Dynatrace

SEPTEMBER 3, 2024

The implications of software performance issues and outages have a significantly broader impact than in the past—with the potential to negatively impact revenue, customer experiences, patient outcomes, and, of course, brand reputation. Ideally, resiliency plans would lead to complete prevention.

Infrastructure 258

Infrastructure Innovation Monitoring Software Performance 258

Dynatrace

SEPTEMBER 21, 2023

Doing so will require increasing customer lifetime value (CLV) by expanding existing customers’ wallet share while optimizing efficiencies to reduce waste. Over the course of a lifetime relationship, this can mean thousands or hundreds of thousands of dollars’ worth of opportunities that would otherwise be lost.

FinTech 205

FinTech Innovation Strategy Retail 205

The Netflix TechBlog

MARCH 5, 2024

The consistency in request rates, request patterns, response time and allocation rates we see in many of our services certainly help ZGC, but we’ve found it’s equally capable of handling less consistent workloads (with exceptions of course; more on that below). Reference processing is also only performed in major collections with ZGC.

Latency 234

Latency Java Tuning Efficiency 234

Percona

MAY 1, 2023

PostgreSQL performance optimization aims to improve the efficiency of a PostgreSQL database system by adjusting configurations and implementing best practices to identify and resolve bottlenecks, improve query speed, and maximize database throughput and responsiveness. The checkpoint process flushes the data into the data files.

Tuning 52

Tuning Database Efficiency Performance 52

Dynatrace

JULY 31, 2024

Although Dynatrace can’t help with the manual remediation process itself , end-to-end observability, AI-driven analytics, and key Dynatrace features proved crucial for many of our customers’ remediation efforts. For example, a good course of action is knowing which impacted servers run mission-critical services and remediating those first.

Airlines 189

Airlines Monitoring Healthcare Traffic 189

Dynatrace

APRIL 19, 2024

Of course, development teams need to understand how their code behaves in production and whether any issues need to be fixed. The app scans all incoming logs for various patterns and uses DQL (Dynatrace Query Language) to collect context like hosts, other processes, and traces for each potential problem.

AWS 233

AWS Analytics Cloud Monitoring 233

Dynatrace

OCTOBER 4, 2022

The aforementioned principles have, of course, a major impact on the overall architecture. As a result, we created Grail with three different building blocks, each serving a special duty: Ingest and process. Ingest and process with Grail. Work with different and independent data types. Grail architectural basics. Retain data.

Artificial Intelligence 277

Artificial Intelligence Analytics Storage Architecture 277

Dynatrace

SEPTEMBER 9, 2022

Application modernization centers on bringing monolithic, on-premises applications — which IT teams usually update and maintain with waterfall development processes — into cloud architecture and release patterns. Improved efficiency. With improved application efficiency, teams can service clients better and access cloud-native tools.

Strategy 239

Strategy Benchmarking Serverless Cloud 239

Dynatrace

OCTOBER 3, 2024

The end goal, of course, is to optimize the availability of organizations’ software. Dynatrace AI increases efficiency by magnitudes and prevents alert storms. This approach eliminates the need for learning from past outages and enables a highly automated software delivery process, maximizing resilience.

Availability 235

Availability DevOps Analytics Cloud 235

The Netflix TechBlog

NOVEMBER 17, 2022

A distinct, NN-based, video processing block can evolve independently, be used beyond video downscaling and be combined with different codecs. Of course, we believe in the transformative potential of NN throughout video applications, beyond video downscaling. How do we apply neural networks at scale efficiently?

Network 297

Network Media Innovation Efficiency 297

Dynatrace

OCTOBER 29, 2024

In addition to service-level monitoring, certain services within the OpenTelemetry demo application expose process-level metrics, such as CPU and memory consumption, number of threads, or heap size for services written in different languages. This query confirms the suspicion that a particular product might be wrong.

Metrics 186

Metrics Tuning Monitoring Availability 186

Scalegrid

FEBRUARY 8, 2024

This process effectively duplicates essential parts of information to safeguard against potential loss. It utilizes methodologies like DStore, which takes advantage of underused hard drive space by using it for storing vast amounts of collected datasets while enabling efficient recovery processes.

Storage 130

Storage Systems Big Data Azure 130

Dynatrace

AUGUST 25, 2023

IT modernization improves public health services at state human services agencies For many organizations, the pandemic was a crash course in IT modernization as agencies scrambled to meet the community’s needs as details unfolded. The costs and challenges of technical debt Retaining older systems brings both direct and indirect costs.

Government 216

Government Infrastructure Programming Cloud 216

The Morning Paper

DECEMBER 1, 2019

Efficient lock-free durable sets Zuriel et al., That means of course that we have to have a way to recover the control plane structure after a crash, and we’ll be trading off slightly longer recovery times while we recreate it, for faster operation in the normal case. OOPSLA’19. Link-free sets.

Efficiency 60

Efficiency Cache C++ Performance 60

Dynatrace

SEPTEMBER 14, 2022

Not every situation lends itself to AIOps—for example, think about data that either can’t be monitored cost efficiently (where real-time processing wouldn’t benefit you) or when creating ad hoc reports to check long-term trends and make tactical/strategic business decisions in a timely fashion.

Metrics 241

Metrics Analytics Monitoring Efficiency 241

Dynatrace

OCTOBER 17, 2022

CloudOps includes processes such as incident management and event management. AIOps reduces the time needed to resolve an incident by automating key steps in the incident response process. The four stages of data processing. There are four stages of data processing: Collect raw data. Aggregate it for alerts.

DevOps 209

DevOps Artificial Intelligence Healthcare Innovation 209

Dynatrace

OCTOBER 14, 2020

We were in the process of developing a new feature and wanted to make sure it could handle the expected load behavior. However, to be 100% sure we fixed the memory leak for good, we had to dig deeper and investigate the event broker process and its critical health metrics provided by the Dynatrace OneAgent. And of course: no more OOMs.

Cloud 238

Cloud Development Open Source Monitoring 238

Dynatrace

APRIL 10, 2020

Besides a lot of memory being allocated by core Jenkins components, there was one allocation that stuck out; over the course of the analyzed 14 hours, 557 million KXmlParser objects got initialized (call to constructor) allocating 1.62TB (yes – that is Terabyte) of memory. Step #4 – JDK 11 thread leak.

Java 259

Java Performance DevOps Engineering 259

Dynatrace

SEPTEMBER 3, 2020

Inevitably, this leads to one very important question addressing the efficiency of ML: can such an AI ever keep up with frequent changes and deployments? The second major concern I want to discuss is around the data processing chain. The four stages of data processing. Four stages of data processing with a costly tool switch.

Software 264

Software Software Artificial Intelligence Metrics 264

Dynatrace

FEBRUARY 16, 2023

Both development and security teams require information that spans the software development lifecycle to work efficiently on closing gaps and blindspots in security coverage that could lead to a container reaching production unscanned, or with production vulnerabilities in the form of increased cyber-attack risk.

Programming 207

Programming Government Analytics DevOps 207

Dynatrace

SEPTEMBER 30, 2021

Not only will they get much more out of the tools they use daily, but they’ll also be able to deliver superior functionality, efficiency, and performance to your customers. In addition, 45% of them have gone on to implement efficiencies in their roles, and 43% reported they were able to do their job more quickly after getting certified.

AWS 221

AWS Best Practices Analytics Cloud 221

Tech News Gather

JUNE 1, 2023

Of course, as a developer, you have to prefer the best framework to develop apps faster. However, it offers an efficient solution that helps start-ups and big companies. Of course, the developers have to notice the performance rate and development time. Coding is necessary when it comes to every app development.

Code 52

Code Development Innovation Efficiency 52

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

MARCH 11, 2021

This is required for understanding how I intend to improve the efficiency of (manual) alert ticket handling. If during the ticket handling another alert is raised this process repeats – but maybe with a different set of people who are working in parallel. With R (or RStudio) you can efficiently perform analysis on large data sets.

Tuning 264

Tuning Architecture Monitoring Big Data 264

O'Reilly

JUNE 11, 2024

It’s in every book, on-demand course, and video, and will eventually be available across our entire learning platform. Here are a few insights into the decisions that we made in the process of building Answers. Of course, everything is subject to change; that’s the first thing you need to realize before starting any AI project.

Design 105

Design Open Source Database Programming 105

Dynatrace

MARCH 1, 2023

It’s important to focus on having good hygiene, having a good patching regimen, having a good security policy over the course of time, and finally, good governance.” Once developers can understand the security considerations in their own language, it can streamline the development process, the panelists indicated.

Strategy 224

Strategy Cloud Software Software 224

The Morning Paper

APRIL 16, 2019

Teaching rigorous distributed systems with efficient model checking Michael et al., It describes the labs environment, DSLabs , developed at the University of Washington to accompany a course in distributed systems. 175 undergraduates a year currently go through this course. Of course, we never make that mistake in industry;) ).

Systems 43

Systems Efficiency Testing Strategy 43

Dynatrace

MAY 17, 2022

Of course, the most important aspect of activating Dynatrace on Kubernetes is the incalculable level of value the platform unlocks. Of course, everything is deployed using standard kubectl commands. This solution offers both maximum efficiency and adherence for the toughest privacy or compliance demands.

Availability 328

Availability Scalability Cloud Metrics 328

VoltDB

JUNE 26, 2024

Smart manufacturers are always looking for ways to decrease operating expenses, increase overall efficiency, reduce downtime, and maximize production. Reduced costs Intelligent manufacturing reduces costs by optimizing resource allocation, minimizing waste, and managing energy efficiently.

IoT 52

IoT Analytics Artificial Intelligence Energy 52

Dynatrace

NOVEMBER 23, 2020

T o get performance insights into applications and efficiently troubleshoot and optimize them, you need precise and actionable analytics across the entire software life cycle. Of course, all the ingested metrics are available to Davis AI and support auto-adaptive baselining or threshold-based alerting.

Metrics 152

Metrics Open Source Tuning Analytics 152

Dynatrace

SEPTEMBER 28, 2020

Getting the problem status of all environments has to be efficient. Websockets allows efficient data push via multicast to browsers and D3.js Stay tuned for my next part of this series where I will cover another visualization and how it helped me optimize the Dynatrace Anomaly Detection settings and our operations processes!

Storage 217

Storage Architecture Tuning Efficiency 217

Dynatrace

OCTOBER 14, 2021

Gartner defines AIOps as the combination of “big data and machine learning to automate IT operations processes, including event correlation, anomaly detection, and causality determination.” Humans simply cannot manually review and analyze the massive amount of data that a modern observability solution can process automatically.

Artificial Intelligence 224

Artificial Intelligence DevOps Innovation Metrics 224

Dynatrace

MAY 23, 2022

Each of those services runs in its own process and communicates with lightweight mechanisms. Therefore, DevOps teams can better control application performance, so applications can start faster and run more efficiently. Of course, there will be use cases to work with microservices from the start. Teams want efficiency.

Architecture 206

Architecture DevOps Monitoring Programming 206

VoltDB

SEPTEMBER 10, 2024

Industrial IoT (IIoT) really means making industrial devices work together so they can communicate better for the sake of ultimately improving data analytics, efficiency, and productivity. For a company with 100 employees, multiply that over the course of the year, and you’re looking at upwards of 60,000 hours wasted.

IoT 52

IoT Architecture Scalability Analytics 52

Abhishek Tiwari

SEPTEMBER 7, 2024

Personal data processing forms the backbone of many big tech service providers. Tech giants like Netflix, Meta, and Amazon employ intricate networks of microservices to automatically process user data, creating complex data flows that span multiple layers of computation. Users can opt out of certain types of data processing.

Social Media 52

Social Media Media Network Processing 52

Smashing Magazine

JUNE 25, 2021

“Computer Electronics” and “Technology” appear to be the most popular course categories among edX students. I found that most users praise edX’s courses for their useful content, but complain about the platform’s UX — most often about the hard and time-consuming verification process and poor customer support.

Education 86

Education Website Google Design 86

High Scalability

MARCH 3, 2020

Level up on in-demand technologies and prep for your interviews on Educative.io, featuring popular courses like the bestselling Grokking the System Design Interview. For the first time ever, you can now sign up for a subscription to get unlimited access to every course on the platform at a discounted price through the holiday period only.

Education 114

Education Engineering Games Java 114