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 232

Strategy Innovation Cloud Serverless 232

Strategic Tech

MARCH 16, 2021

I believe that attitude towards the design of code and architecture is one of them. In my experience, the culture is better and the results are better in orgs where engineers and architects obsess over the design of code and architecture. Both valuing design and striving for continuous delivery are necessary.

Software Engineering 80

Software Engineering Design Engineering Software 80

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 212

Cache Azure Infrastructure Monitoring 212

Strategic Tech

FEBRUARY 19, 2020

I remember as a young, naive software developer, I assumed there would be structured processes and patterns similar to those used for designing a software architecture. I crave structure and analytical thinking patterns to design optimal solutions. There are too many variables involved.

Architecture 64

Architecture Strategy Design Software Architecture 64

Dynatrace

JANUARY 19, 2022

Over the past 18 months, the need to utilize cloud architecture has intensified. As dynamic systems architectures increase in complexity and scale, IT teams face mounting pressure to track and respond to the activity in their multi-cloud environments. Observability vs. monitoring: What’s the difference? – Blog.

Artificial Intelligence 188

Artificial Intelligence DevOps Performance Games 188

Simform

NOVEMBER 15, 2019

It starts with the design, then comes the architectural pattern, and everything looks fine. The post How to Build a Test Automation Strategy? appeared first on Insights on Latest Software Technologies - Simform Blog. Software projects start with excess enthusiasm. Even ahead of the schedule.

Strategy 71

Strategy Testing Architecture Software 71

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 229

Open Source DevOps Java Innovation 229

The Netflix TechBlog

JUNE 13, 2023

Our previous blog post presented replay traffic testing — a crucial instrument in our toolkit that allows us to implement these transformations with precision and reliability. This blog post will delve into the techniques leveraged at Netflix to introduce these changes to production.

Traffic 279

Traffic Metrics Systems Strategy 279

Dynatrace

JANUARY 23, 2024

Why growing AI adoption requires an AI observability strategy – blog While AI adoption brings operational efficiency and innovation for organizations, it also introduces the potential for runaway AI costs. Platform engineering: Empowering key Kubernetes use cases with Dynatrace – blog Digital transformation continues surging forward.

Performance 195

Performance DevOps Innovation Artificial Intelligence 195

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

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. A key takeaway from this talk is how important it is to be aware of the different sampling strategies and know which one makes sense for your application in a particular overload situation.

AWS 221

AWS Strategy Storage Metrics 221

The Netflix TechBlog

DECEMBER 11, 2020

Our Journey so Far Over the past year, we’ve implemented the core infrastructure pieces necessary for a federated GraphQL architecture as described in our previous post: Studio Edge Architecture The first Domain Graph Service (DGS) on the platform was the former GraphQL monolith that we discussed in our first post (Studio API).

Architecture 249

Architecture Best Practices Engineering Open Source 249

Dynatrace

JANUARY 26, 2021

This includes custom, built-in-house apps designed for a single, specific purpose, API-driven connections that bridge the gap between legacy systems and new services, and innovative apps that leverage open-source code to streamline processes. appeared first on Dynatrace blog. Development. Environmental forces.

DevOps 277

DevOps Best Practices Open Source Tuning 277

Dynatrace

JULY 22, 2020

Microservice design principles force people to think along a spectrum of loose coupling. Introduces the Dynatrace long-term design pattern for full-stack observability, described below. Cloud-native software design, much like microservices architecture, is founded on the premise of speed to delivery via phases, or iterations.

Government 168

Government Innovation Strategy Speed 168

Dynatrace

MAY 3, 2022

Cloud observability is fast becoming an imperative as more organizations adopt multicloud IT strategies. To adapt, many are turning to AIOps and other automation technologies to solve the complex issues that accompany cloud-native architecture. The machine-learning approach is designed to find patterns and correlations in data.

Cloud 186

Cloud DevOps Architecture Technology 186

ACM Sigarch

APRIL 8, 2019

Computer architecture is an important and exciting field of computer science, which enables many other fields (eg. For those of us who pursued computer architecture as a career, this is well understood. In most curriculums, undergrad students do not have much exposure to computer architecture. Why is that? Lack of Exposure.

Architecture 74

Architecture Open Source Hardware Software Engineering 74

The Netflix TechBlog

JANUARY 25, 2023

Marken architecture Above picture represents the block diagram of the architecture for our service. Our architecture makes it possible to easily onboard and ingest data from Media algorithms. We will cover more details on Semantic Search support in a future blog article. This data is used by various teams for eg.

Scalability 283

Scalability Latency Media Architecture 283

Dynatrace

JUNE 2, 2022

Site reliability engineering (SRE) continues to gain popularity as organizations embrace hybrid cloud strategies and IT automation at scale. More than half (51%) of SREs say they dedicate significant time to influencing architectural design decisions to improve reliability. Dynatrace news. SREs need the freedom to experiment.

DevOps 147

DevOps Innovation Engineering Benchmarking 147

Testsigma

AUGUST 28, 2019

The Microservice architectural approach is not recent in the software development world. Many companies and start-ups have switched to this architectural style and already reap its benefits. In Testsigma we always keep up to date and we definitely can shed some light to the effective testing strategy for a microservices architecture.

Strategy 42

Strategy Testing Architecture DevOps 42

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

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

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 189

Artificial Intelligence Automotive DevOps Infrastructure 189

Simform

NOVEMBER 15, 2019

It starts with the design, then comes the architectural pattern, and everything looks fine. The post How to Build a Test Automation Strategy? appeared first on Insights on Latest Software Technologies - Simform Blog. Software projects start with excess enthusiasm. Even ahead of the schedule.

Strategy 40

Strategy Testing Architecture Software 40

Dynatrace

DECEMBER 9, 2020

APIs are everywhere these days—from internal APIs that are used within your microservice architecture, third-party APIs that your software relies on, to external APIs that you offer to your customers. With the new page design, you can: Instantly understand the scope of problems with aggregated availability. Dynatrace news.

Monitoring 245

Monitoring Mobile Availability Design 245

Strategic Tech

JULY 18, 2018

Yet there is no flowchart we can simply follow to find the optimal design. It’s so easy to get design choices wrong and make things worse instead of making them better. In order to effectively design sociotechnical systems, I recommend using design heuristics. We have the unpredictable nature of markets.

Design 40

Design Architecture Software Architecture Systems 40

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. Hopefully never.) This has been completed.

Social Media 130

Social Media Cache Traffic Media 130

Percona

APRIL 17, 2023

In this blog post, we will discuss the best practices on the MongoDB ecosystem applied at the Operating System (OS) and MongoDB levels. The swap issue is explained in the excellent article by Jeremy Cole at the Swap Insanity and NUMA Architecture. On the other hand, MongoDB schema design takes a document-oriented approach.

Best Practices 52

Best Practices Design Tuning Database 52

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. A key takeaway from this talk is how important it is to be aware of the different sampling strategies and know which one makes sense for your application in a particular overload situation.

AWS 147

AWS Strategy Storage Metrics 147

Dynatrace

APRIL 5, 2024

This blog post is for both novice and seasoned audiences alike. The first part of this blog post briefly explores the integration of SLO events with AI. If you’re interested in the relevance and utility of SLOs and how they might be helpful for you, you’ve come to the right place.

Efficiency 234

Efficiency Traffic Tuning Metrics 234

Dynatrace

MARCH 14, 2022

As AI becomes increasingly important to care delivery, the healthcare sector is pursuing a national strategy for AI. Over the past few years, the company has undergone a digital transformation, migrating to a hybrid, cloud-native environment built on Amazon Web Services and a microservices architecture.

Healthcare 234

Healthcare Artificial Intelligence Innovation Strategy 234

Dynatrace

JULY 6, 2022

In a talent-constrained market, the best strategy could be to develop expertise from within the organization. With the self-service features and an everything-as-code architecture, labor requirements will significantly decrease and SRE best practices will emerge. Design, implement, and tune effective SLOs.

Best Practices 196

Best Practices Open Source Tuning Infrastructure 196

Dynatrace

OCTOBER 1, 2021

As dynamic systems architectures increase in complexity and scale, IT teams face mounting pressure to track and respond to conditions and issues across their multi-cloud environments. The architects and developers who create the software must design it to be observed. Dynatrace news. Benefits of observability.

Metrics 363

Metrics Open Source Monitoring Infrastructure 363

The Netflix TechBlog

AUGUST 17, 2023

The complexity of these factors makes it difficult to determine the best creative strategy for upcoming titles. The tool provides an efficient way for creatives (photo editors, artwork designers, etc.) For many teams and titles, Stills are essential to Netflix’s promotional asset strategy.

Media 169

Media Scalability Architecture Strategy 169

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. If you use AWS cloud services to build and run your applications, you may be familiar with the AWS Well-Architected framework.

AWS 256

AWS Efficiency Azure Cloud 256

The Netflix TechBlog

NOVEMBER 2, 2021

For example, when we design a new version of VMAF, we need to effectively roll it out throughout the entire Netflix catalog of movies and TV shows. This article explains how we designed microservices and workflows on top of the Cosmos platform to bolster such video quality innovations. via bug fixes). We call this system Cosmos.

Media 171

Media Innovation Metrics Latency 171

Dynatrace

APRIL 20, 2021

Most banking executives are now planning for hybrid experiences, embracing experience design to match services and channels to customer needs. Technology strategies and legacy technologies are another big challenge for banks. Customers still value the empathy a human advisor brings, but digital technology can augment that experience.

FinTech 141

FinTech Entertainment Strategy Games 141

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! Conclusion In this post, we described our data architecture at a high level, along with the pain points that led to the development of Psyberg. Some techniques we used were: 1.

Data Engineering 264

Data Engineering Engineering Processing Games 264