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

MAY 23, 2022

According to IDC, the requirement of the digital economy to deliver high-quality applications at the speed of business has driven a shift to highly modular, distributed, and continuously updated microservices-based architectures that use cloud-native technologies. Which software architecture suits your solution and business best?

Architecture 263

Architecture DevOps Monitoring Programming 263

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

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

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

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 94

Serverless Architecture FinTech Infrastructure 94

All Things Distributed

NOVEMBER 15, 2010

Expanding the Cloud - Adding the Incredible Power of the Amazon EC2 Cluster GPU Instances. These trade-offs have even impacted the way the lowest level building blocks in our computer architectures have been designed. Cluster GPU programming in the Cloud with the Amazon Web Services changes of all of that. Comments ().

AWS 125

AWS Programming Latency Architecture 125

Scalegrid

JUNE 28, 2024

It offers a reliable and scalable messaging solution that adapts effortlessly to various deployment scenarios such as cloud services, on-site infrastructures, or personal computing devices, attributes that make it highly valued by enterprises looking for resilience and strength in their architectures.

IoT 130

IoT Healthcare Programming Open Source 130

Strategic Tech

JANUARY 24, 2021

When I worked with Salesforce, the top-level organizational abstractions were clouds. The Salesforce Marketing Cloud was a substantial business in it’s own right, employing thousands of people and generating close to a billion dollars in revenue per-year. Part 2 of this series looked at the lowest organzational abstraction level?

Architecture 98

Architecture Mobile Infrastructure Cloud 98

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. Serverless can be achieved on Clouds.

Serverless 64

Serverless Architecture Lambda Azure 64

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. Mesos achieves that unification by aggregating the infrastructure resources, and then offering resources slices, like x CPUs, y MB RAM, and z GB disk, to applications.

Architecture 80

Architecture Scalability Google Operating System 80

O'Reilly

OCTOBER 31, 2019

But unlike Watson, I can tell you where those quantum computers will be: they will live in the cloud. The total market might end up being a few dozen—but because of the cloud, that will be all we need. 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

What would the world look like if all of our storage was in the cloud, and access to that storage was so fast we didn’t care? If an office can get that kind of bandwidth to my laptop, with adequate guarantees for cloud security, why should we worry about office LANs? I do regular backups, but I know I’m the exception.

Wireless 55

Wireless Serverless IoT Network 55

Strategic Tech

JUNE 2, 2021

Architecture Modernization Sequencing Grid Starting with a new Product or Feature An example of low hanging modernization fruit is a brand new feature that needs to be built and can be delivered in isolation with no dependencies on existing systems. There is a lot to be discovered by modernizing an existing part of the architecture.

Architecture 52

Architecture Infrastructure Technology Technology 52

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. The shared service team are committed to building cloud native systems and deploying to production every day. Will the shared service team be responsive?

Software Architecture 40

Software Architecture Efficiency Innovation Architecture 40

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

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