Dynatrace

NOVEMBER 14, 2023

Golden Paths for rapid product development Modern software development aims to streamline development and delivery processes to ensure fast releases to the market without violating quality and security standards. The new functionality has already been released and is available for your use.

Government 246

Government Best Practices DevOps Engineering 246

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. Detailed performance analysis for better software architecture and resource allocation. Get started today.

Metrics 245

Metrics Analytics Software Architecture Open Source 245

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.

Engineering 245

Engineering Tuning Latency Open Source 245

O'Reilly

FEBRUARY 18, 2020

Software architecture, infrastructure, and operations are each changing rapidly. The shift to cloud native design is transforming both software architecture and infrastructure and operations. Trends in software architecture, infrastructure, and operations.

Software Architecture 145

Software Architecture DevOps Data Engineering Architecture 145

The Netflix TechBlog

DECEMBER 3, 2019

The infrastructure should allow them to exercise their freedom as data scientists but it should provide enough guardrails and scaffolding, so they don’t have to worry about software architecture too much. If your workflow supports parallelism, Metaflow takes advantage of all CPU cores available on your development machine.

Open Source 238

Open Source AWS Infrastructure Energy 238

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

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

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

Scalegrid

JUNE 7, 2024

In this article, we will explore what RabbitMQ is, its mechanisms to facilitate message queueing, its role within software architectures, and the tangible benefits it delivers in real-world scenarios. In contrast, ensuring consumers pass on newly available messages with minimal delay.

IoT 130

IoT Software Architecture Architecture Scalability 130

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

The Netflix TechBlog

JULY 12, 2019

Old Gatekeeper Architecture This model had several problems associated with it: This process was completely I/O bound and put a lot of load on upstream systems. New Gatekeeper Architecture With this model, liveness evaluation is conceptually separated from the data retrieval from upstream systems.

Cache 184

Cache Architecture Latency Engineering 184

Software Architecture

AUGUST 24, 2017

So, this configuration is a good way to achieve immediate consistency, if you need very high performance, optimize writes at the expense of slower and lower availability on your reads. Cassandra attempts to write the data to all 3 nodes but after this operation is successful, you only have the guarantee that data will be current on 1 node.

Software Architecture 100

Software Architecture Architecture Availability Performance 100

All Things Distributed

NOVEMBER 15, 2010

This incredible power is available for anyone to use in the usual pay-as-you-go model, removing the investment barrier that has kept many organizations from adopting GPUs for their workloads even though they knew there would be significant performance benefit. The different stages were then load balanced across the available units.

AWS 125

AWS Programming Latency Architecture 125

Software Architecture

AUGUST 24, 2017

Also, it might so happen that 2 out of 3 replica nodes might be down or query might be failed and you will still get a result because CL = ONE, so you have highest availability. For all these benefits, the price you pay is lower consistency. So, your consistency guarantees are much lower. Comments and thoughts welcome.

Software Architecture 100

Software Architecture Database Tuning Servers 100

Software Architecture

AUGUST 24, 2017

Because it is redundant, you get no benefit of this configuration and you’re only going to reduce throughput, and performance as well as lower availability. So, you give up few milliseconds of consistency here and get highest throughput, highest performance and highest availability. Comments and thoughts welcome.

Tuning 100

Tuning Software Architecture Database C++ 100

All Things Distributed

APRIL 27, 2011

Look inside a current textbook on software architecture, and youll find few patterns that we dont apply at Amazon. Service-oriented architecture -- or SOA -- is the fundamental building abstraction for Amazon technologies. These implementations are based on the concept of eventual consistency.

Technology 127

Technology Technology AWS Storage 127

O'Reilly

MAY 19, 2020

Interestingly, multi-cloud, or the use of multiple cloud computing and storage services in a single homogeneous network architecture, had the fewest users (24% of the respondents). First, our survey didn’t ask respondents if they (or their organizations) have adopted microservices architecture. AI in Production, Poised for Growth.

Cloud 144

Cloud Serverless AWS DevOps 144

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

O'Reilly

OCTOBER 19, 2021

Today, a number of cloud-based, auto-scaling systems are easily available, such as AWS Batch. While Git , GitHub, and other similar tools for software version control work well for code and the usual workflows of software development, they are a bit clunky for tracking all experiments, models, and data. Software Architecture.

DevOps 145

DevOps Software Engineering Open Source Infrastructure 145

Scalegrid

JUNE 28, 2024

Integrating such a backend service system supported by RabbitMQ into a web application’s architecture can drastically alter its operational dynamics. This makes RabbitMQ an attractive option for developers and enterprises seeking to optimize their software architecture. Is RabbitMQ a good fit for a microservices architecture?

IoT 130

IoT Healthcare Programming Open Source 130

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. Detailed performance analysis for better software architecture and resource allocation. Get started today.

Metrics 130

Metrics Analytics Software Architecture Open Source 130

The Netflix TechBlog

DECEMBER 3, 2019

The infrastructure should allow them to exercise their freedom as data scientists but it should provide enough guardrails and scaffolding, so they don’t have to worry about software architecture too much. If your workflow supports parallelism, Metaflow takes advantage of all CPU cores available on your development machine.

Open Source 135

Open Source AWS Infrastructure Energy 135

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. Every tool you use is somebody’s pizza, and you should always look for opportunities to tweak the recipe and find something that tingles your modelling tastebuds.

Software Architecture 97

Software Architecture Design Best Practices Architecture 97

Strategic Tech

FEBRUARY 14, 2020

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? One thing I want you to notice is that good architecture is about more than just defining good boundaries. In DDD a bounded context is an independent, loosely-coupled architectural component.

Architecture 98

Architecture Government Design Availability 98

Strategic Tech

JUNE 2, 2021

Modernizing an architecture usually take years. Low Hanging Fruit vs Last Toothpaste in the Tube In the dream scenario, there is an area of the architecture which has a high value to the business when modernized and has little complexity. In the Architecture Modernization Sequencing Grid, this is the bottom right corner.

Architecture 52

Architecture Infrastructure Technology Technology 52

Strategic Tech

DECEMBER 29, 2020

In Part 1 of this series, a shared language was proposed to accurately describe different elements of a business’s architecture. We can now start to slice and group those architectural pieces into team-sized chunks and analyse the trade-offs of each pattern, and explore contexts in which they might be applicable.

Architecture 59

Architecture Design Mobile Systems 59

Tech News Gather

MARCH 30, 2022

There are numerous options available. A Tech Stack is a set of tools developers use to build an app or any digital product like websites, software, and alike. It requires considerate analysis of the business objectives, devising steps and constructing software architecture. Hence the choice needs to be made appropriately.

Technology 96

Technology Technology C++ Mobile 96

Abhishek Tiwari

APRIL 2, 2015

For those who are not familiar with MVC (Model–view–controller), MVC is a software architectural pattern primarily used for web development and to implement user interfaces. Ruby on Rails (RoR), Django, Spring MVC, ASP.net, Symfony, Zend, Express are some of the most popular MVC frameworks currently available for rapid web development.

Software Architecture 52

Software Architecture Architecture Availability Software 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. Back in the days of Web 1.0,

Architecture 80

Architecture Scalability Google Operating System 80

ScaleOut Software

NOVEMBER 24, 2020

However, telematics architectures face challenges in responding to telemetry in real time. Current Telematics Architecture. This telematics architecture has evolved to handle ever increasing message rates (often reaching 2K messages per second), make up-to-the-minute information available to dispatchers, and feed offline analytics.

Analytics 52

Analytics Architecture Scalability Software Architecture 52

O'Reilly

OCTOBER 31, 2019

Yes, there have been some small quantum computers available; IBM has quantum computers available in the cloud , including a 5-qubit machine that anyone can try for free. The language, practices, and tools of cloud native architecture are prominent in Velocity Berlin proposals. Scaling quantum computing isn’t trivial.

Artificial Intelligence 55

Artificial Intelligence Google Software Architecture Cloud 55

Strategic Tech

NOVEMBER 24, 2020

These documents are in the public domain (= available to everybody). Software architects might want to see the domain boundaries for 100 microservices. The Enterprise Architecture world uses the concept of Business Capabilities at different levels. This definition of a domain is very fuzzy. What is an area of interest?

Design 98

Design Strategy Systems Architecture 98

Smashing Magazine

NOVEMBER 22, 2021

And it also engaged with the performance community as a whole, for example by attending conferences, bringing in domain experts, and studying up on modern architectures such as the Jamstack. To this end, the team built on the expertise that it had already gained while working on specific performance projects. Measuring And Monitoring.

Website 141

Website Performance Google Website Performance 141

Tasktop

NOVEMBER 20, 2019

Gene shared with me his experiences building apps in Clojure, and I showed him visualizations that I created to show how the flow of value in my open source projects affected both software architecture and organizational structure. Then I started sharing my ideas for a book that would build on these concepts.

DevOps 45

DevOps Software Architecture Open Source Architecture 45

Particular Software

APRIL 27, 2020

Takeaways Information-dense videos on software architecture can be difficult to consume on your own. And few people will claim that watching densely-packed architectural videos all day is a substitute for in-person training. My colleagues who’d attended it before felt the same way. It also worked very well as a video course.

Transportation 52

Transportation Systems Education Software Architecture 52

ScaleOut Software

AUGUST 18, 2018

IMDGs enable transparent performance scaling, which is required to ensure fast event handling, and they typically have built-in high availability. What is required is a software architecture that enables seamless migration without requiring application code to be reimplemented for execution on edge-based platforms.

IoT 45

IoT Ecommerce Latency Analytics 45

Apica

OCTOBER 17, 2022

Distracted by distributed, dynamic architectures. The decentralization of our software architectures has become a Gordian Knot that is too hard to untangle through UAT and traditional functional and load testing scripts. The quality of their experience with the app is all about checking that the dinner will arrive when promised.

Retail 52

Retail Website Infrastructure Software Architecture 52