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 132

Software Architecture DevOps Data Engineering Architecture 132

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 134

Open Source AWS Infrastructure Energy 134

Dynatrace

MAY 23, 2022

Data supports this shift from monolithic architecture to microservices approaches. IDC predicted, by 2022, 90% of all applications will feature microservices architectures that improve the ability to design, debug, update, and use third-party code. What is monolithic architecture? Less code and stack lock-in.

Architecture 203

Architecture DevOps Monitoring Programming 203

Strategic Tech

JULY 21, 2020

Architecture modernisation tools and techniques for each phase (these lists are not exhaustive) Business Strategy Alignment Software architecture is the significant technical decisions that have business consequences. This means a software architecture should be purposely designed for the most favourable business consequences.

Architecture 98

Architecture Design Software Architecture Strategy 98

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. All Wix sessions contain custom instrumentation code that gathers performance metrics and transmits this information anonymously back to our telemetry servers.

Website 126

Website Performance Google Media 126

O'Reilly

NOVEMBER 12, 2019

Respondents who have implemented serverless made custom tooling the top tool choice—implying that vendors’ tools may not fully address what organizations need to deploy and manage a serverless infrastructure. A related point: the rise of the serverless paradigm coincides with what we’ve referred to elsewhere as “ Next Architecture.”

Serverless 88

Serverless Architecture FinTech Infrastructure 88

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. The same mindset should also be applied to architecture; involve the whole team and challenge the small details.

Software Engineering 80

Software Engineering Design Engineering Software 80

The Netflix TechBlog

JULY 12, 2019

Incremental Hollow is like a faster time machine To achieve this, we created an incremental Hollow infrastructure for Netflix, leveraging work which had been done in the Hollow library earlier, and pioneered in production usage by the Streaming Platform Team at Target (and is now a public non-beta API ).

Cache 183

Cache Architecture Latency Engineering 183

Strategic Tech

JUNE 28, 2022

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. Likewise, the same mindset needs to be applied to infrastructure. Teams need to be able to build and deploy software very easily.

Processing 52

Processing Architecture Strategy Infrastructure 52

cdemi

FEBRUARY 20, 2017

Rapid Development - You can quickly deploy a function without having to worry about infrastructure resources and growth. Performance - Serverless Functions that are used less frequently may suffer from warmup response latency, where the infrastructure needs some time to deploy the function. Disadvantages. Amazon: AWS Lambda.

Serverless 64

Serverless Architecture Lambda Azure 64

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. Typically they deploy software once a quarter and love to have code freezes. Creating a shared dependency can boost the productivity of downstream teams.

Software Architecture 40

Software Architecture Efficiency Innovation Architecture 40

O'Reilly

MARCH 2, 2020

It’s not about getting software developers to write code faster. Perhaps the appropriate yardstick for AI projects is the experiment itself, not the code committed to git.). Software architecture, infrastructure, and operations are each changing rapidly. Can Agile work for large teams? Coincidence?

Artificial Intelligence 20

Artificial Intelligence Software Architecture Programming Infrastructure 20

O'Reilly Software

OCTOBER 23, 2018

It's a given that we must design a system, including a local software architecture, that actually runs, that is "solid." The architect is hopefully not concerned with low-level details of the code itself inside one system but is more focused on where data center boundaries are crossed, where system component boundaries are crossed.

Strategy 100

Strategy Architecture Technology Technology 100

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

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