Dynatrace

APRIL 10, 2023

And according to recent data from Enterprise Strategy Group, 59% of survey respondents indicated spending on public cloud applications would increase in 2023. The company made these changes to support its ONETractor strategy, which seeks to deliver personalized, convenient shopping experiences anytime, anywhere.

Cloud 183

Cloud Ecommerce Performance Retail 183

The Netflix TechBlog

FEBRUARY 9, 2022

see “data pipeline” Intro The problem of managing scheduled workflows and their assets is as old as the use of cron daemon in early Unix operating systems. The design of a cron job is simple, you take some system command, you pick the schedule to run it on and you are done. Manually constructed continuous delivery system.

Storage 207

Storage Data Engineering Testing Code 207

The Netflix TechBlog

SEPTEMBER 18, 2024

message Item ( Bytes key, Bytes value, Metadata metadata, Integer chunk ) Database Agnostic Abstraction The KV abstraction is designed to hide the implementation details of the underlying database, offering a consistent interface to application developers regardless of the optimal storage system for that use case.

Latency 248

Latency Storage Cache Efficiency 248

Dynatrace

JULY 22, 2020

Kubernetes can be a confounding platform for system architects. If your organization currently deploys OneAgent using application-only injection, you can learn how to implement different deployment strategies in Dynatrace help , keeping these advantages in mind: Application-only strategy. Dynatrace news. Advantages.

Government 170

Government Innovation Strategy Speed 170

Testsigma

SEPTEMBER 2, 2021

Hence, this is one of the factors to introduce automation in the system. The processes are too complex today and even if you take Eclipse in your local system, you know how troublesome it becomes to eradicate all the errors. There will definitely be other things in between though. Testsigma is giving 30 days free trial.

Strategy 71

Strategy Testing Cloud Virtualization 71

Testsigma

AUGUST 28, 2019

In Testsigma we always keep up to date and we definitely can shed some light to the effective testing strategy for a microservices architecture. Want to make your Automated Testing strategy the effective one? Monolithic applications use a single code base with all modules implemented to make the whole system work.

Strategy 42

Strategy Testing Architecture DevOps 42

Dynatrace

AUGUST 2, 2022

Malicious attackers have gotten increasingly adept at identifying vulnerabilities and launching attacks to exploit these weak points in IT systems. The centrality of zero-day attacks suggests that organizations need a better strategy to fend off these attacks. By definition, zero-day attacks take organizations by surprise.

DevOps 130

DevOps Strategy Open Source Java 130

Dynatrace

AUGUST 7, 2023

They can also use generative AI for cybersecurity, write prototype code, and implement complex software systems. Pairing generative AI with causal AI One key strategy is to pair generative AI with causal AI , providing organizations with better-quality data and answers as they make key decisions.

DevOps 198

DevOps Analytics Best Practices Java 198

Dynatrace

MARCH 18, 2021

Yet for the hospitality sector, the adoption of digital strategies has not been so obvious. M&B can now continuously monitor changes in real-time so, when vulnerabilities arise, they can be patched within a continuous delivery process before they affect the security of its systems. Where is the definitive line of BizDevOps?”

DevOps 226

DevOps Metrics Virtualization Strategy 226

Dynatrace

JULY 1, 2020

These are all interesting metrics from marketing point of view, and also highly interesting to you as they allow you to engage with the teams that are driving the traffic against your IT-system. In the next step change, the UTM campaign parameter to also be a user action property by editing the definition as shown on the screenshot below.

Traffic 264

Traffic Analytics Metrics Servers 264

Strategic Tech

NOVEMBER 24, 2020

Domain-Driven Design is an approach to designing systems, usually software, that emphasises creating a common language between domain experts and system builders. However, some concepts in DDD do not have a clear definition and are highly implicit. This definition of a domain is very fuzzy. Thank you to all involved.

Design 98

Design Strategy Systems Architecture 98

The Netflix TechBlog

JULY 26, 2021

This happens at an unprecedented scale and introduces many interesting challenges; one of the challenges is how to provide visibility of Studio data across multiple phases and systems to facilitate operational excellence and empower decision making. Genesis Data Source and Input definition example Genesis is a stateless CLI written in Node.js

Big Data 256

Big Data Government Processing Analytics 256

Alex Podelko

AUGUST 18, 2019

First, I’d like to elaborate on “It may be less need for simple load testing due to increased scale and sophistication of systems” I meant that the traditional way – testing the system before deploying in production using production-type workload – is not the only way anymore.

Performance Testing 243

Performance Testing Testing Performance Testing Tools 243

Dynatrace

NOVEMBER 3, 2021

Monitoring , by textbook definition, is the process of collecting, analyzing, and using information to track a program’s progress toward reaching its objectives and to guide management decisions. Logging provides additional data but is typically viewed in isolation of a broader system context.

Monitoring 234

Monitoring Metrics DevOps Scalability 234

Dynatrace

FEBRUARY 15, 2023

With answer-driven automation powered by the new Dynatrace AutomationEngine, we’re releasing a solution that further extends our platform, putting answers into action, and empowering organizations to overcome cloud management challenges and unlock the full potential of their cloud strategy while reducing manual effort.

Cloud 185

Cloud DevOps Code Open Source 185

Dynatrace

MARCH 3, 2020

Here is the definition of this model: ?. PayPal, a popular online payment systems organization, implemented a full performance as a self-service model for developers to get their code performance tests. A good way to look at how this works can be seen through a few examples from Dynatrace customers that have set up this model. #1

Performance 253

Performance Education Innovation Software Architecture 253

Dynatrace

NOVEMBER 1, 2022

These metrics help to keep a network system up and running?, All these definitions are distinct and important. Containment: Implements actions to safeguard affected systems, resolves incidents quickly and escalates an event to other teams when necessary. This does not include lag time in the alert system.

DevOps 219

DevOps Artificial Intelligence Metrics Network 219

Dynatrace

DECEMBER 6, 2022

Observability is the ability to measure a system’s current state based on the data it generates, such as logs, metrics, and traces. Comprehensive observability eliminates siloed views of the system and establishes a common means to observe, measure, and act on insights. Want to learn more?

DevOps 230

DevOps Metrics Engineering Speed 230

Dynatrace

NOVEMBER 2, 2020

This shift requires infrastructure monitoring to ensure all your components work together across applications, operating systems, storage, servers, virtualization, and more. Dealing with an unstable website is stress that users don’t need, and definitely don’t want. AI-assistance: Use AI to detect anomalies and benchmark your system.

Infrastructure 214

Infrastructure Monitoring Virtualization Serverless 214

The Netflix TechBlog

NOVEMBER 13, 2023

In this blog post, we will introduce speech and music detection as an enabling technology for a variety of audio applications in Film & TV, as well as introduce our speech and music activity detection (SMAD) system which we recently published as a journal article in EURASIP Journal on Audio, Speech, and Music Processing.

Architecture 230

Architecture Energy Benchmarking Processing 230

Dynatrace

AUGUST 28, 2020

With the acceleration of complexity, scale, and dynamic systems architectures, under-resourced IT teams are under increasing pressure to understand when there is abnormal behavior, identify the precise reason why this occurred, quickly remediate the issue, and prevent this behavior in the future. How do you make a system ‘observable’?

IoT 165

IoT Infrastructure Monitoring Innovation 165

The Netflix TechBlog

MARCH 22, 2021

To provide a view of some of the unique challenges and opportunities of our domain, we’ll share some of the core strategies we’ve developed, some of the tools we’ve built as a result, and finally talk about our vision for the future of tooling on our team. Identifying impact requires deep engagement with our users.

Engineering 165

Engineering Innovation Strategy Java 165

O'Reilly

APRIL 25, 2023

First, note the overall strategy Xu Hao uses to write this code. He is using a strategy called “Knowledge Generation.” This is understandable, but we need to be clear: if AI systems are going to write code, that code must be tested exhaustively. (If If AI systems write the tests, do those tests themselves need to be tested?

Programming 132

Programming Architecture Code Strategy 132

Dynatrace

MARCH 18, 2021

Yet for the hospitality sector, the adoption of digital strategies has not been so obvious. M&B can now continuously monitor changes in real-time so, when vulnerabilities arise, they can be patched within a continuous delivery process before they affect the security of its systems. Where is the definitive line of BizDevOps?”

DevOps 130

DevOps Metrics Virtualization Strategy 130

The Netflix TechBlog

OCTOBER 7, 2021

As we invested in systems to enable this vision, it led to increased development velocity, which arguably led to better development practices and quality of the applications. Deployment Strategies We are all familiar with the advantages of releasing frequently and in smaller chunks.

Metrics 203

Metrics Mobile Testing Strategy 203

Dynatrace

JUNE 18, 2020

AIOps definition and classification. Minimize alert noise from disparate systems. Dynatrace is a full-stack, all-in-one platform strategy vs a niche tool in a single category. Dynatrace for a long time wasn’t even considered in the AIOps category. How could this be? So why are we sometimes omitted?

Monitoring 170

Monitoring Cloud DevOps Software 170

Percona

NOVEMBER 2, 2023

MongoDB is a dynamic database system continually evolving to deliver optimized performance, robust security, and limitless scalability. Powerful change streams and support for data definition language operations. Ready to supercharge your MongoDB experience? Introduction of clustered collections for optimized analytical queries.

Best Practices 92

Best Practices Hardware Tuning Scalability 92

The Netflix TechBlog

FEBRUARY 9, 2021

The whole system was quite complex, and starting to become brittle. The API server orchestrates backend systems to authenticate the user. Upstream systems had to reopen the tokens to identify the user logging in and potentially manage multiple parallel identity data structures, which could easily get out of sync.

Architecture 226

Architecture Latency Servers Website 226

Dynatrace

DECEMBER 18, 2023

For busy site reliability engineers, ensuring system reliability, scalability, and overall health is an imperative that’s getting harder to achieve in ever-expanding, cloud-native, container-based environments. As part of our observability engineering strategy, we want that data as well and to make sure it gets sent to Dynatrace.

Metrics 190

Metrics Engineering Energy Tuning 190

Dynatrace

MAY 17, 2022

For years, enterprises managed observability data on a team-by-team basis , using a combination of ticketing systems and configuration management tools. The foundation of this flexibility is the Dynatrace Operator ¹ and its new Cloud Native Full Stack injection deployment strategy. Flexible automation for Kubernetes observability.

Availability 329

Availability Scalability Cloud Metrics 329

Scalegrid

APRIL 5, 2024

The purpose is scaling out distributed systems effectively and offering improved management and performance while processing numerous keys. Redis isn’t alone in utilizing sharding strategies — it’s a common concept found throughout database technologies to distribute workload efficiently. This can be ensured using hash tags.

Scalability 130

Scalability Java Efficiency Database 130

The Agile Manager

AUGUST 31, 2024

The decision is simply whether to cut (based on sales forecasts) and when to cut (systemically or opportunistically to boost FCF for the coming quarter). Because it couldn’t compete with outsized comp packages, small tech relied on intangible factors, such as flexible role definitions and strong, unique corporate cultures.

Open Source 96

Open Source Engineering Innovation Performance 96

Strategic Tech

JUNE 18, 2021

This gets tricky at times when collaborating with different companies or communities that use different definitions. To reduce undesired ambiguity in communication consider using the specific definitions. an area encompassing multiple meso domains, a very high-level view of the system. Domain can apply to any of those levels.

Software Architecture 64

Software Architecture Architecture Technology Technology 64

Strategic Tech

JANUARY 24, 2021

As a system grows, higher-order abstractions are needed for ease of understanding, communication, and management. Group Patterns The following list is as a sample of archetypical patterns rather than a definitive list. I prefer the term Group although you may be familiar with the phrase Tribe emanating from the Spotify Model.

Architecture 98

Architecture Mobile Infrastructure Cloud 98

Strategic Tech

OCTOBER 13, 2021

The product taxonomy definitions by Ross Clanton et al. In their definition, a product portfolio contains one or more product groups with contain one or more products. s suggested product taxonomy It’s not mandatory to use these definitions. Not all parts of a system are considered to be part of a product.

Architecture 52

Architecture Innovation Strategy Website 52

Testsigma

MARCH 2, 2022

Use the learnings to update and improve your test strategy, plan, test cases, and automated tests. Seek help from your team if you do not clearly understand a feature/system/module. Have a rollback strategy in place to prevent or minimize damage in case of a bug leaks to production. ANTICIPATE ISSUES AND BUILD A SAFETY NET.

Education 105

Education Traffic Strategy Testing 105

The Morning Paper

NOVEMBER 30, 2020

use this perspective to create new definitions of isolation levels. And yet, until Crooks all the definitions, including Adya’s , have been based on implementation concerns! Is this system safe (will the application invariants be broken) under snapshot isolation?

Database 61

Database Storage Systems Strategy 61