Dynatrace

AUGUST 12, 2020

As companies strive to innovate and deliver faster, modern software architecture is evolving at near the speed of light. It allows for the breaking up of heavy monolithic architectures into multiple serverless “functions.” Dynatrace news.

Serverless 246

Serverless Azure Monitoring Lambda 246

O'Reilly

FEBRUARY 18, 2020

This year’s growth in Python usage was buoyed by its increasing popularity among data scientists and machine learning (ML) and artificial intelligence (AI) engineers. Software architecture, infrastructure, and operations are each changing rapidly. Python libraries are no less useful for manipulating or engineering data, too.).

Software Architecture 145

Software Architecture DevOps Data Engineering Architecture 145

Dynatrace

APRIL 8, 2022

Detailed performance analysis for better software architecture and resource allocation. For example, you can count specific error or alert events and chart them, create Service Level Indicators for SLO tracking, or feed the events back to the Dynatrace Davis AI-engine for refined root-cause analysis.

Metrics 245

Metrics Analytics Software Architecture 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

The Netflix TechBlog

DECEMBER 3, 2019

mainly because of mundane reasons related to software engineering. They know that feature engineering is critical for many models, so they want to stay in control of model inputs and feature engineering logic. Instead, we heard stories about projects where getting the first version to production took surprisingly long?—?mainly

Open Source 238

Open Source AWS Infrastructure Energy 238

Dynatrace

AUGUST 12, 2020

As companies strive to innovate and deliver faster, modern software architecture is evolving at near the speed of light. It allows for the breaking up of heavy monolithic architectures into multiple serverless “functions.” Dynatrace news.

Serverless 217

Serverless Azure Monitoring Lambda 217

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 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. Software Architecture. This approach is not novel.

DevOps 145

DevOps Software Engineering Infrastructure Open Source 145

Abhishek Tiwari

JULY 20, 2019

When it comes to organising engineering teams, a popular view has been to organise your teams based on either Spotify's agile model (i.e. One thing stand-out to me is being intentional and practical about your engineering organisation design. squads, chapters, tribes, and guilds) or simply follow Amazon's two-pizza team model.

Engineering 61

Engineering Retail Airlines Healthcare 61

O'Reilly Software

DECEMBER 4, 2018

Several years ago, many companies experimented with microservices but had doubts about the operational complexity and engineering maturity required to achieve success. The O'Reilly Software Architecture Conference tracks microservices, and we periodically check in with practitioners to see how it’s being implemented in the real world.

Software Architecture 95

Software Architecture Best Practices Architecture Engineering 95

Strategic Tech

NOVEMBER 1, 2021

The 2010s were a turning-point in the history of software engineering. or “How do software architecture, domains, Conway’s Law, Team Topologies, and value streams all fit together?”. Looking Ahead… Momentum is clearly building around the concept of value streams and the discipline of Value Stream Architecture.

Software Architecture 98

Software Architecture Architecture DevOps Software 98

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

O'Reilly

MARCH 2, 2020

This year’s growth in Python usage was buoyed by its increasing popularity among data scientists and machine learning (ML) and artificial intelligence (AI) engineers. Software architecture, infrastructure, and operations are each changing rapidly. Also: infrastructure and operations is trending up, while DevOps is trending down.

Artificial Intelligence 27

Artificial Intelligence Software Architecture Programming C++ 27

The Netflix TechBlog

JULY 12, 2019

By Drew Koszewnik This is the story about how the Content Setup Engineering team used Hollow, a Netflix OSS technology, to re-architect and simplify an essential component in our content pipeline?—?delivering A reduction in the time the Content Setup Engineering team spends on performance-related issues.

Cache 184

Cache Architecture Latency Engineering 184

The Netflix TechBlog

MARCH 10, 2020

Our wider Studio Engineering Organization has built more than 30 apps that help content progress from pitch (aka screenplay) to playback: ranging from script content acquisition, deal negotiations and vendor management to scheduling, streamlining production workflows, and so on.

Architecture 346

Architecture Transportation Java Strategy 346

Adrian Cockcroft

JANUARY 17, 2022

There were five trends and topics for 2021, Serverless First, Chaos Engineering, Wardley Mapping, Huge Hardware, Sustainability. I did a few talks on this subject early in the year, and linked this to the sustainability advantages of serverless architectures. primarily virtual?—?and and develop the ideas in this deck further.

Serverless 98

Serverless Hardware AWS Architecture 98

All Things Distributed

APRIL 27, 2011

Look inside a current textbook on software architecture, and youll find few patterns that we dont apply at Amazon. And while many of our systems are based on the latest in computer science research, this often hasnt been sufficient: our architects and engineers have had to advance research in directions that no academic had yet taken.

Technology 127

Technology Technology AWS Storage 127

The Netflix TechBlog

DECEMBER 3, 2019

mainly because of mundane reasons related to software engineering. They know that feature engineering is critical for many models, so they want to stay in control of model inputs and feature engineering logic. Instead, we heard stories about projects where getting the first version to production took surprisingly long?—?mainly

Open Source 135

Open Source AWS Infrastructure Energy 135

DZone

NOVEMBER 9, 2021

It’s like working with the code without writing it.nnUnfortunately, I know multiple very senior engineers who really like to go with “fire, aim, ready” approach. "}">I have interviewed many engineers and managers lately, and one of the standard questions I ask is how to build high-quality software.

Software 245

Software Software Code Design 245

O'Reilly

FEBRUARY 2, 2020

Collaboration between AI developers and operations teams will lead to growing pains on both sides, especially since many data scientists and AI researchers have had limited exposure to, or knowledge of, software engineering. O’Reilly Strata Data & AI Conference , San Jose, March 15-18.

Software Architecture 108

Software Architecture Monitoring Software Engineering Code 108

Dynatrace

APRIL 8, 2022

Detailed performance analysis for better software architecture and resource allocation. For example, you can count specific error or alert events and chart them, create Service Level Indicators for SLO tracking, or feed the events back to the Dynatrace Davis AI-engine for refined root-cause analysis.

Metrics 130

Metrics Analytics Software Architecture Open Source 130

O'Reilly

SEPTEMBER 12, 2023

Software architecture is a distinct specialty that has only become more important over time. Any engineer knows that design is all about tradeoffs—in this case, trading off repetition against complexity—but difficult as these tradeoffs may be for humans, it isn’t clear to me that generative AI can make them any better, if at all.

Software 140

Software Software Development Programming 140

O'Reilly

MAY 19, 2020

More than one-third have adopted site reliability engineering (SRE); slightly less have developed production AI services. Software engineers represent the largest cohort, comprising almost 20% of all respondents (see Figure 1 ). Presence of a Site Reliability Engineering (SRE) team within respondents’ organizations.

Cloud 144

Cloud Serverless AWS DevOps 144

The Netflix TechBlog

MAY 19, 2023

By sponsoring the project, Netflix was able to help AuthZed prioritize engineering effort and accelerate adding Caveats to SpiceDB. Clearly, Netflix wasn’t the only one facing challenges when reconciling SpiceDB with policy-based approaches, so Netflix decided to help!

Cache 255

Cache Google Open Source Systems 255

O'Reilly

AUGUST 9, 2022

A book about prompt engineering for DALL-E already exists; in a way, that’s trying to reverse-engineer a formal language for generating images. Is the craft of software architecture different from the craft of programming? We don’t really have a good language for describing software design.

Programming 119

Programming Java C++ Design 119

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 125

AWS Programming Latency Architecture 125

O'Reilly

NOVEMBER 12, 2019

More than a fifth of the respondents work in the software industry—skewing results toward the concerns of software companies, and helping explain the preponderance of those with software engineering roles. As noted earlier, the majority of survey respondents are software engineers. Concluding thoughts.

Serverless 94

Serverless Architecture FinTech Infrastructure 94

Strategic Tech

APRIL 11, 2021

The microservices era has been good for software architecture. A domain service builds on the basic definition of a microservice: it’s a loosely-coupled, independently deployable element of software architecture which is owned by a single team. I remember when the idea of multiple databases was punishable by death.

Software Architecture 52

Software Architecture Architecture Design Games 52

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. In 2016, Apache Spark introduced Structured Streaming , a new streaming engine based on the SparkSQL abstractions and runtime optimizations.

Architecture 80

Architecture Scalability Google Operating System 80

ScaleOut Software

NOVEMBER 24, 2020

Here’s a typical telematics architecture for processing telemetry from a fleet of trucks: Each truck today has a microprocessor-based sensor hub which collects key telemetry, such as vehicle speed and acceleration, engine parameters, trailer parameters, and more. Solution: Real-Time Digital Twins.

Analytics 52

Analytics Architecture Scalability Software Architecture 52

O'Reilly

OCTOBER 31, 2019

Architects, engineers, and developers are using new tools, metrics, and even new concepts, to observe, manage, and optimize performance. Site reliability engineering (SRE) is growing. We hope you’ll join us at our upcoming events: O’Reilly Software Architecture Conference in Berlin , November 4-7, 2019.

Artificial Intelligence 56

Artificial Intelligence Google Software Architecture Cloud 56

Strategic Tech

SEPTEMBER 18, 2021

It’s extremely frustrating as an engineer to work on something which is cancelled and to switch focus to something else. Another hurdle to decision making is when technology leaders feel that the skills needed to deliver big changes don’t exist within the organization like the lack of DDD, architecture, or cloud skills.

Strategy 97

Strategy Technology Technology Design 97

Strategic Tech

FEBRUARY 19, 2020

I’ve been disappointed for a long time with the way in which companies organise software development teams. I remember as a young, naive software developer, I assumed there would be structured processes and patterns similar to those used for designing a software architecture. A clear warning sign.

Architecture 64

Architecture Strategy Design Software Architecture 64

Strategic Tech

MAY 3, 2021

Mapping out your business’s domain landscape has many benefits: knowledge sharing, generating product ideas, providing the foundation for software architecture, aligning on requirements, but a common challenge is… “where do we start?” I find that the more details added when fleshing out the domain (e.g. This is quite a big topic.

Software Architecture 52

Software Architecture Architecture Design Software 52

cdemi

DECEMBER 16, 2017

Nine and a half months after launch, in September 1999, the Mars Climate Orbiter was programmed to fire its main engine to achieve an elliptical orbit around Mars. The total cost of this mission was $327.6 On September 23, 1999 at 09:00:46 UTC, the space probe began this planned orbital manoeuvre. Tests are fundamental.

Software 73

Software Software Programming Software Engineering 73

The Agile Manager

SEPTEMBER 30, 2020

Coca-Cola engineered a replacement product that consumers rated superior to both the classic Coke product and Pepsi. They engineered a superior product. Or what if hydrocarbon prices remain depressed and emissions controls improve for internal combustion engines? However, OS/2 simply never caught on.

Hardware 52

Hardware Social Media Media Strategy 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 will ultimately remove an extremely high level of duplication and allow hundreds of engineers to spend more time on activities with a higher value.

Software Architecture 40

Software Architecture Efficiency Innovation Architecture 40