Dynatrace

JUNE 1, 2023

But how do you get started, and what are some service level objective examples? As organizations digitally transform, they’re also accelerating the speed of software delivery. In this post, I’ll lay out five foundational service level objective examples that every DevOps and SRE team should consider. or 99.99% availability.

Latency 174

Latency Website Traffic Virtualization 174

Dynatrace

APRIL 22, 2024

DevOps automation eliminates extraneous manual processes, enabling DevOps teams to develop, test, deliver, deploy, and execute other key processes at scale. According to the Dynatrace 2023 DevOps Automation Pulse report, an average of 56% of end-to-end DevOps processes are automated across organizations of all kinds.

DevOps 182

DevOps Artificial Intelligence Government Innovation 182

Percona

JANUARY 4, 2023

Last time I blogged about the New WAL Archive Module/Library feature available in PostgreSQL 15 , which is quite transformative in how WALs are archived today in PostgreSQL. For example, $ ls -alrth pg_wal/ drwx 3 postgres postgres 68 Dec 7 05:47. Let’s first discuss one of the problems that existed in PostgreSQL 14 and older.

Speed 109

Speed Monitoring Availability Code 109

CSS Wizardry

DECEMBER 9, 2023

A trivial performance optimisation to help speed up third-party or other-origin requests is to preconnect them: hint that the browser should preemptively open a full connection ( DNS , TCP , TLS ) to the origin in question, for example: In the right circumstances, this simple, single line of HTML can make pages hundreds of milliseconds faster !

Speed 234

Speed Network Analytics Availability 234

Dynatrace

OCTOBER 6, 2023

For example, a separate bucket could be used for detailed logs from Dynatrace Synthetic nodes. This improves query speeds and reduces related costs for all other teams and apps. In conjunction with the previous example of keeping high-volume and short-lived logs separate, you might also need to keep your application data longer.

Artificial Intelligence 258

Artificial Intelligence Analytics Metrics Storage 258

Dynatrace

OCTOBER 30, 2023

Gartner® predicts that by 2026, 40% of log telemetry will be processed through a telemetry pipeline product, up from less than 10% in 2022.* This integrated approach represents significant time savings, drastically reducing MTTI and speeding mean time to resolution (MTTR).

Best Practices 239

Best Practices Analytics Artificial Intelligence Infrastructure 239

Dynatrace

SEPTEMBER 13, 2023

For example, optimizing resource utilization for greater scale and lower cost and driving insights to increase adoption of cloud-native serverless services. This process enables you to continuously evaluate software against predefined quality criteria and service level objectives (SLOs) in pre-production environments.

AWS 243

AWS Efficiency Azure Cloud 243

Dynatrace

MARCH 6, 2024

Grabner gave the example of one Dynatrace banking customer who built an IDP that enables developers to provision new Azure machines or Chef policies without administrative help. Observability is not only about measuring performance and speed, but also about capturing granular business analytics to support data-driven decision-making.

Engineering 237

Engineering Development DevOps Infrastructure 237

Dynatrace

OCTOBER 16, 2023

Synthetic testing is an IT process that uses software to discover and diagnose performance issues with user journeys by simulating real-user activity. For example, teams can program synthetic test tools to send large volumes of simultaneous resource requests to a new application and evaluate how well it responds. HTTP monitors.

Testing 204

Testing Best Practices Testing Tools Monitoring 204

Dynatrace

OCTOBER 4, 2022

Further, it builds a rich analytics layer powered by Dynatrace causational artificial intelligence, Davis® AI, and creates a query engine that offers insights at unmatched speed. As a result, we created Grail with three different building blocks, each serving a special duty: Ingest and process. Ingest and process with Grail.

Artificial Intelligence 264

Artificial Intelligence Analytics Storage Architecture 264

Dynatrace

MAY 31, 2023

Keeping pace with modern digital transformation requires ensuring that applications are responsive, resilient, and always available amid increased complexity. Microservices-based architectures and software containers enable organizations to deploy and modify applications with unprecedented speed.

Best Practices 219

Best Practices DevOps Latency Metrics 219

Dynatrace

AUGUST 17, 2023

We also use Micrometer to analyze ingest queue processing speed, which helps us make decisions about adding resources. With these dependencies in place, we can import Micrometer instruments into our example application, as shown in this controller. This metadata puts Micrometer metrics in their proper context, as we’ll show you.

Metrics 194

Metrics Analytics Speed Java 194

Dynatrace

DECEMBER 6, 2022

As two examples, Roman Ferstl of Triscon noted that observability-driven DevOps has helped clients achieve 15x more tests with 10x more apps tested. Many organizations often start with the service availability and performance SLOs. Another built in feature, shown in the example above, is SLO error budgets.

DevOps 215

DevOps Metrics Engineering Speed 215

CSS Wizardry

OCTOBER 16, 2023

In this post, I’m going to break these processes down into each of: ? What is the availability, configurability, and efficacy of each? In our specific examples above, the one-big-file pattern incurred 201ms of latency, whereas the many-files approach accumulated 4,362ms by comparison. That’s almost 22× more!

Cache 291

Cache Latency Strategy Speed 291

Dynatrace

DECEMBER 5, 2023

For example, log data, which can include personal data, should have a shorter retention period when used to troubleshoot and debug performance issues in your testing environment (compared to log data used for audit logs) because the data might not be needed after a few days. Other data types will be available soon).

Storage 164

Storage Healthcare Best Practices Speed 164

Dynatrace

FEBRUARY 15, 2023

Streamline development and delivery processes Nowadays, digital transformation strategies are executed by almost every organization across all industries. SREs use Service-Level Indicators (SLI) to see the complete picture of service availability, latency, performance, and capacity across various systems, especially revenue-critical systems.

DevOps 215

DevOps Latency Traffic Best Practices 215

MachMetrics

APRIL 3, 2020

And if you absolutely have to have it on a device, most of them are available via Kindle as well. If you’re looking to read optimization ideas from one of the greatest minds in speed performance, look no further. Each performance chapter is supported by code snippets (via a companion website) and examples to aid in learning.

Speed 85

Speed Performance Best Practices Website 85

Dynatrace

AUGUST 5, 2022

However, that assumes he or she is available and has time to talk. In a distributed processing environment, message queuing is similar, although the speed and volume of messages are much greater. A producer creates the message, and a consumer processes it. A given consumer only processes each message once.

Monitoring 196

Monitoring Serverless Programming Speed 196

Dynatrace

AUGUST 5, 2022

However, that assumes he or she is available and has time to talk. In a distributed processing environment, message queuing is similar, although the speed and volume of messages are much greater. A producer creates the message, and a consumer processes it. A given consumer only processes each message once.

Monitoring 195

Monitoring Serverless Programming Speed 195

Dynatrace

JANUARY 31, 2024

At its core, data observability is about ensuring the availability, reliability, and quality of data. The rise of data observability in DevOps Data forms the foundation of decision-making processes in companies across the globe. Solution : Like the freshness example, Dynatrace can monitor the record count over time.

DevOps 192

DevOps Analytics Airlines Metrics 192

Scalegrid

MAY 13, 2020

Greenplum Database is a massively parallel processing (MPP) SQL database that is built and based on PostgreSQL. When handling large amounts of complex data, or big data, chances are that your main machine might start getting crushed by all of the data it has to process in order to produce your analytics results. Query Optimization.

Big Data 321

Big Data Database Artificial Intelligence Open Source 321

Dynatrace

AUGUST 2, 2021

To achieve relevant insights, raw metrics typically need to be processed through filtering, aggregation, or arithmetic operations. Often referred to as calculated metrics (see Adobe Analytics and Google Analytics ), such metric processing takes one or more existing metrics as input to create a new user-defined metric.

Metrics 245

Metrics Analytics Google Code 245

Scalegrid

JANUARY 12, 2024

Various forms can take shape when discussing workloads within the realm of cloud computing environments – examples include order management databases, collaboration tools, videoconferencing systems, virtual desktops, and disaster recovery mechanisms. Storage is a critical aspect to consider when working with cloud workloads.

Cloud 130

Cloud Virtualization Storage Efficiency 130

Dynatrace

FEBRUARY 28, 2024

Then when you have the metric, you want to explore it—what splits are available, how can I break it down, how can I aggregate it, and so on.” Analysts can easily navigate to any entities (hosts, applications, processes, Kubernetes nodes, and so on) or metrics in their environment using global search. Discovery using global search.

Analytics 206

Analytics Metrics Media Monitoring 206

MachMetrics

JULY 15, 2020

However, if utilized carelessly, CSS can greatly affect our page speed. When a user requests a website, the browser must process all the information available to determine the layout and style. That’s good to know, but I know you’re looking for a css speed test, or techniques for optimizing your css for speed.

Speed 78

Speed Website Cache Google 78

Dynatrace

APRIL 15, 2024

To address this, state and local governments are adopting multicloud environments to achieve the necessary speed, scale, and agility to keep up with faster digital transformation. For example, government agencies use an array of cloud platforms spanning 12 environments on average.

Infrastructure 205

Infrastructure Efficiency Government Transportation 205

Testsigma

FEBRUARY 3, 2021

Example: Let’s take an example of an e-commerce mobile app. Example: We are considering the same e-commerce app example, a small unit like ‘login’ may be tested during the unit testing. Example: Here, we test the integration of two or more modules like- from cart to make a payment module. Reference: [link].

Mobile 82

Mobile Testing Hardware C++ 82

Smashing Magazine

APRIL 16, 2024

You’ll often see different page speed metrics reported by different tools and data sources, so it’s important to understand the differences. That means you need to install an analytics script to collect it, and the reporting that’s available is less detailed than for lab tests. You see exactly what changed.

Google 105

Google Monitoring Website Speed 105

Dynatrace

FEBRUARY 2, 2022

For example, the IT team of a bank wants to ensure that for a trailing 30-day period there is 99.9% service availability with <50ms latency for an application with no revenue impact. To avoid this, start the SLO discussion early in the design process. Let’s take service availability for example.

DevOps 192

DevOps Metrics Best Practices Latency 192

Scalegrid

JANUARY 30, 2019

SBM will also be NULL if the IO Thread is stopped, provided the SQL Thread has already processed all events from the relay log. SBM is going to reflect a valid value (>= 0) when the SQL Thread is actively processing events. Slave_SQL_Running_State: Waiting for slave workers to process their queues. Slave_IO_Running: No.

Speed 197

Speed Azure Network Monitoring 197

O'Reilly

NOVEMBER 21, 2019

This is precisely the kind of problem that robotic process automation (RPA) aims to address. She’s the vestigial human link in a process—insurance claims processing—that has a mostly automated workflow. Prior to RPA, enterprises used several different techniques to automate workflows and back-office processes.

Processing 83

Processing Programming Virtualization Technology 83

Scalegrid

DECEMBER 28, 2023

One such solution is pagination, which divides large datasets into manageable “pages” of data to be displayed or processed. How to Implement Pagination in MongoDB® Big datasets require efficient data retrieval and processing for effective management. As your offset increases, this process gets slower and slower.

Best Practices 130

Best Practices Efficiency Strategy Speed 130

The Netflix TechBlog

NOVEMBER 15, 2022

Rachel Kelley (AWS), Ranjit Raju (AWS) Rendering is core to the the VFX process VFX studios around the world create amazing imagery for Netflix productions. via direct plug-ins, and is available on multi-cloud platform services. This program is just one example of the many ways Netflix strives to entertain the world.

Cloud 282

Cloud Entertainment AWS Infrastructure 282

Smashing Magazine

JUNE 26, 2019

What Web Designers Can Do To Speed Up Mobile Websites. What Web Designers Can Do To Speed Up Mobile Websites. I recently wrote a blog post for a web designer client about page speed and why it matters. What I didn’t know before writing it was that her agency was struggling to optimize their mobile websites for speed.

Website 110

Website Speed Mobile Design 110

Dynatrace

JUNE 10, 2022

“As code” means simplifying complex and time-consuming tasks by automating some, or all, of their processes. ” While this methodology extends to every layer of the IT stack, infrastructure as code (IAC) is the most prominent example. As a result, IT teams often end up performing time-consuming, manual processes.

Best Practices 205

Best Practices Infrastructure Code Speed 205

Dynatrace

MAY 27, 2022

An AIOps stack featuring Dynatrace, ServiceNow, and Ansible automates and shortens that process for Lockheed Martin, Walker and Swofford explain. Each piece of the AIOps triumvirate plays a crucial role in the automation process to speed innovation. An example of the self-healing web.

Artificial Intelligence 183

Artificial Intelligence Innovation Servers Database 183

Dynatrace

JANUARY 23, 2024

Deriving business value with AI, IT automation, and data reliability When it comes to increasing business efficiency, boosting productivity, and speeding innovation, artificial intelligence takes center stage. Teams face siloed processes and toolsets, vast volumes of data, and redundant manual tasks.

Performance 182

Performance DevOps Innovation Artificial Intelligence 182