O'Reilly

FEBRUARY 18, 2020

This combination of usage and search affords a contextual view that encompasses not only the tools, techniques, and technologies that members are actively using, but also the areas they’re gathering information about. Software architecture, infrastructure, and operations are each changing rapidly.

Software Architecture 145

Software Architecture DevOps Data Engineering Architecture 145

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 orgs where it’s all about delivering tickets as quickly as possible or obsessing over technology, the culture and results are poorer.

Software Engineering 80

Software Engineering Design Engineering Software 80

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 One exciting thing about the total nature of this technology?—?because

Cache 184

Cache Architecture Latency Engineering 184

Strategic Tech

JULY 21, 2020

Most organisations go through an architecture modernisation effort at some point as their systems drift into a state of intolerable maintenance costs and they diverge too far from modern technological advances. 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 Software

DECEMBER 4, 2018

Fads come and go in the technology world—anyone remember AJAX ? Several years ago, many companies experimented with microservices but had doubts about the operational complexity and engineering maturity required to achieve success. A new report explores how far companies have come with microservices.

Software Architecture 95

Software Architecture Best Practices Architecture Engineering 95

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 Open Source Infrastructure 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. Specialisation could be around products, business process, or technologies.

Engineering 61

Engineering Retail Airlines Healthcare 61

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

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. and develop the ideas in this deck further.

Serverless 98

Serverless Hardware AWS Architecture 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

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. More than one-third have adopted site reliability engineering (SRE); slightly less have developed production AI services. All told, we received 1,283 responses.

Cloud 144

Cloud Serverless AWS DevOps 144

Dynatrace

APRIL 8, 2022

It collects, processes, and outputs log files to and from a wide variety of technologies. Detailed performance analysis for better software architecture and resource allocation. Fluentd is an open-source data collector that unifies log collection, processing, and consumption. Should I use Fluentd or OneAgent for Kubernetes?

Metrics 130

Metrics Analytics Software Architecture Open Source 130

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. Upcoming events. O’Reilly Strata Data & AI Conference , San Jose, March 15-18.

Software Architecture 109

Software Architecture Monitoring Software Engineering Code 109

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.

Serverless 94

Serverless Architecture FinTech Infrastructure 94

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. Some technology leaders feel like they don’t have the experience and skills to confidently lead major technology and organizational modernizations. There are a few patterns which can help you.

Strategy 97

Strategy Technology Technology Design 97

O'Reilly Software

APRIL 4, 2018

To remain competitive in a market that demands real-time responses to these digital pulses, organizations are adopting fast data applications as key assets in their technology portfolio. 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

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

O'Reilly Software

OCTOBER 23, 2018

A look at the roles of architect and strategist, and how they help develop successful technology strategies for business. I should start by saying this section does not offer a treatise on how to do architecture. Technology systems are difficult to wrangle. Our systems grow in accidental complexity and complication over time.

Strategy 100

Strategy Architecture Technology Technology 100

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

OCTOBER 31, 2019

The language, practices, and tools of cloud native architecture are prominent in Velocity Berlin proposals. 25 in the tally of the highest weighted proposal terms) to foundational cloud native technologies such as “Kubernetes” (No. Site reliability engineering (SRE) is growing. From the term “cloud native” itself (No.

Artificial Intelligence 56

Artificial Intelligence Google Software Architecture Cloud 56

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

Tasktop

APRIL 8, 2021

Two years later this company still has no meaningful visibility into whether its capacity to deliver value through technology accelerated or declined as a result of the transformation. Bottlenecks from internal processes and a dated software architecture severely affected morale. Culture was blamed for the lack of results.

Innovation 52

Innovation DevOps Analytics Technology 52

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

Strategic Tech

JANUARY 22, 2024

Their technology landscape has a high level of what they consider to be legacy or heritage systems — monolithic systems with tens or hundreds of developers working in them. They need a more loosely coupled architecture and empowered teams. They are targeting 3–5x revenue growth in the next 5 years.

Architecture 98

Architecture Metrics Logistics Strategy 98

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. Kodak invented digital camera technology but was slow to commercialize it. IBM rolled the dice that it could achieve not just market primacy, but market dominance.

Hardware 52

Hardware Social Media Media Strategy 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!” Photo credit: @DOES_USA.

DevOps 8

DevOps Education Innovation Metrics 8

Strategic Tech

APRIL 27, 2020

In Dan North’s exceptional talk How to Break the Rules , which has influenced my thinking enormously, he quotes Eli Goldratt: Technology can bring benefits if, and only if, it diminishes a limitation. — It’s not possible to give each small team their own copy of the model as a basis for designing their architecture. That aged well.

Innovation 52

Innovation Design Architecture Software Architecture 52

Dynatrace

DECEMBER 16, 2019

Increase quality and agility with load & performance engineering as a self-service. Cloud-native software architectures provide the ability for deployment options , like Blue/Green, Canary, Dark Launches, and Feature Flagging – and make them easier. A quick review of the sessions: How to transform into a NoOps organization.

DevOps 145

DevOps Software Software Best Practices 145

O'Reilly

NOVEMBER 26, 2024

It’s common for experts who spend their waking hours working at the cutting edge of the technology industry to feel like they’re falling behind. Why aren’t these institutions able to adapt to changes in technology? The trend has only increased in the era of generative AI.

Education 110

Education Azure AWS Java 110