Dynatrace

APRIL 30, 2021

But because of the complexity involved in executing and analyzing test results of dynamic systems, performance engineering is difficult to scale — especially with lean staff or resources. Grabner also introduced four ways organizations can turbocharge their performance engineering with automation.

Engineering 263

Engineering Testing Performance Performance Testing 263

Dynatrace

JUNE 5, 2023

Organizations are increasingly moving to multicloud environments and adopting microservices to increase the efficiency, reliability, and scalability of their applications and services. Despite best efforts, human beings can’t match the accuracy and speed of computers. Consider security incidents.

Engineering 246

Engineering Speed Monitoring Efficiency 246

Dynatrace

MAY 23, 2024

Stream processing enables software engineers to model their applications’ business logic as high-level representations in a directed acyclic graph without explicitly defining a physical execution plan. We designed experimental scenarios inspired by chaos engineering. Chaos scenario: Random pods executing worker instances are deleted.

Engineering 245

Engineering Tuning Latency Open Source 245

Dynatrace

MAY 8, 2023

This demand for rapid innovation is propelling organizations to adopt agile methodologies and DevOps principles to deliver software more efficiently and securely. And how do DevOps monitoring tools help teams achieve DevOps efficiency? Lost efficiency. 54% reported deploying updates every two hours or less.

DevOps 246

DevOps Efficiency Monitoring Infrastructure 246

Dynatrace

OCTOBER 30, 2023

Today, speed and DevOps automation are critical to innovating faster, and platform engineering has emerged as an answer to some of the most significant challenges DevOps teams are facing. It needs to be engineered properly as a product or service, and it needs automation, observability, and security in itself.”

Engineering 264

Engineering DevOps Innovation Storage 264

Dynatrace

FEBRUARY 12, 2024

When it comes to platform engineering, not only does observability play a vital role in the success of organizations’ transformation journeys—it’s key to successful platform engineering initiatives. The various presenters in this session aligned platform engineering use cases with the software development lifecycle.

Engineering 246

Engineering Development Infrastructure Cloud 246

Dynatrace

OCTOBER 16, 2024

Our latest enhancements to the Dynatrace Dashboards and Notebooks apps make learning DQL optional in your day-to-day work, speeding up your troubleshooting and optimization tasks. These ready-made dashboards offer your platform engineers, who oversee Kubernetes environments, immediate and comprehensive data visibility.

Social Media 263

Social Media Metrics Network Analytics 263

Dynatrace

FEBRUARY 4, 2021

Site reliability engineering (SRE) is the practice of applying software engineering principles to operations and infrastructure processes to help organizations create highly reliable and scalable software systems. Organizations can then integrate these skilled engineers at key points in the DevOps life cycle. Dynatrace news.

Engineering 245

Engineering DevOps Government Latency 245

DZone

FEBRUARY 26, 2025

Have you ever wondered how large-scale systems handle millions of requests seamlessly while ensuring speed, reliability, and scalability? Behind every high-performing application whether its a search engine, an e-commerce platform, or a real-time messaging service lies a well-thought-out system design.

Design 147

Design Systems Scalability Speed 147

The Netflix TechBlog

FEBRUARY 14, 2025

Every image you hover over isnt just a visual placeholder; its a critical data point that fuels our sophisticated personalization engine. This setup allows for efficient streaming of real-time data through Kafka and the preservation of historical data in Iceberg, providing a comprehensive and flexible data processing and storage solution.

Tuning 166

Tuning Latency Efficiency Storage 166

DZone

JANUARY 9, 2024

In the data-driven landscape of today, automation has become indispensable across industries, not just to maximize efficiency but, more importantly, to ensure quality. This holds true for the critical field of data engineering as well. Automated testing methodologies are now imperative to deliver speed, accuracy, and integrity.

Data Engineering 140

Data Engineering Efficiency Engineering Testing 140

The Netflix TechBlog

MAY 1, 2019

the brilliant synth-pop score or the perfectly mixed soundscape of a high speed chase?—?is Our engineering team and Creative Technologies sound expert joined forces to quickly solve the issue, but a larger conversation about higher quality audio continued. Imagine this scene without the sound. experience for many more moments of joy.

Engineering 274

Engineering Network Media Entertainment 274

Dynatrace

DECEMBER 14, 2023

In today’s rapidly evolving business and technology landscape, organizations often prioritize the speed of development over security. Modern solutions like Snyk and Dynatrace offer a way to achieve the speed of modern innovation without sacrificing security. reduction in critical severity vulnerabilities for enterprise customers.

AWS 299

AWS Innovation Speed Efficiency 299

Dynatrace

JANUARY 23, 2024

AI-enabled chatbots can help service teams triage customer issues more efficiently. Composite’ AI, platform engineering, AI data analysis through custom apps This focus on data reliability and data quality also highlights the need for organizations to bring a “ composite AI ” approach to IT operations, security, and DevOps.

Performance 246

Performance DevOps Innovation Energy 246

DZone

DECEMBER 28, 2020

The system could work efficiently with a specific number of concurrent users; however, it may get dysfunctional with extra loads during peak traffic. Performances testing helps establish the scalability, stability, and speed of the software application. Confirming scalability, dependability, stability, and speed of the app is crucial.

Performance Testing 230

Performance Testing Testing Tools Testing Performance 230

DZone

NOVEMBER 27, 2023

An open-source distributed SQL query engine, Trino is widely used for data analytics on distributed data storage. Optimizing Trino to make it faster can help organizations achieve quicker insights and better user experiences, as well as cut costs and improve infrastructure efficiency and scalability. But how do we do that?

Tuning 162

Tuning Speed Performance Open Source 162

Dynatrace

FEBRUARY 24, 2021

Cloud-native environments bring speed and agility to software development and operations (DevOps) practices. But with that speed and agility comes new complications and complexity, all while maintaining performance and reliability with less than 1% down-time per year. Efficiency. SRE as an application of DevOps. SRE vs DevOps?

DevOps 268

DevOps Software Engineering Speed Google 268

Scalegrid

JANUARY 5, 2024

Enhanced data security, better data integrity, and efficient access to information. Despite initial investment costs, DBMS presents long-term savings and improved efficiency through automated processes, efficient query optimizations, and scalability, contributing to enhanced decision-making and end-user productivity.

Efficiency 147

Efficiency Storage Database Scalability 147

Dynatrace

OCTOBER 4, 2022

For IT infrastructure managers and site reliability engineers, or SREs , logs provide a treasure trove of data. In most data storage models, indexing engines enable faster access to query logs. This can vastly reduce an organization’s storage costs and improve data efficiency.

Analytics 264

Analytics Storage Infrastructure Metrics 264

Dynatrace

APRIL 30, 2021

Many organizations that have integrated their software development and operations into DevOps practices struggle with efficiency because they’re juggling disparate DevOps tools, or their tools aren’t meeting their needs. Here at Dynatrace, we started off with a big focus on automation and speeding up delivery.

DevOps 246

DevOps Speed Efficiency Engineering 246

Dynatrace

MAY 24, 2024

These criteria include operational excellence, security and data privacy, speed to market, and disruptive innovation. As a result, Ally is driving a new level of operational efficiency and saving millions in annual licensing costs. “We This resulted in significant savings and much faster ROI.

Technology 264

Technology Technology Analytics Innovation 264

The Netflix TechBlog

NOVEMBER 9, 2021

by Liwei Guo , Ashwin Kumar Gopi Valliammal , Raymond Tam , Chris Pham , Agata Opalach , Weibo Ni AV1 is the first high-efficiency video codec format with a royalty-free license from Alliance of Open Media (AOMedia), made possible by wide-ranging industry commitment of expertise and resources. Some titles (e.g.,

Media 246

Media Open Source Software Engineering Efficiency 246

Dynatrace

APRIL 19, 2021

Dynatrace enables our customers to tame cloud complexity, speed innovation, and deliver better business outcomes through BizDevSecOps collaboration. Whether it’s the speed and quality of innovation for IT, automation and efficiency for DevOps, or enhancement and consistency of user experiences, Dynatrace makes it easy.

DevOps 279

DevOps Innovation Speed Infrastructure 279

Dynatrace

FEBRUARY 6, 2025

Monitoring average memory usage per host helps optimize performance and manage resources efficiently. We want to determine the average memory usage for each host and condense the results into a single value. It also aids in troubleshooting and controlling costs by identifying memory inefficiencies.

Metrics 243

Metrics Infrastructure Monitoring Best Practices 243

Dynatrace

MAY 17, 2023

For example, it can help DevOps and platform engineering teams write code snippets by drawing on information from software libraries. Engineering teams will, therefore, always need to check the code they get from GPTs to ensure it doesn’t risk software reliability, performance, compliance, or security.

Innovation 306

Innovation Software Software Artificial Intelligence 306

Dynatrace

DECEMBER 5, 2022

In a similar way that developers automate a single task to improve consistency, efficiency, and speed, orchestration tools can coordinate the automation of tasks across platforms. Orchestration leverages DevOps tools that allow for rapid updates and releases, version control, and other best practices for software engineering.

DevOps 264

DevOps Virtualization Best Practices Innovation 264

Dynatrace

JANUARY 18, 2023

However, getting reliable answers from observability data so teams can automate more processes to ensure speed, quality, and reliability can be challenging. This drive for speed has a cost: 22% of leaders admit they’re under so much pressure to innovate faster that they must sacrifice code quality. What is DevOps? – blog.

DevOps 246

DevOps Best Practices Innovation Strategy 246

Dynatrace

NOVEMBER 2, 2023

But with many organizations relying on traditional, manual processes to ensure service reliability and code quality, software delivery speed suffers. Without autonomous operations, DevOps teams face an increased volume of manual interventions, which are detrimental to productivity, cost efficiency, and employee satisfaction.

DevOps 246

DevOps Benchmarking Azure Innovation 246

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. This starts with a highly efficient ingestion pipeline that supports adding hundreds of petabytes daily. Ingest and process with Grail.

Artificial Intelligence 290

Artificial Intelligence Analytics Storage Architecture 290

Dynatrace

FEBRUARY 1, 2024

Business and technology leaders are increasing their investments in AI to achieve business goals and improve operational efficiency. Organizations that miss out on implementing AI risk falling behind their competition in an age where software delivery speed, agility, and security are crucial success factors.

Artificial Intelligence 246

Artificial Intelligence Analytics Efficiency Database 246

Dynatrace

SEPTEMBER 22, 2022

Staying ahead of customer needs requires speed and agility from all phases of the software development life cycle (SDLC). DevOps automation is a set of tools and technologies that perform routine, repeatable tasks that engineers would otherwise do manually. It helps to assess the long- and short-term efficiency and speed of DevOps.

DevOps 246

DevOps Speed Innovation Monitoring 246

Dynatrace

JULY 29, 2024

AI is also crucial for securing data privacy, as it can more efficiently detect patterns, anomalies, and indicators of compromise. AI significantly accelerates DevSecOps by processing vast amounts of data to identify and classify potential threats, leading to proactive threat detection and response. Learn more in this blog.

Analytics 245

Analytics Government DevOps Efficiency 245

Dynatrace

JANUARY 14, 2022

The Akamas vision is that only an autonomous optimization approach powered by AI can effectively enable performance engineers, SREs, and architects to identify the best configurations that ensure maximum service performance and resilience, at the lowest possible cost and at business speed. below 500ms) and error rates (e.g.

Latency 246

Latency Tuning Efficiency AWS 246

Dynatrace

OCTOBER 19, 2023

Assuming the responsibility and taking the initiative to instill effective cybersecurity practices now will yield benefits in terms of enhanced productivity and efficiency for your organization in the future. DevSecOps automation DevSecOps automation is a fundamental practice that combines security with the speed and agility of DevOps.

Best Practices 264

Best Practices Speed Benchmarking Infrastructure 264

High Scalability

SEPTEMBER 8, 2018

RISELabs , those wonderfully innovative folks over at Berkeley, have uplifted their Anna datatabase —a shared-nothing, thread-per-core architecture to achieve lightning-fast speeds by avoiding all coordination mechanisms—to become cloud-aware. Our monitoring engine automatically moves data between tiers based on access patterns.

Storage 199

Storage Performance AWS Cloud 199

Dynatrace

FEBRUARY 13, 2020

We’re able to help drive speed, take multiple data sources, bring them into a common model and drive those answers at scale.”. As the number of apps and services deployed increases, teams face increased pressure to speed up native mobile app innovation and resolve app issues quicker. Next-gen Infrastructure Monitoring.

Performance 278

Performance Mobile Analytics Innovation 278

The Netflix TechBlog

JUNE 1, 2021

Data Engineers of Netflix?—?Interview Interview with Samuel Setegne Samuel Setegne This post is part of our “Data Engineers of Netflix” interview series, where our very own data engineers talk about their journeys to Data Engineering @ Netflix. What drew you to Netflix?

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Data Engineering Engineering Big Data Healthcare 130