Dynatrace

MARCH 22, 2023

Identification and authentication failures Unauthorized users can access a system because of weak security or session management functions. Security logging and monitoring failures Attackers often lurk inside compromised systems for weeks or months. However, scans often turn up far more vulnerabilities than a security team can address.

Open Source 194

Open Source Artificial Intelligence Internet Internet 194

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

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

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. For example, a typical use case involves a web server running an analytics and reporting system. An example of the self-healing web.

Artificial Intelligence 183

Artificial Intelligence Innovation Servers Database 183

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. In fact, it can be difficult to make code changes that won’t disrupt the entire system.

Architecture 228

Architecture Artificial Intelligence Cloud Open Source 228

Scalegrid

MARCH 14, 2024

Understanding Hybrid Cloud Strategy A hybrid cloud merges the capabilities of public and private clouds into a singular, coherent system. Integrating Existing Systems When selecting a tool for integrating a hybrid cloud, evaluating several key aspects is important. The tool must be compatible with your current systems.

Strategy 130

Strategy Cloud Artificial Intelligence Infrastructure 130

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. Such demanding use cases place a great value on systems capable of fast and reliable execution, a need that spans across various industry segments.

Cloud 130

Cloud Virtualization Storage Efficiency 130

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.

Artificial Intelligence 181

Artificial Intelligence Social Media Monitoring IoT 181

Dynatrace

DECEMBER 22, 2021

Complex information systems fail in unexpected ways. Observability gives developers and system operators real-time awareness of a highly distributed system’s current state based on the data it generates. With observability, teams can understand what part of a system is performing poorly and how to correct the problem.

Artificial Intelligence 175

Artificial Intelligence Metrics Architecture DevOps 175

Dynatrace

JANUARY 26, 2021

Traditional computing models rely on virtual or physical machines, where each instance includes a complete operating system, CPU cycles, and memory. REST APIs, authentication, databases, email, and video processing all have a home on serverless platforms. The provider is essentially your system administrator.

Serverless 242

Serverless Efficiency Lambda Azure 242

Scalegrid

JANUARY 11, 2024

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. In upcoming developments, we can anticipate a greater reliance on artificial intelligence (AI) and machine learning for effective cloud security monitoring.

Best Practices 130

Best Practices Cloud Monitoring Strategy 130

Dynatrace

FEBRUARY 10, 2022

But as they turn to cloud environments to develop new products and manage IT infrastructure, they have introduced a host of complex systems that need to be managed and secured. Consider a true self-driving car as an example of how this software intelligence works.

Artificial Intelligence 183

Artificial Intelligence Performance Innovation Speed 183

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 110

Artificial Intelligence Social Media Google Internet 110

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.

Strategy 147

Strategy Cloud Scalability Artificial Intelligence 147

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 132

Monitoring Performance Social Media Artificial Intelligence 132

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 101

Artificial Intelligence Media Google Processing 101

All Things Distributed

JUNE 30, 2017

Once connected, the systems that power call centers generally don't do a good job of using and sharing available information. When we set out to build Amazon Connect, we thought deeply about how artificial intelligence could be applied to improve the customer experience. AI has incredible potential in this area.

Artificial Intelligence 128

Artificial Intelligence Lambda AWS Virtualization 128

Abhishek Tiwari

JULY 8, 2023

In today's digital landscape, where user experience is paramount, organizations must ensure their applications and systems are functioning optimally at all times. The Evolution of Testing and Monitoring Historically, software testing and system monitoring have been separate processes, each serving distinct purposes.

Monitoring 52

Monitoring Testing Artificial Intelligence Traffic 52

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. And would it give us better and more fruitful ways to think about the interconnections between systems? Mike Loukides. Upcoming events.

Programming 98

Programming Artificial Intelligence Education Games 98

Dynatrace

JANUARY 6, 2020

We also made the point that machine learning systems can improve IT efficiency; speeding analysis by narrowing focus. For machine learning systems, intermittent problems are particularly challenging. Without consistency in the data, the system needs to look harder for possible causes. I’ve picked one.

Artificial Intelligence 144

Artificial Intelligence Efficiency Analytics Innovation 144

Dynatrace

JUNE 1, 2021

Practitioners use APM to ensure system availability, optimize service performance and response times, and improve user experiences. Causes can run the gamut — from coding errors to database slowdowns to hosting or network performance issues. Mobile apps, websites, and business applications are typical use cases for monitoring.

Monitoring 148

Monitoring Mobile Social Media Artificial Intelligence 148

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

OCTOBER 17, 2023

Designing and writing software systems that generate prompts automatically. Designing automated prompting systems is clearly important. It’s arguable whether this should be called “engineering”; at this point, it’s more of an art than an applied science. This is probably the definition that Agarwal has in mind.

Programming 100

Programming Education Engineering Design 100

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 89

Social Media Media Website Database 89

O'Reilly

OCTOBER 31, 2019

It does not mean that cryptography is broken, or that we can achieve general artificial intelligence, or anything of the sort. Most of what we do on our computers—fancy graphics, email, databases, building websites, data analysis, digital signal processing—can’t be done with quantum computing. Upcoming events.

Artificial Intelligence 53

Artificial Intelligence Google Software Architecture Cloud 53

Abhishek Tiwari

DECEMBER 13, 2017

This is a question recently asked and explored by a team of Google researchers led by Jeff Dean with a major focus on database indexes. 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.

Artificial Intelligence 40

Artificial Intelligence Hardware Google Benchmarking 40

O'Reilly

MARCH 12, 2024

Applications have obviously been getting more complex; backends with databases, middleware, and complex front-end frameworks have all become part of our world. More security issues: Whether by “accident” or in response to a malicious prompt, we’ve seen that AI systems can leak users’ data to other parties.

Software 16

Software Software Monitoring Programming 16

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. This follows a 3% drop in 2018.

Software Architecture 134

Software Architecture DevOps Data Engineering Architecture 134

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. How do businesses benefit from AI?

Open Source 108

Open Source Artificial Intelligence Google Infrastructure 108

O'Reilly

MARCH 23, 2023

It can pretend to be an operating system. 2 However, you don’t need to know how Transformers work to use large language models effectively, any more than you need to know how a database works to use a database. That’s a question the legal system has yet to rule on. And some of these things are mind blowing.

Google 104

Google Open Source Programming Code 104

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 110

Artificial Intelligence Energy Government Virtualization 110

Abhishek Tiwari

DECEMBER 27, 2017

ETL is a product of the relational database era and it has not evolved much in last decade. A unified data management (UDM) system combines the best of data warehouses, data lakes, and streaming without expensive and error-prone ETL. To achieve this, organizations are utilizing distributed messaging system such as Apache Kafka.

Big Data 49

Big Data Artificial Intelligence Storage Hardware 49

O'Reilly

JUNE 20, 2023

Knowing what makes up the supply chain is critical to enforcing the security of the AI system, establishing trust with the consumer of the AI’s output, and protecting your organization from undue risk. This can be simplified by considering that AI, like all other technology, has a supply chain.

Blockchain 79

Blockchain Network Government Programming 79

O'Reilly

JULY 25, 2023

Similarly, it taught me that “Background scripts are ideal for handling long-term or ongoing tasks, managing state, maintaining databases, and communicating with remote servers. The content script can access the DOM of the webpage, find the element that contains the publication date, and retrieve the date.”

Programming 98

Programming Code Design Benchmarking 98