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. Tech Transforms podcast: It’s time to get familiar with generative AI – blog Generative AI can unlock boundless innovation. What is generative AI? What is DevSecOps?

Artificial Intelligence 219

Artificial Intelligence Cloud Best Practices DevOps 219

Strategic Tech

DECEMBER 20, 2020

Team Topologies has significantly advanced the discussion on organisation design for technology companies. My goal is to create common ground so that we can discuss the trade-offs of organisational design patterns. Domains are synonymous with business capabilities from the business architecture world. The answer is all of them.

Architecture 98

Architecture Design Technology Technology 98

Dynatrace

NOVEMBER 17, 2023

In the first blog post of this series , we explored how the Dynatrace ® observability and security platform boosts the reliability of Site Reliability Engineers (SRE) CI/CD pipelines and enhances their ability to focus on innovation. In this blog post, we’ll focus on the first stage of the pipeline, the Build stage.

Innovation 213

Innovation Code Architecture Processing 213

Dynatrace

OCTOBER 9, 2020

To once again push the boundaries of automatic, AI-based Kubernetes monitoring, we’ve extended Smartscape, the Dynatrace real-time topology model, with visibility into how processes and containers communicate with each other in Kubernetes. Now you can: Understand the actual architecture of your applications in Kubernetes in real-time.

Design 101

Design Google Architecture Traffic 101

Strategic Tech

NOVEMBER 24, 2020

Enterprise Architecture (EA) is hugely important for medium and large organisations. The traditional EA role of documenting business processes and capabilities serves a purposes. designing systems that document themselves. In my experience as a consultant, EAs are not having the impact they should.

Architecture 72

Architecture DevOps Technology Technology 72

Strategic Tech

AUGUST 10, 2020

If every significant architecture decision has business consequences, then knowing the business model and which trade-offs to choose is maybe the most important skill of architects. But what is the actual relationship between a business model and a software architecture? It’s not just about business models and architecture, though.

Software Architecture 69

Software Architecture Architecture Software Software 69

SQL Performance

JULY 8, 2021

I want to talk about UI design choices that lead to data access patterns that are awkward to implement using SQL Server. Consider this design: The data behind this example requires counting and processing the entire dataset in order to report the number of results. Michael blogs as "Database Whisperer" at michaeljswart.com.

Design 92

Design Software Architecture Database Servers 92

The Netflix TechBlog

NOVEMBER 17, 2022

In this tech blog, we describe how we improved Netflix video quality with neural networks, the challenges we faced and what lies ahead. A distinct, NN-based, video processing block can evolve independently, be used beyond video downscaling and be combined with different codecs. How can neural networks fit into Netflix video encoding?

Network 300

Network Media Innovation Efficiency 300

Dynatrace

JANUARY 31, 2024

This blog post explores how AI observability enables organizations to predict and control costs, performance, and data reliability. Figure 1: Sample RAG architecture While this approach significantly improves the response quality of GenAI applications, it also introduces new challenges.

Cache 197

Cache Azure Infrastructure Monitoring 197

Dynatrace

OCTOBER 17, 2023

The rise of cloud-native microservice architectures further exacerbates this change. As a result, IT organizations are overwhelmed as they strive to balance cost control processes with ensuring that their respective organizations have access to all the data required for their various use cases. Ingest and process.

Retail 227

Retail Storage Best Practices Architecture 227

ACM Sigarch

AUGUST 3, 2023

(Editor’s Note: This post was submitted as a rebuttal to Andrew Chien’s July 24 SIGARCH Blog Post ) The recent post “ Why Embodied Carbon is a poor Architecture Design metric, and Operational Carbon remains an important Problem ” by Prof. Unlike Prof. Chien’s argument: It costs only $1.4B Therefore, the $1.4B

Energy 98

Energy Architecture Hardware Metrics 98

The Netflix TechBlog

JUNE 20, 2024

This “Enterprise Data Model/Architect Agent” employs generative AI techniques for autonomous enterprise data modeling and architecture. Creating new development environments is cumbersome: Populating them with data is compute-intensive, and the deployment process is error-prone, leading to higher costs, slower iteration, and unreliable data.

Data Engineering 207

Data Engineering Engineering Entertainment Software Engineering 207

The Netflix TechBlog

NOVEMBER 14, 2023

In this three-part blog post series, we introduce you to Psyberg , our incremental data processing framework designed to tackle such challenges! We’ll discuss batch data processing, the limitations we faced, and how Psyberg emerged as a solution. Let’s dive in! What is late-arriving data? Some techniques we used were: 1.

Data Engineering 271

Data Engineering Engineering Processing Games 271

Dynatrace

JUNE 13, 2022

To combat these challenges, organizations need an IT culture that addresses security resilience from the outset—also known as security by design —which, in turn, supports business resilience. Cloud operations and observability boost resilience for American Family – blog. Identify and minimize production risk of Log4Shell – blog.

Open Source 212

Open Source DevOps Java Innovation 212

Dynatrace

MAY 23, 2022

Cloud environment toolkits —microservices, Kubernetes, and serverless platforms — deliver business agility, but also create complexity for which many security solutions weren’t designed. As a result, while cloud architecture has enabled organizations to develop applications iteratively, it also increased exposure to vulnerabilities.

Strategy 216

Strategy Innovation Cloud Serverless 216

Testlodge

JULY 3, 2019

SOA or Service Oriented Architecture is a software development framework employed for building a business application by using a number of small independent services. Taking this route is not only cost effective, but also easier to manage and organize, and it is made possible through SOA architecture. The SOA Principle.

Architecture 66

Architecture Testing Testing Tools Performance Testing 66

Dynatrace

JANUARY 23, 2024

The following resources provide more information on how to get the most out of your AI investment, the importance of data quality for business success, and automating manual IT processes to prioritize innovation. Teams face siloed processes and toolsets, vast volumes of data, and redundant manual tasks. What is explainable AI?

Performance 177

Performance DevOps Innovation Energy 177

Strategic Tech

MAY 24, 2019

Over the past few years I have focused much of my learning and work choices around learning about the design of sociotechnical systems?—?how how to design software architectures and organise teams around them. As part of good design, we should consider the effects of changing all of these variables.

Design 45

Design Software Architecture Strategy Technology 45

Dynatrace

OCTOBER 6, 2020

Observability as a topic is becoming more important as applications are using microservice architectures and are deployed in Kubernetes environments. Davis not only identified the garbage collection as the root-cause, but pointed me to the specific process causing the trouble. Dynatrace news. The service flow . Conclusion.

Metrics 194

Metrics Architecture Engineering Processing 194

Dynatrace

MAY 3, 2022

To adapt, many are turning to AIOps and other automation technologies to solve the complex issues that accompany cloud-native architecture. This traditional approach to observability lacks the specificity needed to keep pace with cloud-native environments and automate DevOps processes. Machine learning-driven AIOps.

Cloud 170

Cloud DevOps Architecture Technology 170

Dynatrace

JULY 7, 2022

But as IT teams increasingly design and manage cloud-native technologies, the tasks IT pros need to accomplish are equally variable and complex. Cumbersome legacy IT architecture is giving way to modern multicloud architectures where technologies, data, and processes converge to enable innovation. Dynatrace news.

Artificial Intelligence 172

Artificial Intelligence Automotive DevOps Infrastructure 172

ACM Sigarch

FEBRUARY 23, 2018

In industry, generally due to time-to-market restrictions, we tend to think extremely short term with evolutionary design changes rather than riskier revolutionary ideas that have a longer timeline for returns. I had a professor in grad school who used to joke that all architecture is reinvented every 5 years.

Architecture 47

Architecture Cache Hardware Virtualization 47

The Netflix TechBlog

AUGUST 30, 2021

In this blog post, we will focus on the latter feature set. The challenge, then, is to be able to ingest and process these events in a scalable manner, i.e., scaling with the number of devices, which will be the focus of this blog post. In particular, the Kafka integration is the most relevant for this blog post.

Latency 222

Latency Traffic Transportation Cloud 222

Dynatrace

JUNE 2, 2022

By applying software engineering principles to operations and infrastructure practices, SRE enables organizations to streamline and automate IT processes. More than half (51%) of SREs say they dedicate significant time to influencing architectural design decisions to improve reliability. SREs need the freedom to experiment.

DevOps 147

DevOps Innovation Engineering Benchmarking 147

O'Reilly Software

DECEMBER 11, 2017

A message-based microservices architecture offers many advantages, making solutions easier to scale and expand with new services. The asynchronous nature of interservice interactions inherent to this architecture, however, poses challenges for user-initiated actions such as create-read-update-delete (CRUD) requests on an object.

Architecture 68

Architecture Government Latency Efficiency 68

Tasktop

APRIL 20, 2021

In this new release, we’re making all that even easier with a design facelift to this all-important area. In this release, we also focused a lot on improving the speed and efficiency of artifact processing and change detection. Grasp severity at a glance: A colored background badge indicates the type of event or error code.

Design 52

Design Healthcare Azure Government 52

Dynatrace

JANUARY 23, 2023

As our CTO Bernd Greifeneder shared in his blog post , what was a relatively small software release resulted in a large number of our customers b eing una ble to access their Dynatrace environments. Two weeks ago, we experienced a service interruption with our SSO service.

Social Media 130

Social Media Cache Traffic Media 130

Dynatrace

DECEMBER 2, 2021

As organizations adopt microservices-based architecture , service-level objectives (SLOs) have become a vital way for teams to set specific, measurable targets that ensure users are receiving agreed-upon service levels. And why have SLOs and SLIs become so important as teams automate processes to consistently meet SLAs and error budgets?

Metrics 181

Metrics Best Practices DevOps Infrastructure 181

Dynatrace

MAY 5, 2021

Today we’re proud to announce the new Dynatrace Operator, designed from the ground up to handle the lifecycle of OneAgent, Kubernetes API monitoring, OneAgent traffic routing, and all future containerized componentry such as the forthcoming extension framework. Other Dynatrace components, like ActiveGate, are deployed separately.

Cloud 215

Cloud Traffic Monitoring Open Source 215

ScaleOut Software

JUNE 29, 2018

Having just concluded participation in another In-Memory Computing Summit , it has become even more clear to me that the key to mainstream adoption of in-memory computing software platforms is architecture — the root of a platform’s value to applications. These priorities tend to push the architecture to the back burner.

Software Architecture 40

Software Architecture Architecture Software Software 40

Strategic Tech

JULY 22, 2019

In Domain-Driven Design, a large system is decomposed into bounded contexts , which become natural boundaries in code as microservices and as teams in the organisation. The Bounded Context Design Canvas I designed this canvas based on the typical flow of strategic DDD workshops I run publicly and privately.

Design 76

Design Systems Processing Strategy 76

ScaleOut Software

JUNE 29, 2018

Having just concluded participation in another In-Memory Computing Summit , it has become even more clear to me that the key to mainstream adoption of in-memory computing software platforms is architecture — the root of a platform’s value to applications. These priorities tend to push the architecture to the back burner.

Software Architecture 40

Software Architecture Architecture Software Software 40

Dynatrace

MAY 26, 2021

This blog dives into what we learned by listening to experts in the field and the key takeaways we gathered from the talks. OTel is designed to ensure flexibility and stability. One of the co-founders of OpenTelemetry, Ted Young, gave a very interesting talk outlining the reasons why OTel is designed the way it is.

AWS 202

AWS Strategy Storage Metrics 202

ACM Sigarch

APRIL 26, 2018

APU: Accelerated Processing Unit is the AMD’s Fusion architecture that integrates both CPU and GPU on the same die. BPU: Brain Processing Unit is the design of the AI chips by Horizon Robotics. They unveiled their first two embedded AI chips fabricated with TSMC 40nm process in December 2017: “Journey 1.0

Hardware 99

Hardware Artificial Intelligence Architecture Google 99

Dynatrace

SEPTEMBER 13, 2023

This is a set of best practices and guidelines that help you design and operate reliable, secure, efficient, cost-effective, and sustainable systems in the cloud. This process enables you to continuously evaluate software against predefined quality criteria and service level objectives (SLOs) in pre-production environments.

AWS 238

AWS Efficiency Azure Cloud 238

Adrian Cockcroft

JANUARY 17, 2022

photo taken by Adrian Cockcroft A year ago I did a talk at re:Invent called Architecture Trends and Topics for 2021 , so I thought it was worth seeing how they played out and updating them for the coming year. I did a few talks on this subject early in the year, and linked this to the sustainability advantages of serverless architectures.

Serverless 98

Serverless Hardware AWS Architecture 98

Dynatrace

OCTOBER 28, 2021

But with the complexity that comes with digital transformation and cloud-native architecture, teams need a way to make sure applications can withstand the “chaos” of production. To limit the cost of uncovering application vulnerabilities, organizations should to avoid tests that overrun the designated blast radius.

Engineering 215

Engineering Entertainment Cloud Infrastructure 215