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. Also: infrastructure and operations is trending up, while DevOps is trending down. Coincidence?

Software Architecture 145

Software Architecture DevOps Data Engineering Architecture 145

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. To bring these practices to life within an organization at scale, the discipline of platform engineering has gained popularity.

Government 246

Government Best Practices DevOps Engineering 246

The Netflix TechBlog

DECEMBER 3, 2019

About two years ago, we, at our newly formed Machine Learning Infrastructure team started asking our data scientists a question: “What is the hardest thing for you as a data scientist at Netflix?” Our job as a Machine Learning Infrastructure team would therefore not be mainly about enabling new technical feats.

Open Source 238

Open Source AWS Infrastructure Energy 238

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

Uber Engineering

NOVEMBER 20, 2018

Uber’s software architectures consists of thousands of microservices that empower teams to iterate quickly and support our company’s global growth.

Software Architecture 111

Software Architecture Architecture Mobile Infrastructure 111

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

Dynatrace

APRIL 8, 2022

Detailed performance analysis for better software architecture and resource allocation. Precise, AI-powered anomaly root-cause determination based on automatic log analysis and custom user-defined events. For example, say you find multiple error events in different log files.

Metrics 245

Metrics Analytics Software Architecture Open Source 245

O'Reilly

MAY 19, 2020

O’Reilly Learning > We wanted to discover what our readers were doing with cloud, microservices, and other critical infrastructure and operations technologies. Most (90%+) respondent organizations expect to increase their usage of cloud-based infrastructure. All told, we received 1,283 responses.

Cloud 144

Cloud Serverless AWS DevOps 144

O'Reilly

OCTOBER 19, 2021

As with many burgeoning fields and disciplines, we don’t yet have a shared canonical infrastructure stack or best practices for developing and deploying data-intensive applications. What: The Modern Stack of ML Infrastructure. Adapted from the book Effective Data Science Infrastructure. Foundational Infrastructure Layers.

DevOps 145

DevOps Software Engineering Open Source Infrastructure 145

O'Reilly

MARCH 2, 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. Also: infrastructure and operations is trending up, while DevOps is trending down. Coincidence?

Artificial Intelligence 27

Artificial Intelligence Software Architecture Programming C++ 27

Strategic Tech

JANUARY 24, 2021

Shared identity services and product branding providing a more consistent experience, and shared infrastructure can enable greater productivity. These are platforms which provide tooling and infrastructure so that higher-layer teams can build and deliver their products and domains more easily and more rapidly.

Architecture 98

Architecture Mobile Infrastructure Cloud 98

Percona

MARCH 21, 2023

Tenants Multi-tenancy is a software architecture pattern where a single instance of a software application serves multiple tenants, allowing them to share resources like storage, processing power, and memory while maintaining separate, secure access to their respective data.

Serverless 143

Serverless Software Architecture Virtualization Database 143

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

cdemi

FEBRUARY 20, 2017

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. Serverless is currently a hot topic in many modern architectural patterns. This has a huge impact on application architecture, however having said that, it's not necessarily a bad idea.

Serverless 64

Serverless Architecture Lambda Azure 64

The Netflix TechBlog

DECEMBER 3, 2019

About two years ago, we, at our newly formed Machine Learning Infrastructure team started asking our data scientists a question: “What is the hardest thing for you as a data scientist at Netflix?” Our job as a Machine Learning Infrastructure team would therefore not be mainly about enabling new technical feats.

Open Source 135

Open Source AWS Infrastructure Energy 135

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

O'Reilly

NOVEMBER 12, 2019

For the inaugural O’Reilly survey on serverless architecture adoption, we were pleasantly surprised at the high level of response: more than 1,500 respondents from a wide range of locations, companies, and industries participated. The high response rate tells us that serverless is garnering significant mindshare in the community.

Serverless 94

Serverless Architecture FinTech Infrastructure 94

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 125

AWS Programming Latency Architecture 125

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

Smashing Magazine

NOVEMBER 22, 2021

Implementing this change enabled us to take major steps such as updating our infrastructure along with completely rewriting our core functionality from the ground up. Upgrading Our Services And Infrastructure. To that end, we are investigating new browser capabilities as well as additional changes to our own infrastructure.

Website 141

Website Performance Google Website Performance 141

Dynatrace

APRIL 8, 2022

Detailed performance analysis for better software architecture and resource allocation. Precise, AI-powered anomaly root-cause determination based on automatic log analysis and custom user-defined events. For example, say you find multiple error events in different log files.

Metrics 130

Metrics Analytics Software Architecture Open Source 130

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

MARCH 16, 2021

There are a few qualities that differentiate average from high performing software engineering organisations. I believe that attitude towards the design of code and architecture is one of them. In Accelerate , Nicole Forsgren shows a link between well-designed, loosely-coupled architecture and more frequent software delivery.

Software Engineering 80

Software Engineering Design Engineering Software 80

O'Reilly

OCTOBER 31, 2019

Our analysis of speaker proposals from the 2019 edition of the O’Reilly Velocity Conference in Berlin turned up several interesting findings related to infrastructure and operations: Cloud native is preeminent. The language, practices, and tools of cloud native architecture are prominent in Velocity Berlin proposals.

Artificial Intelligence 55

Artificial Intelligence Google Software Architecture Cloud 55

Apica

OCTOBER 17, 2022

Software defines the customer’s journey with a brand – meaning user journeys are at the center of software quality, now more than ever. For the purpose of this series, we’re talking about digital user journeys, which flow through software and infrastructure rather than through people in the field or at service desks.

Retail 52

Retail Website Infrastructure Software Architecture 52

O'Reilly

DECEMBER 2, 2019

We recently conducted a survey on serverless architecture adoption. Key findings from the serverless survey include: 40% of respondents work at organizations that have adopted serverless architecture in some form or another. That’s the real promise of 5G. Mike Loukides. Radar data points: Recent research and analysis.

Wireless 55

Wireless Serverless IoT Artificial Intelligence 55

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. Creating a shared dependency can boost the productivity of downstream teams. Can consumers refuse to migrate?

Software Architecture 40

Software Architecture Efficiency Innovation Architecture 40

Strategic Tech

JUNE 28, 2022

Likewise, the same mindset needs to be applied to infrastructure. Teams need to be able to build and deploy software very easily. But without investment in strong technical practices that keep code healthy and evolvable, you will never be able to go fast, regardless of how teams are organized.

Processing 52

Processing Architecture Strategy Infrastructure 52

Tasktop

OCTOBER 30, 2019

Scott Havens, Senior Director of Engineering at Mode Operandi, highlighted the benefits of event-based systems over legacy approaches, and how software architecture should be just as beautiful as the clothes on sale. Just look at how ugly that service-oriented architecture is!” I was like, “Wow! What’s next?

DevOps 8

DevOps Education Innovation Metrics 8

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. Whenever a team starts on a piece of work they should own all of the code and infrastructure that needs to change in order to deliver the work.

Systems 40

Systems Social Media Design Media 40