Dynatrace

MAY 23, 2024

Stream processing One approach to such a challenging scenario is stream processing, a computing paradigm and software architectural style for data-intensive software systems that emerged to cope with requirements for near real-time processing of massive amounts of data. This significantly increases event latency.

Engineering 185

Engineering Tuning Latency Open Source 185

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

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

APRIL 1, 2022

I’ve just created a new kata which you and your team/friends can use to practice your architecture and domain-driven design skills. This kata is split into four sections that address different aspects of architecting software systems. First with a domain quiz, and then by slicing up the provided event storm into domains.

Architecture 52

Architecture Software Architecture Strategy Design 52

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

Strategic Tech

FEBRUARY 15, 2023

FThis article describes a pattern we have observed and applied in multi-team-scope architecture modernization initiatives, the Architecture Modernization Enabling Team (AMET). An AMET is a type of architecture enabling team that coordinates and upskills all teams and stakeholders in the modernization initiative.

Architecture 97

Architecture Innovation Airlines Technology 97

Dynatrace

DECEMBER 23, 2020

As legacy monolithic applications give way to more nimble and portable services, the tools once used to monitor their performance are unable to serve the complex cloud-native architectures that now host them. Traces: A record of events that occur along the path of a single request. The impact of tracing through distributed systems.

Infrastructure 211

Infrastructure Cloud Monitoring Metrics 211

Dynatrace

DECEMBER 8, 2021

In contrast to modern software architecture, which uses distributed microservices, organizations historically structured their applications in a pattern known as “monolithic.” ” A monolithic software application has a few properties that are important to understand. Centralized applications.

Cloud 231

Cloud Serverless Hardware Operating System 231

Strategic Tech

SEPTEMBER 30, 2020

One of the biggest time costs in software development is understanding how a system works. Systems are getting more complex yet our ability to understand them doesn’t seem to be growing at the same rate. As we continuously develop software systems, the complexity slowly increases and we don’t fully realise it.

Architecture 75

Architecture Design Programming Software 75

Dynatrace

DECEMBER 23, 2020

As legacy monolithic applications give way to more nimble and portable services, the tools once used to monitor their performance are unable to serve the complex cloud-native architectures that now host them. Traces: A record of events that occur along the path of a single request. The impact of tracing through distributed systems.

Infrastructure 148

Infrastructure Cloud Monitoring Metrics 148

Dynatrace

APRIL 8, 2022

While Fluentd solves the challenges of collecting and normalizing Kubernetes events and logs, Kubernetes performance and availability problems can rarely be solved by investigating logs in isolation. Precise, AI-powered anomaly root-cause determination based on automatic log analysis and custom user-defined events.

Metrics 184

Metrics Analytics Software Architecture Open Source 184

Strategic Tech

NOVEMBER 1, 2021

While MVPs have been mainstream for a long time, the concept of Value Streams and Value Stream Architecture is still in the early adopter phase in the DevOps world. or “How do software architecture, domains, Conway’s Law, Team Topologies, and value streams all fit together?”. They’re all pieces in the same puzzle.

Software Architecture 98

Software Architecture Architecture DevOps Software 98

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

Strategic Tech

OCTOBER 13, 2021

If I can capture key information earlier, that gives me a good understanding of key elements of the business’s architecture, we can get to valuable conversations sooner. Most companies have their own language for talking about products, platforms, systems, value streams and so on. The product taxonomy definitions by Ross Clanton et al.

Architecture 52

Architecture Innovation Strategy Website 52

Dynatrace

APRIL 8, 2022

While Fluentd solves the challenges of collecting and normalizing Kubernetes events and logs, Kubernetes performance and availability problems can rarely be solved by investigating logs in isolation. Precise, AI-powered anomaly root-cause determination based on automatic log analysis and custom user-defined events.

Metrics 130

Metrics Analytics Software Architecture Open Source 130

The Netflix TechBlog

JULY 12, 2019

Gatekeeper is the system at Netflix responsible for evaluating the “liveness” of videos and assets on the site. Gatekeeper accomplishes its prescribed task by aggregating data from multiple upstream systems, applying some business logic, then producing an output detailing the status of each video in each country.

Cache 183

Cache Architecture Latency Engineering 183

cdemi

FEBRUARY 20, 2017

Serverless is currently a hot topic in many modern architectural patterns. Serverless systems are still in their infancy. Serverless systems are still in their infancy. There will be many advances in the field over the coming years and it will be fascinating to see how they fit into our architectural toolkit. Advantages.

Serverless 64

Serverless Architecture Lambda Azure 64

O'Reilly Software

JANUARY 12, 2018

2018 marks the fourth year of O’Reilly’s Software Architecture Conference , a software engineering event focused on providing hands-on training experiences for technologists at all levels of an organization—from experienced developers up through CTOs. Building evolutionary software architecture.

Technology 75

Technology Technology Engineering Software Architecture 75

The Netflix TechBlog

MAY 19, 2023

By Chris Wolfe , Joey Schorr , and Victor Roldán Betancort Introduction The authorization team at Netflix recently sponsored work to add Attribute Based Access Control (ABAC) support to AuthZed’s open source Google Zanzibar inspired authorization system, SpiceDB. This would be a significant departure from its existing policy based system.

Cache 249

Cache Google Open Source Systems 249

Strategic Tech

FEBRUARY 14, 2020

The key to loose coupling is to understand how the system you are building is going to change, and minimising the cost of those changes. Is there any way it’s possible to predict the future so that our architecture can easily absorb the changes we need to make of it? However polite the words are spoken, effectively it’s a command?—?the

Architecture 98

Architecture Government Design Availability 98

O'Reilly Software

NOVEMBER 18, 2019

Thoughtful and effective decision-making was a key trend at the O’Reilly Software Architecture Conference in Berlin 2019. The ability to make good decisions might be the most important aspect of a software architecture practitioner’s job. Every day.every week.every month, you make critical architectural decisions.

Software Architecture 9

Software Architecture Architecture Software Software 9

Dynatrace

DECEMBER 16, 2019

Cloud-native software architectures provide the ability for deployment options , like Blue/Green, Canary, Dark Launches, and Feature Flagging – and make them easier. They’ll cover scenarios where run-book automation is a fit, and where application architecture supporting “self-healing” is a fit.

DevOps 103

DevOps Software Software Best Practices 103

Strategic Tech

MAY 3, 2021

Mapping out your business’s domain landscape has many benefits: knowledge sharing, generating product ideas, providing the foundation for software architecture, aligning on requirements, but a common challenge is… “where do we start?” This information is recorded using a domain event. For example: 3 Month Subscription Purchased.

Software Architecture 52

Software Architecture Architecture Design Software 52

Strategic Tech

OCTOBER 3, 2020

If you’re not familiar with the Bounded Context Canvas it is a tool for visualising the key design choices of a Bounded Context or a sub-system in your software architecture. It looks like this: An empty Bounded Context Canvas Rather than taking this image as the one true way or a best practice.

Software Architecture 97

Software Architecture Design Best Practices Architecture 97

O'Reilly

MAY 19, 2020

Software engineers represent the largest cohort, comprising almost 20% of all respondents (see Figure 1 ). Technical leads and architects (about 11%) are next, followed by software and systems architects (9+%). First, our survey didn’t ask respondents if they (or their organizations) have adopted microservices architecture.

Cloud 141

Cloud Serverless AWS Architecture 141

O'Reilly

FEBRUARY 2, 2020

Second, the behavior of AI systems changes over time. Charity Majors’ emphasis on cardinality and inferring the internal states of a system from its outputs is certainly the right direction in which to be looking, but in AI systems, the number of internal states grows by many, many orders of magnitude. Upcoming events.

Software Architecture 67

Software Architecture Monitoring Software Engineering Architecture 67

Strategic Tech

MAY 24, 2022

The global community has largely decided that in-person events are now safe again. And in the next two months I’ll be attending in-person events in Budapest and Amsterdam. I’ve used Miro exclusively for my in-person workshops and talks, and I plan to for all upcoming events. But what tools will I use? slide number}. Example 0.4

Virtualization 52

Virtualization Software Architecture Architecture Games 52

O'Reilly Software

APRIL 4, 2018

Considerations for setting the architectural foundations for a fast data platform. Google was among the pioneers that created “web scale” architectures to analyze the massive data sets that resulted from “crawling” the web that gave birth to Apache Hadoop, MapReduce, and NoSQL databases. Are there “Black Friday” events in our business?

Architecture 80

Architecture Scalability Google Operating System 80

O'Reilly

OCTOBER 31, 2019

The language, practices, and tools of cloud native architecture are prominent in Velocity Berlin proposals. SRE is a very different way of thinking about software development. Europe and the United States are different regions —and it isn’t just the metric system. Upcoming events. From the term “cloud native” itself (No.

Artificial Intelligence 53

Artificial Intelligence Google Software Architecture Cloud 53

Strategic Tech

SEPTEMBER 18, 2021

Techniques like big picture event storming are great for mapping out the business and visualising problems and opportunities, but that’s where progress can easily get stuck. How do you go from event storm to product and organizational improvements? One of the challenges I see regularly is inertia following domain discovery workshops.

Strategy 97

Strategy Technology Technology Design 97

Strategic Tech

AUGUST 26, 2018

A trip to the supermarket can teach you a lot about designing software systems and shaping teams to build them… I was recently in need of some chocolate sauce. Different parts of your system will change together at different times based on your business requirements. Shall we get a Viennetta ? That sounds good. with ice cream).

Design 40

Design Software Architecture Architecture Software 40

Strategic Tech

JULY 18, 2018

There are thousands of ways we can shape the software systems we build and organise our teams around them. Sociotechnical systems are complex systems formed of complex systems. The products themselves are software systems which grow harder and harder to reason about as they scale and age.

Design 40

Design Architecture Software Architecture Systems 40

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. System Role What is the role of a component in the system. I hope you find these variables useful.

Design 45

Design Software Architecture Strategy Technology 45

Strategic Tech

AUGUST 1, 2019

You’re building a new system and two members of your team propose alternative architectures for sending notifications. The second developer dislikes the push model and proposes a choreographed solution: when bounded contexts raise events Notifications should listen and determine when to send a notification. Which one is correct?

Architecture 40

Architecture Design Engineering Best Practices 40

Strategic Tech

FEBRUARY 16, 2022

The system needs to be highly reliable because even just a little downtime can alienate loyal customers. Two particularly relevant patterns are Efficiency Enables Evolution and Higher Order Systems Create New Sources of Worth. In Wardley lingo, Google Maps is so efficient that it acts as a building block for higher-order systems (e.g.

Innovation 52

Innovation Speed Google Strategy 52

Abhishek Tiwari

JULY 20, 2019

Store engineering squad - focus on software and systems required for the storefront including point-of-sales system, promotions, etc. Back-office engineering squad - customer support, business intelligence, real-estate management, systems for finance & HR, etc. You want to move fast.

Engineering 61

Engineering Retail Airlines Healthcare 61

Strategic Tech

FEBRUARY 14, 2019

When your software system communicates with external systems or devices, there is good reason to isolate all communication with the external system into a single place and perform the relevant translation there. An Example Gateway Interchange Context Consider a software system for remotely managing and monitoring devices.

Architecture 40

Architecture Monitoring Software Software 40