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

Software Architecture

AUGUST 24, 2017

Memcached is more memory efficient than Redis. Redis is more memory efficient only after you use hashes. Redis vs Memcached was originally published in Software Architecture on Medium, where people are continuing the conversation by highlighting and responding to this story. Redis supports almost all types of data.

Traffic 100

Traffic Software Architecture Website Efficiency 100

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. Stepping back, it’s clear how RabbitMQ has become an essential tool in modern software architecture.

IoT 130

IoT Software Architecture Architecture Scalability 130

Scalegrid

JUNE 28, 2024

It offers benefits like increased reliability, efficient resource utilization, decoupling of components, and support for multiple programming languages. RabbitMQ allows consumer programs to wait and receive messages from producers, ensuring efficient message delivery and processing.

IoT 130

IoT Healthcare Programming Open Source 130

O'Reilly

OCTOBER 19, 2021

This is both frustrating for companies that would prefer making ML an ordinary, fuss-free value-generating function like software engineering, as well as exciting for vendors who see the opportunity to create buzz around a new category of enterprise software. All ML projects are software projects.

DevOps 145

DevOps Software Engineering Infrastructure Open Source 145

The Netflix TechBlog

MARCH 10, 2020

by Damir Svrtan and Sergii Makagon As the production of Netflix Originals grows each year, so does our need to build apps that enable efficiency throughout the entire creative process.

Architecture 346

Architecture Transportation Java Strategy 346

The Netflix TechBlog

MAY 19, 2023

Netflix is always looking for security, ergonomic, or efficiency improvements, and this extends to authorization tools. Once you accept that adding input arguments to the distributed cache isn’t efficient, you naturally gravitate toward the first question: what if you keep those inputs out of the cached subproblems?

Cache 255

Cache Google Open Source Systems 255

SQL Performance

JULY 8, 2021

I spend a large amount of time translating software requirements into schema and queries. Every time we interact with software that displays a table, we can expect the columns to be sortable like this: Sort-By-Colunn is a great pattern when all the data can fit in the browser. Guest Author : Michael J Swart ( @MJSwart ). Conclusion.

Design 92

Design Software Architecture Database Servers 92

All Things Distributed

NOVEMBER 15, 2010

Modern CPUs strongly favor lower latency of operations with clock cycles in the nanoseconds and we have built general purpose software architectures that can exploit these low latencies very well. One trade-off area where our general purpose CPUs were not performing well was that of massive fine grain parallelism.

AWS 125

AWS Programming Latency Architecture 125

The Netflix TechBlog

JULY 12, 2019

The net result is, for many datasets, vastly more efficient use of RAM. and can achieve orders of magnitude more efficient data access, which opens up many possibilities. with the same amount of memory Hollow may be able to cache 100% of your dataset and achieve a 100% hit rate.

Cache 184

Cache Architecture Engineering Latency 184

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+%). Almost one-quarter (23%) of respondents work in the software industry ( Figure 3 ). Respondent Demographics.

Cloud 144

Cloud Serverless AWS DevOps 144

Strategic Tech

DECEMBER 2, 2018

To address this challenge, I’d like to introduce you to the concept of Alignment Efficiency. I’ll show you some example scenarios to help you understand this concept, and I’ll demonstrate sociotechnical architecture patterns you can apply in your organisation to optimise your alignment efficiency. Aligned Autonomy ?—?which

Efficiency 40

Efficiency Speed Innovation Transportation 40

Smashing Magazine

NOVEMBER 22, 2021

In order to create change across our entire organization, we needed to get all the relevant employees, partners, and even customers up to speed about performance quickly and efficiently. This required a lot of planning and forethought, and quite a bit of trial and error. Creating A Performance Culture.

Website 141

Website Performance Google Website Performance 141

O'Reilly Software

APRIL 4, 2018

Here are five considerations every software architect and developer needs to take into account when setting the architectural foundations for a fast data platform. Determine requirements first. We discussed how fast data applications and microservices converge on the conceptual and executional levels.

Architecture 80

Architecture Scalability Google Operating System 80

ScaleOut Software

NOVEMBER 24, 2020

Rapid advances in the telematics industry have dramatically boosted the efficiency of vehicle fleets and have found wide ranging applications from long haul transport to usage-based insurance. Real-time digital twins can address these shortcomings with a powerful, fast, easy to develop, and highly scalable software architecture.

Analytics 52

Analytics Architecture Scalability Software Architecture 52

O'Reilly Software

OCTOBER 23, 2018

Likewise, the term "architect" didn't enter popular usage to describe a role in the software field until the late 1990s. It's a given that we must design a system, including a local software architecture, that actually runs, that is "solid." the user experience and design) and within the software construction itself.

Strategy 100

Strategy Architecture Technology Technology 100

cdemi

FEBRUARY 20, 2017

Let's talk about the elephant in the room; Serverless doesn't really mean that there are no Software or Hardware servers. It just means that from Software Development perspective, servers are abstracted and outsourced to another entity, so you don't need to worry about it. Advantages and Disadvantages of Serverless. Advantages.

Serverless 64

Serverless Architecture Lambda Azure 64

Strategic Tech

DECEMBER 12, 2019

In software, reacting to unforeseen circumstances in real-time is not possible. The gap between defining business requirements and translating them into software needs to be minimised in order to prevent this category of problems. In the software system, we need to decide the business transaction boundaries aka DDD Aggregates.

Healthcare 10

Healthcare Software Architecture Database Software 10

Strategic Tech

JUNE 4, 2019

One of the key decisions we need to make in software architecture and in our organisations is when and where to create shared services and organise teams to build them. Will the shared service improve business efficiency or eliminate waste? In this respect, the high number of consumers means higher efficiency.

Software Architecture 40

Software Architecture Efficiency Innovation Architecture 40

Strategic Tech

MAY 24, 2019

how to design software architectures and organise teams around them. Alignment Efficiency Varying the shape of a boundary will alter the dynamics of collaboration between teams who need to be aligned, which may be more or less efficient for achieving goals.

Design 45

Design Software Architecture Strategy Technology 45

Tasktop

DECEMBER 18, 2019

But it is time for us to move beyond manufacturing analogies, and to craft a new narrative for this next phase of the Age of Software. What makes The Unicorn Project so unique is the way that it unapologetically dives into the depths of software delivery. By definition, product value streams have to be aligned to a customer.

Software Architecture 45

Software Architecture Architecture Metrics Software 45

Strategic Tech

FEBRUARY 16, 2022

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. map-based property search) which deliver new type of value (e.g.

Innovation 52

Innovation Speed Google Strategy 52

Strategic Tech

JUNE 28, 2022

“If our teams were just organized in the right way, and we adopted the agile process, we’d be so much more efficient.” Teams need to be able to build and deploy software very easily. What’s your feeling when reading that quote? Are you strongly in agreement, generally in agreement, or perhaps you’re shaking your head in disagreement?

Processing 52

Processing Architecture Strategy Infrastructure 52

Strategic Tech

JUNE 23, 2018

Loosely-coupled teams enabled by loosely-coupled software architecture is one of the strongest predictors of continuous delivery performance and organizational scaling. Collaborating with these teams was orders of magnitude less efficient (Geography was a big part but so were technical, cultural, and organisational aspects).

Systems 40

Systems Social Media Design Media 40