Strategic Tech

JANUARY 9, 2024

People use these words to try and articulate the types of work and activities they are referring to, or where they are in the process of building something new. In this post, I’ll summarize better models suited to modern product development from leading product voices like Marty Cagan, Teresa Torres, John Cutler, and Indi Young.

Development 98

Development Strategy Software Software 98

ScaleOut Software

JUNE 29, 2018

This notion has been reinforced through four decades of work in computer architecture and software after it was first driven home to me by a luminary in computer architecture at Intel Corporation, the late George Cox. These priorities tend to push the architecture to the back burner. This is the case with digital twins.

Software Architecture 40

Software Architecture Architecture Software Software 40

ScaleOut Software

JUNE 29, 2018

This notion has been reinforced through four decades of work in computer architecture and software after it was first driven home to me by a luminary in computer architecture at Intel Corporation, the late George Cox. These priorities tend to push the architecture to the back burner. This is the case with digital twins.

Software Architecture 40

Software Architecture Architecture Software Software 40

Strategic Tech

JUNE 28, 2022

“If our teams were just organized in the right way, and we adopted the agile process, we’d be so much more efficient.” A belief that if teams are organized in the optimal way and the right process is followed, the company will be high-performing. No organisation structure can compensate for a poor Developer Experience.

Processing 52

Processing Architecture Strategy Infrastructure 52

Dynatrace

MARCH 3, 2020

By 2023, over 500 million digital apps and services will be developed and deployed using cloud-native approaches. For software engineering teams, this demand means not only delivering new features faster but ensuring quality, performance, and scalability too. Industry apps explosion. Performance-as-a-self-service .

Performance 250

Performance Education Innovation Software Architecture 250

Dynatrace

APRIL 19, 2023

Owning data and creating data privacy by design Ferguson and Plank focused on two key messages as they discussed data security: Organizations always choose and control the data they process with Dynatrace. The underlying software architecture that supports all this data must be secure, as well.

Design 201

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Strategic Tech

JULY 21, 2020

It’s got a selection of free tools you can use for defining your technology strategy, shaping your architectural boundaries, and organising your teams. High-level Process Sections Conceptually, there are three major sections to a modernisation process. What architecture will be optimal for enabling that business vision?

Architecture 98

Architecture Design Software Architecture Strategy 98

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 124

Serverless Software Architecture Virtualization Database 124

Dynatrace

MAY 23, 2022

As the pace of business quickens, software development has adapted. Increasingly, teams release software features more quickly to accommodate customer needs. As a result, organizations are weighing microservices vs. monolithic architecture to improve software delivery speed and quality. Easier to develop.

Architecture 204

Architecture DevOps Monitoring Programming 204

Dynatrace

AUGUST 12, 2020

As companies strive to innovate and deliver faster, modern software architecture is evolving at near the speed of light. You can find out which functions experience the highest failure rate or processing time and which of them are executed the most. Dynatrace news. See how everything works together—automatically.

Serverless 241

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DZone

NOVEMBER 9, 2021

It’s much better to build your process around quality checks than retrofit these checks into the existent process. NIST did classic research to show that catching bugs at the beginning of the development process could be more than ten times cheaper than if a bug reaches production. A side note.

Software 245

Software Software Code Energy 245

Adrian Cockcroft

JANUARY 17, 2022

I did a few talks on this subject early in the year, and linked this to the sustainability advantages of serverless architectures. The need for systems to be resilient is still increasing, and chaos engineering tools and techniques are developing as a key way to validate that resilience is working as designed. primarily virtual?—?and

Serverless 98

Serverless Hardware AWS Architecture 98

Dynatrace

AUGUST 12, 2020

As companies strive to innovate and deliver faster, modern software architecture is evolving at near the speed of light. You can find out which functions experience the highest failure rate or processing time and which of them are executed the most. Dynatrace news. See how everything works together—automatically.

Serverless 144

Serverless Azure Monitoring Lambda 144

Dynatrace

SEPTEMBER 16, 2019

For these reasons, and to educate you, we have developed a five-day immersive Autonomous Cloud Lab (ACL) which will walk you through some of the key concepts of what it means to not only talk ACM but also walk it. Does this all sound a bit overwhelming? Not sure where to start? Want to dip your toe in first and test the water?

Cloud 139

Cloud Education Monitoring Software Architecture 139

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

AUGUST 9, 2022

Perhaps the only exception would be a library that could be developed once, then tested, verified, and used without modification–but the development process would have to re-start from ground zero whenever a bug or a security vulnerability was found. Is the craft of software architecture different from the craft of programming?

Programming 104

Programming Java C++ Design 104

SQL Performance

JULY 8, 2021

Consider this design: The data behind this example requires counting and processing the entire dataset in order to report the number of results. Michael J Swart is a passionate database professional and blogger who focuses on database development and software architecture. About the Author.

Design 92

Design Software Architecture Database Servers 92

O'Reilly

FEBRUARY 2, 2020

Source code is relatively less important compared to typical applications; the training data is what determines how the model behaves, and the training process is all about tweaking parameters in the application so that it delivers correct results most of the time. How do we test software whose behavior is fundamentally probabilistic?

Software Architecture 67

Software Architecture Monitoring Software Engineering Architecture 67

O'Reilly

OCTOBER 31, 2019

One of the most exciting topics we’ve been following is the development of quantum computing. To do meaningful computation on a quantum computer, we’ll need to develop quantum error correction. Architects, engineers, and developers are using new tools, metrics, and even new concepts, to observe, manage, and optimize performance.

Artificial Intelligence 53

Artificial Intelligence Google Software Architecture Cloud 53

O'Reilly Software

APRIL 4, 2018

Considerations for setting the architectural foundations for a fast data platform. We live in the era of the connected experience, where our daily interactions with the world can be digitized, collected, processed, and analyzed to generate valuable insights. Accumulating all this data to process overnight is not an option anymore.

Architecture 80

Architecture Scalability Google Operating System 80

Strategic Tech

SEPTEMBER 30, 2020

One of the biggest time costs in software development is understanding how a system works. As we continuously develop software systems, the complexity slowly increases and we don’t fully realise it. I believe that self-documenting architecture would dramatically reduce one of the big costs in software development.

Architecture 75

Architecture Design Programming Software 75

Apica

OCTOBER 17, 2022

Distracted by distributed, dynamic architectures. The decentralization of our software architectures has become a Gordian Knot that is too hard to untangle through UAT and traditional functional and load testing scripts. Hygiene before health.

Retail 52

Retail Website Infrastructure Software Architecture 52

Strategic Tech

SEPTEMBER 18, 2021

Evolving the Domain Landscape A primary purpose of domain discovery techniques, like big picture event storming, is to map out the current state of the landscape, capturing concepts like business processes, socio-technical structures, and roles like customers and colleagues. Domains can also be evolved downwards.

Strategy 97

Strategy Technology Technology Design 97

Tasktop

DECEMBER 18, 2019

If you are not familiar with the functional programming or data storage concepts that come up, talk to one of your developers who do. Stories like this one will resonate with everyone who has felt the effect of broken management models and processes. This is another place where the book will be a great tool for your journey.

Software Architecture 45

Software Architecture Architecture Metrics Software 45

O'Reilly

NOVEMBER 12, 2019

When we asked if respondents’ organizations had adopted serverless (defining “adopted” as entering into a contract with a vendor to provide serverless resources), we expected a low take rate for this relatively new and developing technology. Interestingly, a higher-than-expected 40% of respondents said they had adopted serverless.

Serverless 88

Serverless Architecture FinTech Infrastructure 88

Strategic Tech

MARCH 16, 2021

For many people, this is a waste of time; it’s pretentious developers geeking out over unnecessary perfectionism. In fact, Software Design EventStorming is like a DSL for designing business processes that translate directly into code. So we need to make it part of everything we do. My experience is the opposite.

Software Engineering 80

Software Engineering Design Engineering Software 80

Tasktop

APRIL 8, 2021

The need to measure outcomes and business value for software development, and the shift from Project to Product , require the deployment of a scalable and turnkey VSM solution. CIO: “I hear that the bottleneck is in our legacy systems, or our needing more developers, or issues with our culture. To be frank I’m not entirely sure.

Innovation 52

Innovation DevOps Analytics Scalability 52

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. There’s plenty of security risks for business executives, sysadmins, DBAs, developers, etc., to be wary of.

Software Architecture 132

Software Architecture DevOps Data Engineering Architecture 132

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. It's a given that we must design a system, including a local software architecture, that actually runs, that is "solid."

Strategy 100

Strategy Architecture Technology Technology 100

Sutter's Mill

OCTOBER 22, 2010

In recent years, I’ve been spending a lot of my time leading design work in diverse areas ranging from general- and special-purpose library design, to systems software architecture, to programming language design and evolution, including participating in the crafting of various C++0x language and library features.

Design 40

Design Lambda C++ Software Architecture 40

Strategic Tech

JUNE 2, 2021

The need to keep delivering product enhancements and new innovations while modernization is in process is one big factor, and dependencies between modernization work items is another. Local development is also worth considering, too. How much will modernizing this area of the architecture allow you to improve developer productivity?

Architecture 52

Architecture Infrastructure Technology Technology 52

Strategic Tech

DECEMBER 29, 2020

It’s a nice pattern which enables a single team to own the entire codebase, user experience, and deployment process. Single Subdomain Team Some subdomains are so large that it requires the full dedication of a single team to develop, maintain and support them. A web app, an Android app, or an iOS app for example.

Architecture 59

Architecture Design Mobile Systems 59

Strategic Tech

JULY 22, 2019

One final point to remember: the goal of the workshop is to produce options and develop the ability to product better options in the future. look for key business events which indicate state changes between different parts of the business process. create the simple-but-naive model by breaking up the timeline into sequential steps.

Design 76

Design Systems Strategy Processing 76

cdemi

DECEMBER 4, 2016

The service retrieves the messages from the queue and processes them. Requests from a number of different tasks, which can be generated at a highly variable rate , can be passed to the service through the same message queue and will be processed at a constant rate that the service can work at.

Design 47

Design Azure Scalability Latency 47

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 does a modern technology stack for streamlined ML processes look like? All ML projects are software projects. Why: Data Makes It Different.

DevOps 137

DevOps Software Engineering Infrastructure Open Source 137

The Netflix TechBlog

DECEMBER 3, 2019

mainly because of mundane reasons related to software engineering. We heard many stories about difficulties related to data access and basic data processing. While a typical machine learning workflow running on Metaflow touches only a small shard of this warehouse, it can still process terabytes of data.

Open Source 232

Open Source AWS Infrastructure Energy 232

Strategic Tech

NOVEMBER 1, 2021

or “How do software architecture, domains, Conway’s Law, Team Topologies, and value streams all fit together?”. An abstract example of a high-level value stream for a single development team A value stream at the level of detail above isn’t particularly useful. The details can vary quite a lot.

Software Architecture 98

Software Architecture Architecture DevOps Software 98