DZone

JANUARY 18, 2023

This release resulted from several months of hard work where we had to thoroughly review our data model and implement a very resource-efficient permissions calculation mechanism. Disclaimer: I’ll be using Django in my code examples, but the ideas can be generalized; however, a relational database is a stronger requirement.

Efficiency 152

Efficiency Engineering Database Monitoring 152

Dynatrace

MARCH 29, 2023

Stay ahead of the curve with the OS Services extension for monitored hosts The new Dynatrace OS Services monitoring capability for Windows and Linux hosts (Systemd is required) ensures that your systems run efficiently and potential problems are addressed as soon as they arise. We’re always interested in your feedback.

Efficiency 130

Efficiency Monitoring Metrics Virtualization 130

Percona

APRIL 14, 2023

Considering the example from above, even if that bit of data being requested by the users is not found in memory and needs to be retrieved from disk, that slow operation will have to be performed only once for that batch of requests. How do you know if your MySQL database caching is operating efficiently?

Cache 93

Cache Efficiency Database Monitoring 93

High Scalability

JUNE 18, 2018

You can view the original article—H ow to implement consistent hashing efficiently —on Ably's blog. Further, we’ll look at data structures that can be used to implement this algorithm efficiently at scale. At the end, we’ll also have a look at a working example for the same. Hashing revisited.

Efficiency 172

Efficiency Programming Strategy Scalability 172

Tasktop

JUNE 20, 2022

This is easier said than done, so we’ve designed three sets of OKRs examples for software companies to show how it’s possible. In these examples, the product value streams incorporate Flow Metrics into their key results to drive agility and a value focus. Examples of quarterly OKRs for software companies. Activities.

Software 96

Software Software Healthcare Mobile 96

Dynatrace

MAY 7, 2024

which offers a range of updates: HTTP/2 support: Fluentbit now supports HTTP/2, enabling efficient data transmission with Gzip compression for OpenTelemetry data, enhancing pipeline performance. See the example below. What’s new in Fluent Bit 3.0 Fluent Bit recently released version 3.0, release-name: fluent-bit meta.helm.sh/release-namespace:

Best Practices 243

Best Practices IoT Metrics Storage 243

DZone

JANUARY 13, 2021

In a previous article, we explained how you can use Knapsack Pro to split your RSpec test files efficiently between parallel jobs on GitHub Actions. Each file contains multiple test examples (RSpec “ it s”). Today we’d like to show how to address the problem of slow test files negatively impacting the whole build times.

Testing 162

Testing Efficiency Processing Performance 162

DZone

MARCH 9, 2023

It not only focuses on finding bugs or errors in the software but also considers measures to enhance the software quality in terms of usability, accuracy, and efficiency. In other words, it ensures the software application is bug-free and addresses the technical and user requirements.

Best Practices 100

Best Practices Software Software Testing 100

The Netflix TechBlog

MARCH 4, 2024

We have deployed Auto Remediation in production for handling memory configuration errors and unclassified errors of Spark jobs and observed its efficiency and effectiveness (e.g., For efficient error handling, Netflix developed an error classification service, called Pensive, which leverages a rule-based classifier for error classification.

Tuning 210

Tuning Efficiency Big Data Engineering 210

Percona

FEBRUARY 24, 2023

To achieve this in a secure and efficient manner, a key requirement for any database monitoring and management software is to have robust access management features. For example, the QA team would only have access to data from the QA environment rather than having access to the production environment. to monitor and diagnose. +50

Metrics 109

Metrics Monitoring Database Engineering 109

Edge Perspectives

MARCH 26, 2019

In our Big Shift world, we confront the imperative of institutional innovation – shifting from institutional models built on scalable efficiency to institutional models built on scalable learning. I’ve written and spoken about this a lot over the years and one of the most common pushbacks I get is – “so, are you against efficiency?”

Efficiency 89

Efficiency Scalability Innovation Programming 89

Dynatrace

SEPTEMBER 13, 2023

This is a set of best practices and guidelines that help you design and operate reliable, secure, efficient, cost-effective, and sustainable systems in the cloud. The framework comprises six pillars: Operational Excellence, Security, Reliability, Performance Efficiency, Cost Optimization, and Sustainability.

AWS 246

AWS Efficiency Azure Cloud 246

Dynatrace

APRIL 18, 2024

Rather, they must be bolstered by additional technological investments to ensure reliability, security, and efficiency. Observability and platform engineering: Unlock DevOps efficiency Platform engineering teams also benefit immensely from observability. However, these practices cannot stand alone.

DevOps 190

DevOps Engineering Artificial Intelligence Infrastructure 190

Dynatrace

NOVEMBER 9, 2023

Efficient coordination among resource usage, requests, and allocation is critical. As every container has defined requests for CPU and memory, these indicators are well-suited for efficiency monitoring. One option is to continuously track the Memory utilization efficiency of existing Kubernetes objects, such as namespaces or workloads.

Efficiency 274

Efficiency Monitoring Best Practices Open Source 274

Brendan Gregg

JANUARY 1, 2019

What is an example of eBPF tracing? What eBPF did was make this tool *practical*: it is efficient and secure. For example, it does not trace every packet like older techniques, which can add too much performance overhead. What's missing is production examples. For tracing, the main ones are bcc and bpftrace.

C++ 111

C++ Virtualization Programming Code 111

Dynatrace

MARCH 20, 2024

In this article, we’ll explore these challenges in detail and introduce Keptn, an open source project that addresses these issues, enhancing Kubernetes observability for smoother and more efficient deployments. Insufficient CPU and memory allocation to pods can lead to resource contention and stop Pods from being created.

Open Source 267

Open Source Hardware DevOps Infrastructure 267

Dynatrace

MAY 2, 2024

Rising consumer expectations for transparency and control over their data, combined with increasing data volumes, contribute to the importance of swift and efficient management of privacy rights requests. How can this services administrator meet this request in a quick, compliant, and efficient way?

Tuning 225

Tuning Scalability Efficiency Processing 225

Dynatrace

MARCH 27, 2024

The automated extraction of ownership information, for example, from Kubernetes annotations, is therefore essential. How to efficiently introduce team ownerships Dynatrace provides different ways of associating team ownership with entities and adding desired team metadata, such as contact details, to your environments.

Best Practices 199

Best Practices Azure Database Code 199

Dynatrace

DECEMBER 21, 2023

Business processes are important because they improve the efficiency, consistency, and quality of the business outcome. Business process monitoring helps organizations: Increase efficiency by identifying and addressing bottlenecks or inefficiencies that may slow down a business process. Reduce costs.

Processing 212

Processing Monitoring Retail Analytics 212

Dynatrace

DECEMBER 21, 2023

Most approaches focus on improving Power Usage Effectiveness (PUE), a data center energy-efficiency measure. energy-efficient data centers—cloud providers—achieve values closer to 1.2. This computational efficiency also reduces energy consumption, which in turn reduces carbon emissions. A PUE of 1.0

Cloud 209

Cloud Energy Best Practices Cache 209

The Netflix TechBlog

NOVEMBER 17, 2022

For example, we invest in next-generation, royalty-free codecs and sophisticated video encoding optimizations. Video downscaling is the most pertinent example herein, which tailors our encoding to screen resolutions of different devices and optimizes picture quality under varying network conditions. A visual example is shown below.

Network 292

Network Media Innovation Efficiency 292

Dynatrace

FEBRUARY 1, 2024

Business and technology leaders are increasing their investments in AI to achieve business goals and improve operational efficiency. Armed with this data, the developer can then change the query to ask for the statements over a period (for example, the previous week). In this example, there is a suspicious increase in scripting events.

Artificial Intelligence 186

Artificial Intelligence Analytics Efficiency Database 186

DZone

DECEMBER 28, 2023

With the constant evolution of this sector, the dynamic duo of AI and ML is revolutionizing the telecommunications industry, propelling it towards greater network efficiency, unparalleled customer service, and fortified security measures. Here's an example of how machine learning can optimize network performance:

Network 161

Network IoT Internet Internet 161

Dynatrace

FEBRUARY 9, 2024

This collaboration increases process efficiency and improves customer satisfaction by identifying opportunities for process improvement and detecting process anomalies in real time. Let’s examine a few practical business process monitoring examples. In Business Flow, choose a configured business event to represent each step.

Processing 189

Processing Monitoring Analytics Games 189

Dynatrace

MARCH 14, 2024

For example, an employee might not have the tools to efficiently retrieve data about a customer as they work to solve an issue. With a platform that also harnesses AI and automation, organizations can even identify and auto-remediate incidents before they occur, helping save time and increase efficiency.

Government 191

Government Strategy Best Practices Website 191

DZone

JANUARY 6, 2024

Profile-Guided Optimization (PGO) stands as a potent technique capable of substantially enhancing the efficiency of your Java programs. This article delves into the intricacies of PGO within the Java context, providing practical examples to illustrate its efficacy.

Java 177

Java Performance Tuning Programming 177

Dynatrace

MAY 3, 2024

Their job is to find out the root cause of any SLO violations, ensure visibility into the application landscape to fix problems efficiently and minimize production costs by reducing errors. Take the example of Amazon Virtual Private Cloud (VPC) flow logs, which provide insights into the IP traffic of your network interfaces.

Cloud 217

Cloud Lambda AWS Analytics 217

High Scalability

OCTOBER 11, 2021

For example, adding a vendor in a marketplace generates a spike of indexing operations (Write), and a marketing campaign generates a spike of queries (Read). The architecture needs to handle efficiently all these situations as the scaling of Read and Write operations varies over time in most use cases. Anatomy of an index.

Architecture 309

Architecture Efficiency Engineering Performance 309

Dynatrace

OCTOBER 16, 2023

At the Dynatrace Innovate conference in Barcelona, Bernd Greifeneder, Dynatrace chief technology officer, discussed key examples of how the Dynatrace observability platform delivers value well beyond traditional monitoring. As customers continue to operate in the cloud, their needs for efficiency and cost-effectiveness only grow.

Innovation 197

Innovation DevOps Cloud Efficiency 197

Dynatrace

OCTOBER 4, 2023

Companies that exploit these technologies can discover risks early, remediate problems, and to innovate and operate more efficiently are likely to achieve competitive advantage. With this kind of comprehensive observability, teams can ensure business resilience with systems that operate efficiently and reliably, and keep customers satisfied.

Artificial Intelligence 173

Artificial Intelligence Innovation Strategy Efficiency 173

Dynatrace

OCTOBER 17, 2023

AI can help automate tasks, improve efficiency, and identify potential problems before they occur. Data, AI, analytics, and automation are key enablers for efficient IT operations Data is the foundation for AI and IT automation. IT automation also helps improve operational efficiency by automating repetitive tasks.

Monitoring 225

Monitoring Artificial Intelligence Performance Analytics 225

Brendan Gregg

DECEMBER 31, 2018

What is an example of eBPF tracing? What eBPF did was make this tool *practical*: it is efficient and secure. For example, it does not trace every packet like older techniques, which can add too much performance overhead. What's missing is production examples. For tracing, the main ones are bcc and bpftrace.

C++ 52

C++ Virtualization Programming Code 52

DZone

JULY 24, 2023

In today's digital age, managing inventory efficiently and accurately is a challenge that many businesses face. Let's delve into the details and illustrate with practical examples. AI has the ability to analyze large amounts of data quickly and accurately.

Artificial Intelligence 189

Artificial Intelligence Efficiency Systems 189

The Netflix TechBlog

MARCH 5, 2024

We have several frameworks that periodically refresh large amounts of on-heap data to avoid external service calls for efficiency. Operational simplicity Service owners often reach out to us with questions about excessive pause times and for help with tuning.

Latency 228

Latency Java Tuning Efficiency 228

Dynatrace

MARCH 28, 2024

According to Markets and Markets, for example, the digital transformation market is projected to grow at a compound annual growth rate of 19.1%, from $521.5 “Now, however, with the way the pandemic has caused a major disruption in businesses on a global level, digital transformation has become a thing of necessity. billion in 2021 to $127.5

C++ 185

C++ Artificial Intelligence DevOps Innovation 185

Dynatrace

JANUARY 18, 2024

Automation and analysis features, in particular, have boosted operational efficiency and performance by tracking and responding to complex or information-dense situations. Explainable AI tools and practices are important for understanding and weeding out biases like this to improve output accuracy and operational efficiency.

Artificial Intelligence 212

Artificial Intelligence Healthcare Government Technology 212

Dynatrace

JUNE 1, 2023

Certain service-level objective examples can help organizations get started on measuring and delivering metrics that matter. Teams can build on these SLO examples to improve application performance and reliability. In this post, I’ll lay out five SLO examples that every DevOps and SRE team should consider. or 99.99% of the time.

Traffic 173

Traffic Latency Website Virtualization 173