Dynatrace

NOVEMBER 28, 2023

Whenever a change is detected, Dynatrace automatically generates a Deployment change event for the corresponding process and the host on which the process runs. Predictive traffic analysis Deploying OneAgent within the staging environment facilitates the availability of telemetry data for analysis by Davis AI.

Traffic 266

Traffic Best Practices Strategy Engineering 266

The Netflix TechBlog

JUNE 13, 2023

Replay traffic testing gives us the initial foundation of validation, but as our migration process unfolds, we are met with the need for a carefully controlled migration process. A process that doesn’t just minimize risk, but also facilitates a continuous evaluation of the rollout’s impact.

Traffic 279

Traffic Metrics Systems Strategy 279

Scalegrid

MARCH 23, 2020

It supports high-availability, provides automated load balancing, and has the intelligence to balance load between masters and slaves so write loads are always directed at masters, while read loads are directed to slaves. The Pgpool-II parent process forks 32 child processes by default – these are available for connection.

Cache 264

Cache Servers Architecture Processing 264

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.* A best practice to avoid these problems is to store data in a single data lakehouse with massively parallel processing, such as Dynatrace Grail. Set up processing rules.

Best Practices 249

Best Practices Analytics Artificial Intelligence Infrastructure 249

Dynatrace

NOVEMBER 14, 2023

Golden Paths for rapid product development Modern software development aims to streamline development and delivery processes to ensure fast releases to the market without violating quality and security standards. After completing this two-step process, a ready-to-use guardian is created.

Government 199

Government Best Practices DevOps Engineering 199

The Netflix TechBlog

AUGUST 24, 2022

The evaluation process may include trying to recognize the show from its box art, watching trailers, reading its synopsis or in some cases reading reviews for the show on some external website. This evaluation process incurs a cost that can be measured in units of time. Epsilon-Greedy) to select an item from the available items.

Metrics 178

Metrics Systems Architecture Processing 178

Scalegrid

JUNE 4, 2020

Now, let’s take a look at the throughput and latency performance of our comparison. We measure PostgreSQL throughput in terms of transactions processed. Throughput in general is the rate at which something is processed, and in terms of PostgreSQL, this is the number of transactions per second (TPS) your application can handle.

Database 230

Database Latency Benchmarking Performance 230

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 224

DevOps Latency Traffic Best Practices 224

Dynatrace

JULY 13, 2021

Service-level indicators (SLIs) are checked against your SLOs early in the lifecycle, including comparison against previous builds. Automated comparison of different timeframes based on SLIs and SLOs. Following a “you build it, you own it” approach prompts discussions about what really matters earlier in the process.

Cloud 243

Cloud DevOps Benchmarking Speed 243

Dynatrace

MAY 24, 2023

Because it’s critical that operations teams ensure that all internal resources are available for their users, synthetic monitoring of those resources is important. To stay in lockstep with container usage across industries, synthetic monitoring solutions are making tools available to cater to those trends.

Scalability 213

Scalability Virtualization Monitoring Open Source 213

Scalegrid

JULY 29, 2020

In our final post, we will put them head-to-head in a detailed feature comparison and compare the results of PgBouncer vs. Pgpool-II performance for your PostgreSQL hosting ! It uses only one process which makes it very lightweight. If we require N parallel connections, this forks N child processes. High availability.

Benchmarking 246

Benchmarking Database Performance Testing Availability 246

Dynatrace

NOVEMBER 10, 2021

By combining Dynatrace Cloud Automation answer-driven release validation with Dynatrace Application Security , security is transformed from a detached, often manual process to an automated release process that provides continuous feedback to the DevSecOps team. This allows releases to remain secure by default.

Serverless 218

Serverless DevOps Cloud Metrics 218

Dynatrace

JANUARY 31, 2024

The RAG process begins by summarizing and converting user prompts into queries that are sent to a search platform that uses semantic similarities to find relevant data in vector databases, semantic caches, or other online data sources. To observe model drift and accuracy, companies can use holdout evaluation sets for comparison to model data.

Cache 209

Cache Azure Infrastructure Monitoring 209

Dynatrace

OCTOBER 23, 2023

Is the right data available in these critical moments? For these tasks, you need a single source of truth with consolidated security data available at all times, easily generated and reproducible reports, and strong automation capabilities that help you be proactive and efficient. How fast can your teams get answers?

Efficiency 217

Efficiency Best Practices Tuning Internet 217

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. Data is the foundation upon which strategies are built, directions are chosen, and innovations are pursued.

DevOps 198

DevOps Analytics Airlines Metrics 198

The Netflix TechBlog

FEBRUARY 13, 2024

Rationale : This system is part of a semi-automated process for all client deployments. A false positive test unnecessarily interrupts the software release process, reducing the velocity of software delivery and sending developers looking for bugs that do not exist. Black dots indicate where the p-value process dips below the alpha=0.05

Testing 239

Testing Software Software Metrics 239

Dynatrace

APRIL 21, 2022

Figure 1 – Individual Host pages show performance metrics, problem history, event history, and related processes for each host. Right-sizing is an iterative process where you adjust the size of your resource to optimize for cost. To do that, organizations must evolve their DevOps and IT Service Management (ITSM) processes.

Azure 193

Azure Monitoring Virtualization Metrics 193

Dynatrace

DECEMBER 2, 2021

These pages are now available to be used in security policies: Settings > Anomaly detection > Applications. Settings > Maintenance windows > Monitoring, alerting and availability. Details are available for ActiveMQ, Apache Kafka, IBM MQ, RabbitMQ, and Tibco EMS. General Availability (Build 1.231.196).

Lambda 199

Lambda Azure Metrics Monitoring 199

Dynatrace

APRIL 8, 2022

Fluentd is an open-source data collector that unifies log collection, processing, and consumption. It collects, processes, and outputs log files to and from a wide variety of technologies. Processing plugins parse (normalize), filter, enrich (tagging), format, and buffer log streams. Adding the Dynatrace plug-in is easy.

Metrics 184

Metrics Analytics Software Architecture Open Source 184

Enprowess

SEPTEMBER 20, 2021

Talent availability. It has a vast community that explains online courses, many available tutorials, articles, and three times more questions on Stack overflow. Vue vs React: Talent Availability. Companies that are looking for implementation of a single flow in their development process. and Vue.js Performance.

Open Source 52

Open Source Mobile Scalability Google 52

Smashing Magazine

SEPTEMBER 29, 2021

Complex compression algorithms may require higher processing power to encode/decode images. A complex decoding process can slow down the rendering of images. Tip: When evaluating quality, compression and fine-tuning of modern formats, Squoosh.app ’s ability to perform a visual side-by-side comparison is helpful. Large preview ).

Open Source 144

Open Source Speed Website Google 144

The Netflix TechBlog

NOVEMBER 29, 2023

HDR was launched at Netflix in 2016 and the number of titles available in HDR has been growing ever since. Bitrate versus quality comparison HDR-VMAF is designed to be format-agnostic — it measures the perceptual quality of HDR video signal regardless of its container format, for example, Dolby Vision or HDR10.

Open Source 252

Open Source Software Engineering Internet Internet 252

Dynatrace

FEBRUARY 16, 2023

The Carbon Impact dashboard: Your IT carbon footprint overview The Carbon footprint summary reports total CO2e emissions for the selected and preceding timeframes for quick interval-based comparisons. It provides data center, host, process, and application details to help you understand where to focus your efforts.

Energy 188

Energy Airlines Analytics Transportation 188

Dynatrace

APRIL 28, 2021

Each entry represents a process group instance. How is the new version behaving in comparison to previous versions? Each Release details page shows a summary of captured release metadata and provides links to the process group and hosts where the release was deployed. What is the state of the change log for the new version?

Software 241

Software Software Strategy Metrics 241

The Netflix TechBlog

JUNE 15, 2022

This post will discuss how Studio Search supports querying the data available in these indices. The DSL supports specifying the search criteria as comparison expressions or inclusion/exclusion filters. Through the power of federation, users are then able to hydrate the search results with any data available in the federated graph.

Engineering 183

Engineering Architecture Availability Tuning 183

Dynatrace

NOVEMBER 4, 2022

On average, IT, development, and security teams in the sector rely on nine different monitoring tools to maintain visibility into performance and availability. When issues arise, teams can’t depend on these tools for quick resolutions, because data comparisons are difficult and contribute to delays.

Government 147

Government Analytics Cloud Storage 147

The Morning Paper

OCTOBER 1, 2020

To our knowledge, this is the first exploration of a practical general purpose real number type that both reflects the mathematical laws of the real numbers, and also supports exact comparisons in situations in which that’s normally expected. It’s the key to being able to make exact comparisons as often as possible.

Java 143

Java Hardware Open Source Testing 143

Dynatrace

APRIL 8, 2022

Fluentd is an open-source data collector that unifies log collection, processing, and consumption. It collects, processes, and outputs log files to and from a wide variety of technologies. Processing plugins parse (normalize), filter, enrich (tagging), format, and buffer log streams. Adding the Dynatrace plug-in is easy.

Metrics 130

Metrics Analytics Software Architecture Open Source 130

Dynatrace

JANUARY 16, 2023

In comparison, on-premises clusters have more and larger nodes: on average, 9 nodes with 32 to 64 GB of memory. That trend will likely continue as Kubernetes security awareness further rises and a new class of security solutions becomes available. Kubernetes infrastructure models differ between cloud and on-premises.

Open Source 347

Open Source Java Operating System Programming 347

Scalegrid

JULY 13, 2020

Compare PostgreSQL vs. Oracle functionality across available tools, capabilities and services. of PostgreSQL users are currently in the process of migrating to the RDBMS, according to the 2019 PostgreSQL Trends Report , an astounding percentage considering this is the 4th most popular database in the world. Not available.

Open Source 244

Open Source Tuning C++ Database 244

Dynatrace

SEPTEMBER 3, 2020

In comparison, the AIOps approach discussed within this article, is built upon a radically different deterministic AI engine – at Dynatrace known as Davis – that yields precise, actionable results in real-time. The second major concern I want to discuss is around the data processing chain. The four stages of data processing.

Software 264

Software Software Artificial Intelligence Metrics 264

Dynatrace

JANUARY 31, 2022

When teams release software into production on the right side of the loop, they make the software available to users. Shift-left is the practice of moving testing, quality, and performance evaluation early in the software development process, thus the process of shifting to the “left” side of the DevOps lifecycle.

DevOps 207

DevOps Testing Monitoring Speed 207

Percona

APRIL 20, 2023

Such major version upgrades are rarely simple, but thankfully there are tools that can help smooth the process and ensure a successful upgrade. With that disclaimer out of the way, let’s examine some of the tools that are available to simplify the upgrade process. As we approach end of life for MySQL 5.7

Open Source 87

Open Source Best Practices Servers Database 87

Official Blog - World Web Technology

JANUARY 25, 2024

This software development approach is a dynamic, customer-centric approach that emphasizes an iterative yet collaborative development process. The Agile software development process promotes incremental releases of functional software. Customer involvement is integral throughout the process.

Software 59

Software Software Development Efficiency 59

Dynatrace

JANUARY 31, 2022

When teams release software into production on the right side of the loop, they make the software available to users. Shift-left is the practice of moving testing, quality, and performance evaluation early in the software development process, thus the process of shifting to the “left” side of the DevOps lifecycle.

DevOps 202

DevOps Testing Monitoring Speed 202

The Morning Paper

DECEMBER 13, 2020

Entity Resolution (ER) aims to identify different descriptions that refer to the same real-world entity appearing either within or across data sources, when unique entity identifiers are not available. Therefore we only have to do more detailed comparisons within blocks, but not across blocks. “ Block processing.

Big Data 83

Big Data Open Source Processing Analytics 83

The Netflix TechBlog

FEBRUARY 20, 2019

by Jason Koch , with Martin Spier , Brendan Gregg , Ed Hunter Improving the tools available to our engineers to help them diagnose, triage, and work through software performance challenges in the cloud is a key goal for the cloud performance engineering team at Netflix. 10–20 MB/sec (it is, unsurprisingly, receiving lots of data).

Performance 211

Performance Latency Open Source Metrics 211