Dynatrace

MAY 27, 2022

As a result, many IT teams are turning to artificial intelligence for IT operations (AIOps) , which integrates AI into operations to automate systems across the development lifecycle. It turns out a colleague has been adding new records to the database without archiving old ones. An example of service self-healing using Ansible.

Artificial Intelligence 246

Artificial Intelligence Innovation Servers Database 246

Dynatrace

FEBRUARY 10, 2022

And it is fueled by AIOps, or artificial intelligence for IT operations , which provides contextualized data—without the time-consuming need to train data with machine learning. Consider a true self-driving car as an example of how this software intelligence works.

Artificial Intelligence 260

Artificial Intelligence Performance Innovation Speed 260

Dynatrace

JANUARY 26, 2021

REST APIs, authentication, databases, email, and video processing all have a home on serverless platforms. Security, databases, and programming languages effortlessly remain up to date and secure in the serverless model. Serverless resources are highly flexible and are customized based on the application. Services scale to meet demand.

Serverless 246

Serverless Efficiency Lambda Azure 246

Dynatrace

MARCH 22, 2023

Numerous organizations offer databases of these weaknesses, such as the Snyk Intel Vulnerability Database. The OWASP also has an extensive list of free tools for open source vulnerability detection.

Open Source 246

Open Source Artificial Intelligence Internet Internet 246

Dynatrace

DECEMBER 22, 2021

A database could start executing a storage management process that consumes database server resources. It must provide analysis tools and artificial intelligence to sift through data to identify and integrate what’s most important. The key is knowing what is the root cause of the performance issue.

Artificial Intelligence 245

Artificial Intelligence Metrics Architecture DevOps 245

Dynatrace

OCTOBER 2, 2023

Because monolithic applications combine database, client-side interfaces, and server-side application elements in a single executable, they’re difficult to understand, even for their own administrators. Transforming an application from monolith to microservices-based architecture can be daunting, and knowing where to start can be difficult.

Architecture 278

Architecture Artificial Intelligence Cloud Open Source 278

Percona

DECEMBER 14, 2023

Will 2023 be called the year of Generative Artificial Intelligence (AI)? I played a bit with ChatGPT in February to see how it would respond to random database-related inquiries, and I found it pretty impressive and annoying at the same time. Enhanced Downgrade Compatibility: MongoDB 7.0 OK, it was time to question the reply.

Database 107

Database Artificial Intelligence Servers Operating System 107

Dynatrace

JUNE 1, 2020

The variables that can impact the performance of an application vary; from coding errors or ‘bugs’ in the software, database slowdowns, hosting and network performance, to operating system and device type support. And I’m sure we’ve all experienced frustration when an application crashes, is slow to load, or doesn’t load at all.

Monitoring 173

Monitoring Performance Social Media Artificial Intelligence 173

O'Reilly

NOVEMBER 19, 2024

Store these chunks in a vector database, indexed by their embedding vectors. The various flavors of RAG borrow from recommender systems practices, such as the use of vector databases and embeddings. Here’s a simple rough sketch of RAG: Start with a collection of documents about a domain. Split each document into chunks.

Open Source 127

Open Source Database Entertainment Healthcare 127

KeyCDN

FEBRUARY 22, 2023

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. Source: web.dev 2.

Artificial Intelligence 111

Artificial Intelligence Development Serverless Website 111

All Things Distributed

JUNE 30, 2017

When we set out to build Amazon Connect, we thought deeply about how artificial intelligence could be applied to improve the customer experience. AWS Lambda functions made the corresponding calls to the database and scheduling software, making sure that the interaction happened quickly and at extremely low cost.

Artificial Intelligence 115

Artificial Intelligence Lambda AWS Virtualization 115

Dynatrace

JANUARY 6, 2020

But what if the root cause were not CPU resources, but a problem with serial threaded code, or with a database lock, or with inefficient garbage collection? In our final blog in this three-part series, we’ll revisit the contrast between machine learning and artificial intelligence systems that we hinted at in part one.

Artificial Intelligence 172

Artificial Intelligence Efficiency Analytics Innovation 172

O'Reilly

JANUARY 21, 2025

Alex Strick van Linschoten and the team at ZenML have recently compiled a database of 400+ (and growing!) But the critical business logiclike querying databases, checking stock, and determining resolutionslives in predefined workflows. LLM deployments in the enterprise. Security : Sensitive operations are tightly controlled.

Software Engineering 119

Software Engineering Efficiency Engineering Systems 119

Dynatrace

JULY 2, 2019

Once the failure is detected, Davis our artificial intelligence engine will decide whether the issue should be reported or not. A small number of HTTP 500 errors in red were detected due to a connectivity issue with the database. Dynatrace is far cleverer on how it detects failures and does it automatically!

Tuning 147

Tuning Artificial Intelligence Code Java 147

O'Reilly

APRIL 2, 2025

And now, of course, given reports that Meta has trained Llama on LibGen, the Russian database of pirated books, one has to wonder whether OpenAI has done the same. Like Meta, OpenAI may have trained on databases of pirated books. ( Sam said he hadnt thought about that, but that the idea was very interesting and that hed get back to me.

Internet 98

Internet Internet Google Testing 98

Scalegrid

JANUARY 21, 2025

Redis Monitoring Essentials Ensuring the performance, reliability, and safety of a Redis database requires active monitoring. With these essential support systems in place, you can effectively monitor your databases with up-to-date data about their health and functioning status at all times.

Strategy 130

Strategy Monitoring Latency DevOps 130

O'Reilly

JANUARY 6, 2020

They’re about learning to program in a professional context—working with a web platform, a database, or even an AI platform—but not about developing those platforms or databases. They’re more like vocational education programs: They’re focused on practice, with minimal emphasis on theory.

Programming 98

Programming Artificial Intelligence Education Games 98

High Scalability

JUNE 22, 2018

using them to respond to storage events on s3 or database events or auth events is super easy and powerful. . $40 million : Netflix monthly spend on cloud services; 5% : retention increase can increase profits 25%; 50+% : Facebook's IPv6 traffic from the U.S, ” at a journalist on the car radio before slamming it off.

Internet 113

Internet Internet Scalability Artificial Intelligence 113

Scalegrid

DECEMBER 21, 2023

Redis® Monitoring Essentials Ensuring the performance, reliability, and safety of a Redis® database requires active monitoring. With these essential support systems in place, you can effectively monitor your databases with up-to-date data about their health and functioning status at all times.

Strategy 130

Strategy Monitoring Latency DevOps 130

Dynatrace

JUNE 1, 2021

Causes can run the gamut — from coding errors to database slowdowns to hosting or network performance issues. Telemetry data from a serverless environment is quite different from a database or a virtual machine (VM), for example, but a business still needs to normalize and centrally manage all the information as it comes in.

Monitoring 165

Monitoring Mobile Social Media Open Source 165

O'Reilly

MARCH 26, 2024

It takes the prompt and just returns one of the most similar “training documents” it has in its database, verbatim. .” It looks like a bug, but it’s just the LLM doing what it always does. At the other end of the extreme consider a search engine. An LLM is 100% dreaming and has the hallucination problem.

Artificial Intelligence 129

Artificial Intelligence Social Media Google Internet 129

Scalegrid

JANUARY 12, 2024

Simply put, it’s the set of computational tasks that cloud systems perform, such as hosting databases, enabling collaboration tools, or running compute-intensive algorithms. Utilizing cloud platforms is especially useful in areas like machine learning and artificial intelligence research. What is workload in cloud computing?

Cloud 130

Cloud Virtualization Storage Efficiency 130

Scalegrid

FEBRUARY 8, 2024

At its core, a distributed storage system comprises three main components: a controller for managing the system’s operations, an internal datastore where information is held, and databases geared towards ensuring scalability, partitioning capabilities, and high availability for all types of data. Is NTFS a distributed file system?

Storage 130

Storage Systems Big Data Azure 130

O'Reilly

DECEMBER 12, 2023

What should copyright law mean in the age of artificial intelligence? This may be too much information, but this process generally works by generating “embeddings” for the company’s documentation; storing those embeddings in a vector database; and retrieving the documents that have embeddings similar to the user’s original question.

Artificial Intelligence 134

Artificial Intelligence Media Google Processing 134

Scalegrid

MARCH 14, 2024

Workloads from web content, big data analytics, and artificial intelligence stand out as particularly well-suited for hybrid cloud infrastructure owing to their fluctuating computational needs and scalability demands. Ready to take your database management to the next level with ScaleGrid’s cutting-edge solutions?

Strategy 130

Strategy Cloud Artificial Intelligence Infrastructure 130

O'Reilly

AUGUST 8, 2023

It’s a widely used platform for building applications that generate queries programmatically and that connects LLMs with each other, with databases, and with other software. 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.

Artificial Intelligence 98

Artificial Intelligence Programming Open Source Games 98

Scalegrid

JANUARY 8, 2024

For example, an application could use on-premises databases while also having access to ‘cloud bursting’ capabilities during times of high demand. This article will focus on the technology behind ScaleGrid’s Database-as-a-Service (DBaaS) solutions and how they align with multi-cloud and hybrid cloud structures.

Cloud 147

Cloud Strategy Scalability Artificial Intelligence 147

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. These include real-time alerting features and a specialized dashboard that provides crucial database and OS metrics.

Best Practices 130

Best Practices Cloud Monitoring Strategy 130

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. Worse yet, the AI’s bias would likely find its way into the system’s database and follow the students from one class to the next. That’s because AI algorithms are trained on data.

Artificial Intelligence 123

Artificial Intelligence Energy Government Virtualization 123

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. relational database,” “Oracle database solutions,” “Hive,” “database administration,” “data models,” “Spark”—declined in usage, year-over-year, in 2019.

Software Architecture 145

Software Architecture DevOps Data Engineering Architecture 145

KeyCDN

MARCH 14, 2019

Customer Service Chatbots Speaking of which, artificial intelligence has evolved to the point that bots can answer customers’ questions and solve problems more efficiently than humans. If you have a large database of user information stored on your servers, consider introducing multi-factor identification.

Development 101

Development Blockchain Serverless Social Media 101

Testsigma

DECEMBER 20, 2019

Artificial Intelligence (AI) is one such technology that has made a substantial contribution to automation in general. Manual testers check log files, external services, and databases for errors, moreover, they record their findings. Artificial Intelligence (AI): A brief introduction.

Artificial Intelligence 54

Artificial Intelligence Testing Healthcare Innovation 54

O'Reilly

NOVEMBER 28, 2023

If we asked whether their companies were using databases or web servers, no doubt 100% of the respondents would have said “yes.” And there are tools for archiving and indexing prompts for reuse, vector databases for retrieving documents that an AI can use to answer a question, and much more.

Open Source 137

Open Source Google Artificial Intelligence Infrastructure 137

O'Reilly

JUNE 11, 2024

Another AI model that has access to a database of our platform’s content to generate “candidate” documents. When anything is added to the platform, it is added to the database from which relevant content is chosen. We can compensate our talent because we know what data was used to build the answer. With RAG, adding content is trivial.

Design 136

Design Open Source Database Programming 136

O'Reilly

JUNE 18, 2024

The data to answer hyperlocal questions about topics like fertilization and pest management exists but it’s spread across many databases with many owners: governments, NGOs, and corporations, in addition to local knowledge about what works.

Social Media 127

Social Media Open Source Government Azure 127

O'Reilly

JUNE 27, 2023

When a person clicked “submit,” the website would pass that form data through some backend code to process it—thereby sending an e-mail, creating an order, or storing a record in a database. With a SQL injection attack, you can “escape” certain characters so that the database doesn’t give them special treatment.

Social Media 128

Social Media Media Website Database 128

O'Reilly

FEBRUARY 18, 2025

Vector Database A special database for storing and searching embeddings They store embeddings of text, images, and more, so you can search by meaning. Transformer A type of AI model using attention to understand language They are the main type of model used in generative AI today, like the ones that power chatbots and language tools.

Latency 66

Latency Tuning Metrics Testing 66