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 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

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.

Serverless 64

Serverless Architecture Lambda Azure 64

O'Reilly

DECEMBER 2, 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. We hope you’ll join us at our upcoming events: O’Reilly Software Architecture Conference in New York , February 23-26, 2020.

Wireless 53

Wireless Serverless IoT Artificial Intelligence 53

Dynatrace

DECEMBER 23, 2020

Distributed tracing follows an interaction by tagging it with a unique identifier, which stays with it as it interacts with microservices, containers, and infrastructure. It can also offer real-time visibility into user experience, from the top of the stack right down to the application layer and the large-scale infrastructure beneath.

Infrastructure 202

Infrastructure Cloud Monitoring Metrics 202

Strategic Tech

MARCH 16, 2021

When I’ve worked with organisations deploying to production tens or hundreds of times per-day, it was this obsession on the small details that made the code and infrastructure easier to continuously improve and deploy. 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

Dynatrace

DECEMBER 23, 2020

Distributed tracing follows an interaction by tagging it with a unique identifier, which stays with it as it interacts with microservices, containers, and infrastructure. It can also offer real-time visibility into user experience, from the top of the stack right down to the application layer and the large-scale infrastructure beneath.

Infrastructure 145

Infrastructure Cloud Monitoring Metrics 145

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 138

DevOps Software Engineering Infrastructure Open Source 138

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 127

Serverless Software Architecture Virtualization Database 127

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 232

Open Source AWS Infrastructure Energy 232

Dynatrace

DECEMBER 8, 2021

In contrast to modern software architecture, which uses distributed microservices, organizations historically structured their applications in a pattern known as “monolithic.” ” A monolithic software application has a few properties that are important to understand. Let’s break it down.

Cloud 223

Cloud Serverless Hardware Operating System 223

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 126

Website Performance Google Media 126

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 176

Metrics Analytics Software Architecture Open Source 176

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

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." This document, the architecture definition , serves as the technologist's answer to the blueprint. It must be beautiful, like Venus, inspiring love. This is sometimes translated as "delightful.".

Strategy 100

Strategy Architecture Technology Technology 100

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

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

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. Critical Skills for Success.

Cloud 141

Cloud Serverless AWS Architecture 141

Dynatrace

MAY 23, 2022

“This means reinventing IT around a distributed cloud infrastructure, public cloud software stacks, agile and cloud-native app development and deployment, AI as the new user interface, and new, pervasive approaches to security and trust at scale.” Which software architecture suits your solution and business best?

Architecture 192

Architecture DevOps Monitoring Programming 192

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!” Photo credit: @DOES_USA. I was like, “Wow!

DevOps 8

DevOps Education Innovation Metrics 8

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

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

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 21

Artificial Intelligence Software Architecture Programming Infrastructure 21

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.

Software Architecture 40

Software Architecture Efficiency Innovation Architecture 40

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

All Things Distributed

NOVEMBER 15, 2010

These trade-offs have even impacted the way the lowest level building blocks in our computer architectures have been designed. 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.Â

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. 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