Dynatrace

JULY 11, 2024

This traditional approach presents key performance metrics in an isolated and static way, providing little or no insight into the business impact or progress toward the goals systems support. Often, these metrics are unable to even identify trends from past to present, never mind helping teams to predict future trends.

Monitoring 246

Monitoring Retail Energy Cloud 246

Dynatrace

MARCH 22, 2022

That’s why hybrid cloud architecture is a key tool in the arsenal for organizations striving to grow, modernize, and innovate. In a presentation at the Perform 2022 conference, Huetter uses the IBM Z platform to expand on the benefits of using an observability platform to manage hybrid cloud infrastructure.

Infrastructure 237

Infrastructure Cloud Java Azure 237

The Netflix TechBlog

MARCH 7, 2023

But we cannot search or present low latency retrievals from files Etc. The solution which we present in this blog is not limited to annotations and can be used for any other domain which uses ES and Cassandra as well. Marken Architecture Marken’s architecture diagram is as follows. This is obviously very expensive.

Media 275

Media Latency Architecture Database 275

InfoQ

NOVEMBER 30, 2023

John Spray describes an experience of building high performance systems with C++20 in an asynchronous runtime, and explores the challenges & tradeoffs in adopting a thread-per-core architecture. By John Spray

Performance 113

Performance C++ Architecture Systems 113

Dynatrace

NOVEMBER 10, 2022

As companies accelerate digital transformation, cloud services such as AWS Lambda help companies to modernize their application architectures to quickly adapt to the needs of their customers while offloading the operational complexity to their cloud vendor.

Lambda 240

Lambda Serverless AWS Latency 240

The Netflix TechBlog

APRIL 12, 2022

In a federated graph architecture, how can we answer such a query given that each entity is served by its own service? Architecture Putting this all together, below you can see a simplified view of the architecture. By transacting with a database which is monitored by a CDC connector that creates events, or b.

Engineering 273

Engineering Architecture Java Infrastructure 273

Dynatrace

AUGUST 12, 2020

As companies strive to innovate and deliver faster, modern software architecture is evolving at near the speed of light. It allows for the breaking up of heavy monolithic architectures into multiple serverless “functions.” Understand and optimize your architecture. Dynatrace news. Azure Functions in a nutshell.

Serverless 242

Serverless Azure Monitoring Lambda 242

Strategic Tech

JANUARY 22, 2024

Architecture modernization initiatives are strategic efforts involving many teams, usually for many months or years. An AMET is an architecture Enabling Team that helps to coordinate and upskill all teams and stakeholders involved in a modernization initiative. They need a more loosely coupled architecture and empowered teams.

Architecture 98

Architecture Metrics Logistics Strategy 98

Dynatrace

OCTOBER 1, 2019

My favorite slide, that I used in nearly every one of my presentations, is a simple statement; “You have one of the hardest jobs in the world.”. IT performance problems increase with cloud-native architectures. 76% said they don’t have complete visibility into application performance in cloud-native architectures.

Cloud 218

Cloud Artificial Intelligence Serverless Government 218

Simform

JULY 26, 2021

Frontend architecture comprises a bunch of practices and tools that upgrades your application’s code quality. What’s more, it also presents you with the opportunity to create a productive, scalable, and sustainable workflow. The post How to Re-evaluate Your Frontend Architecture and Improve its Design?

Architecture 98

Architecture Design Scalability Technology 98

Dynatrace

SEPTEMBER 3, 2024

In many ways, the shift to cloud computing and the adoption of cloud-native architectures have enabled organizations to realize greater resiliency alongside scalability. Each of these factors can present unique challenges individually or in combination.

Infrastructure 259

Infrastructure Innovation Monitoring Software Performance 259

O'Reilly Software

OCTOBER 23, 2018

I should start by saying this section does not offer a treatise on how to do architecture. Vitruvius and the principles of architecture. Architecture begins when someone has a nontrivial problem to be solved. Everyone who goes to architecture school learns his work. It must be beautiful, like Venus, inspiring love.

Strategy 100

Strategy Architecture Technology Technology 100

Strategic Tech

JULY 21, 2020

Most organisations go through an architecture modernisation effort at some point as their systems drift into a state of intolerable maintenance costs and they diverge too far from modern technological advances. What architecture will be optimal for enabling that business vision? How are we going to deliver the new architecture?

Architecture 98

Architecture Design Software Architecture Strategy 98

Dynatrace

NOVEMBER 11, 2021

Despite the fact that more than 80% of organizations now employ multicloud architecture, “hyperscaler” clouds such as AWS, Google Cloud and Microsoft Azure present monitoring and management issues for cloud practitioners. AWS re:Invent 2021: Modernizing for cloud-native environments. at Venetian Delfino 4006.

AWS 225

AWS Cloud Lambda Azure 225

Dynatrace

DECEMBER 13, 2023

By deploying applications as many separate microservices managed by Kubernetes, these environments can become complicated, especially if the organization has a multi-cloud, hybrid-cloud architecture, or is using elements of a legacy-cloud environment.

Google 238

Google Cloud Infrastructure Metrics 238

The Netflix TechBlog

APRIL 27, 2023

High Level Architecture The idea, at a high level, was to avoid the need to query the Atlas database almost entirely and transition most alert queries to streaming evaluation. First and foremost, we have successfully alleviated our initial scalability problem with the polling based architecture. OK, Results?

Storage 300

Storage Cache Metrics Database 300

The Netflix TechBlog

FEBRUARY 9, 2021

Plus, the architecture of the Edge tier was evolving to a PaaS (platform as a service) model, and we had some tough decisions to make about how, and where, to handle identity token handling. The system architecture now takes the form of: Notice that tokens never traverse past the Edge gateway / EAS boundary. We are serving over 2.5

Architecture 230

Architecture Latency Servers Systems 230

Dynatrace

FEBRUARY 26, 2024

This presentation showcased the Dynatrace Platform capabilities, leveraging contextual analytics and AI to automate problem solving across observability, security, and business functions. Partners play a crucial role in driving cloud migrations and digital transformation for customers, ensuring return on their investments are realized.

Artificial Intelligence 206

Artificial Intelligence IoT Programming Innovation 206

The Netflix TechBlog

JUNE 20, 2023

In this blog post, we present two complementary approaches to scene boundary detection in audiovisual content. A complementary approach (which in fact, can use the above alignments as a feature) that we present next is to train a sequence model on annotated scene change data. sluglines).

Benchmarking 264

Benchmarking C++ Availability Programming 264

The Netflix TechBlog

NOVEMBER 13, 2023

Iroro Orife , Chih-Wei Wu and Yun-Ning (Amy) Hung Introduction When you enjoy the latest season of Stranger Things or Casa de Papel (Money Heist) , have you ever wondered about the secrets to fantastic story-telling, besides the stunning visual presentation?

Architecture 236

Architecture Energy Benchmarking Processing 236

Dynatrace

SEPTEMBER 28, 2020

I wanted to present as much information as possible. This is where the consolidated API, which I presented in my last post , comes into play. Lightweight architecture. Real-time problem visualization of lots of environments. Everybody should be able to understand what’s going on without a long introduction or user manual.

Storage 217

Storage Architecture Tuning Efficiency 217

Dynatrace

AUGUST 21, 2024

The Dynatrace third-party vulnerabilities solution provides key capabilities for detailed and continuous insights into vulnerable software components present in an IT system. The example in figure 3 demonstrates the function tracking functionality explained above on a real-world example using the architecture of the Spring Framework.

Java 242

Java Monitoring Open Source Software 242

InfoQ

APRIL 12, 2024

Yao Yue recapitulates scaling a project at Twitter while summarizing some key lessons learned about effective performance engineering. By Yao Yue

Engineering 101

Engineering Performance Design Scalability 101

Dynatrace

FEBRUARY 4, 2021

Site reliability engineering is a constantly evolving discipline, presenting opportunities to build methods, policies, and processes into the delivery pipeline that allow applications to “auto-remediate,” or for users to solve their own problems. SRE drives a “shift left” mindset. Solving for SR.

Engineering 260

Engineering DevOps Government Latency 260

InfoQ

FEBRUARY 5, 2024

Surabhi Diwan discusses how the Netflix’ membership team outgrew many of its technology and architectural choices as memberships went from a few hundred thousand to 200 million. By Surabhi Diwan

Architecture 71

Architecture Technology Technology Design 71

Dynatrace

SEPTEMBER 4, 2020

This is a mouthful of buzzwords” is how I started my recent presentations at the Online Kubernetes Meetup as well as the DevOps Fusion 2020 Online Conference when explaining the three big challenges we are trying to solve with Keptn – our CNCF Open Source project: Automate build validation through SLI/SLO-based Quality Gates. Dynatrace news.

DevOps 252

DevOps Metrics Innovation Azure 252

Dynatrace

JANUARY 31, 2024

Monitoring SAP products can present challenges Monitoring SAP systems can be challenging due to the inherent complexity of using different technologies—such as ABAP, Java, and cloud offerings—and the sheer amount of generated data. Architectural overview.

Java 202

Java Analytics Best Practices Monitoring 202

Strategic Tech

JANUARY 24, 2021

Individual teams may be full-stack/end-to-end or dedicated presentation/domain teams. An Experience Group is a collection of teams which handle only experience and presentation concerns. Architecture Ownership Patterns for Team Topologies. Each team in an Identity group may own one or more features.

Architecture 98

Architecture Mobile Infrastructure Cloud 98

Dynatrace

JANUARY 18, 2024

Decision trees and dashboards are two common visualization methods that present complex data in an easily readable format. Strong visualization tools are necessary to fully maximize any explainable AI method’s benefits. These tools can turn data into actionable insights. The post What is explainable AI?

Artificial Intelligence 224

Artificial Intelligence Healthcare Government Technology 224

Dynatrace

JANUARY 23, 2024

At this year’s Perform, we are thrilled to have our three strategic cloud partners, Amazon Web Services (AWS), Microsoft Azure, and Google Cloud Platform (GCP), returning as both sponsors and presenters to share their expertise about cloud modernization and observability of generative AI models. What will the new architecture be?

Cloud 224

Cloud Artificial Intelligence Performance AWS 224

Dynatrace

AUGUST 5, 2022

DevSecOps presents organizations that are already practicing DevOps with an alternate, more proactive perspective on security. But as more organizations adopt cloud-native and multicloud architecture, teams are now releasing software more frequently and running into operational complexities, including critical security risks.

DevOps 220

DevOps Cloud Best Practices Open Source 220

Dynatrace

JANUARY 23, 2020

As a part of the “ Release better software faster ” breakout track at Perform Las Vegas 2020 , I’ll be presenting a session concentrating on deployment models and how to reduce risk and iterate faster. From big bang to progressive deployments. Using the Davis assistant for comparison and benchmarking. Customer story.

Performance 36

Performance Benchmarking Innovation DevOps 36

Dynatrace

MAY 2, 2024

Additionally, blind spots in cloud architecture are making it increasingly difficult for organizations to balance application performance with a robust security posture. At this year’s RSA conference, taking place in San Francisco from May 6-9, presenters will explore ideas such as redefining security in the age of AI.

Artificial Intelligence 242

Artificial Intelligence Cloud Best Practices DevOps 242

The Netflix TechBlog

SEPTEMBER 2, 2020

Edgar helps Netflix teams troubleshoot distributed systems efficiently with the help of a summarized presentation of request tracing, logs, analysis, and metadata. While this abundance of dashboards and information is by no means unique to Netflix, it certainly holds true within our microservices architecture. What is Edgar?

Latency 299

Latency Transportation Engineering Traffic 299

Dynatrace

JUNE 17, 2021

Though, it’s typically impossible to remediate all known security vulnerabilities so enterprises need a better solution for identifying those detected security vulnerabilities that present the greatest risk. Teams also use information about applications or system architecture for prioritization.

Open Source 215

Open Source Internet Internet Cloud 215

The Netflix TechBlog

AUGUST 17, 2023

With the AVA Discovery View, all the prominent characters of the title and their best possible shots are presented to the creatives. For Visual Search We found that the model was influenced by the text present in the image. We added a step where such stills with text results would be filtered out and not present in the search.

Media 179

Media Scalability Architecture Strategy 179

The Netflix TechBlog

JANUARY 10, 2024

This architecture shift greatly reduced the processing latency and increased system resiliency. Several promising ideas were abandoned owing to the outsized work needed to overcome architectural limitations. The microservice architecture provides strong decoupling between services.

Processing 240

Processing Media Latency Innovation 240