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

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. However, telematics architectures face challenges in responding to telemetry in real time. Current Telematics Architecture.

Analytics 52

Analytics Architecture Scalability Software Architecture 52

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

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

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

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

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. We decided to build our app based on principles behind Hexagonal Architecture and Uncle Bob’s Clean Architecture.

Architecture 345

Architecture Transportation Java Strategy 345

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

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

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 137

DevOps Software Engineering Infrastructure Open Source 137

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. Measuring And Monitoring.

Website 126

Website Performance Google Media 126

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 141

Cloud Serverless AWS Architecture 141

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 249

Cache Google Open Source Systems 249

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. 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.

Cache 183

Cache Architecture Latency Engineering 183

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

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

All Things Distributed

NOVEMBER 15, 2010

Building general purpose architectures has always been hard; there are often so many conflicting requirements that you cannot derive an architecture that will serve all, so we have often ended up focusing on one side of the requirements that allow you to serve that area really well. From CPU to GPU.

AWS 136

AWS Latency Programming Architecture 136

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. With loosely-coupled architectures we can invest more granularly where payback is greatest. Diligently-crafted boundaries give us strategic-flexibility.

Systems 40

Systems Social Media Design Media 40

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