true creativity to produce something outside the existing paradigm,” and that the “music industry has been driven by style-replicating processes for decades.” ” AI that merely mixes and matches style is uninteresting.

Social Media 85

Social Media Innovation Media Tuning 85

Dynatrace

NOVEMBER 24, 2020

Tracking changes to automated processes, including auditing impacts to the system, and reverting to the previous environment states seamlessly. The ultimate goal of each of these reviews is to identify gaps, quantify risk, and develop recommendations for improving the team, processes, and architecture with each of the five pillars.

AWS 144

AWS Artificial Intelligence Best Practices Lambda 144

Dynatrace

OCTOBER 2, 2023

It is better to consider refactoring as part of the application transformation process before migrating, if possible. Repeat this process throughout the different environments before development, staging, release, and production. Use SLAs, SLOs, and SLIs as performance benchmarks for newly migrated microservices.

Architecture 232

Architecture Artificial Intelligence Cloud Open Source 232

O'Reilly

JANUARY 16, 2024

Whenever I paused for too long, ChatGPT would interpret what I said so far as my request and start processing it. There’s a click sound when it starts processing my request, but then I may need to wait a few seconds in silence before hearing a response … maybe it’s only one second or maybe it’s five seconds.

Entertainment 73

Entertainment Internet Internet Design 73

Dynatrace

JANUARY 26, 2021

REST APIs, authentication, databases, email, and video processing all have a home on serverless platforms. The Serverless Process. The average request is handled, processed, and returned quickly. Data usage, request handling, and processing time accumulate. Services scale to meet demand.

Serverless 244

Serverless Efficiency Lambda Azure 244

Dynatrace

NOVEMBER 15, 2021

Logs can include data about user inputs, system processes, and hardware states. Log monitoring is a process by which developers and administrators continuously observe logs as they’re being recorded. Log analytics is the process of evaluating and interpreting log data so teams can quickly detect and resolve issues.

Analytics 209

Analytics Monitoring Artificial Intelligence DevOps 209

O'Reilly

NOVEMBER 28, 2023

Users and Nonusers AI adoption is in the process of becoming widespread, but it’s still not universal. Until AI reaches 100%, it’s still in the process of adoption. Automating the process of building complex prompts has become common, with patterns like retrieval-augmented generation (RAG) and tools like LangChain.

Open Source 108

Open Source Artificial Intelligence Google Infrastructure 108

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. These approaches vary some parameters, run the process a few million times, and give us a nice curve that shows how often the answer is (or, “is not”) close to that $744k.

Hardware 99

Hardware Storage Big Data Blockchain 99

O'Reilly

JULY 25, 2023

And since this setup process was so new to me, I had a hard time thinking about how to phrase my questions. 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.

Programming 98

Programming Code Design Benchmarking 98

All Things Distributed

NOVEMBER 30, 2016

There are many more application areas where we use ML extensively: search, autonomous drones, robotics in fulfillment centers, text processing and speech recognition (such as in Alexa) etc. Effectively applying AI involves extensive manual effort to develop and tune many different types of machine learning and deep learning algorithms (e.g.

AWS 165

AWS Lambda Artificial Intelligence Mobile 165