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. Empowered teams are also more important than structure and process.

Processing 52

Processing Architecture Strategy Infrastructure 52

Dynatrace

NOVEMBER 14, 2023

Golden Paths for rapid product development Modern software development aims to streamline development and delivery processes to ensure fast releases to the market without violating quality and security standards. After completing this two-step process, a ready-to-use guardian is created.

Government 193

Government Best Practices DevOps Engineering 193

Dynatrace

AUGUST 12, 2020

As companies strive to innovate and deliver faster, modern software architecture is evolving at near the speed of light. This gives you deep visibility into your code running in Azure Functions, and, as a result, an understanding of its impact on overall application performance and user experience. Dynatrace news. Get started.

Serverless 236

Serverless Azure Monitoring Lambda 236

Dynatrace

APRIL 19, 2023

Additionally, modern observability enables organizations to reduce the time it takes to identify these software vulnerabilities from weeks or months to hours or days. Why perform exclusion at two points? The underlying software architecture that supports all this data must be secure, as well.

Design 191

Design Storage Programming Analytics 191

Strategic Tech

NOVEMBER 24, 2020

Enterprise Architecture (EA) is hugely important for medium and large organisations. High-performing technology organisations are characterised by decentralisation: autonomous teams, masters of the problem space, who own products or features. The traditional EA role of documenting business processes and capabilities serves a purposes.

Architecture 72

Architecture DevOps Technology Technology 72

O'Reilly Software

OCTOBER 23, 2018

I should start by saying this section does not offer a treatise on how to do architecture. Vitruvius and the principles of architecture. Architecture begins when someone has a nontrivial problem to be solved. Everyone who goes to architecture school learns his work. It must be beautiful, like Venus, inspiring love.

Strategy 100

Strategy Architecture Technology Technology 100

Dynatrace

APRIL 8, 2022

Fluentd is an open-source data collector that unifies log collection, processing, and consumption. It collects, processes, and outputs log files to and from a wide variety of technologies. Processing plugins parse (normalize), filter, enrich (tagging), format, and buffer log streams. Adding the Dynatrace plug-in is easy.

Metrics 179

Metrics Analytics Software Architecture Open Source 179

Dynatrace

AUGUST 12, 2020

As companies strive to innovate and deliver faster, modern software architecture is evolving at near the speed of light. This gives you deep visibility into your code running in Azure Functions, and, as a result, an understanding of its impact on overall application performance and user experience. Dynatrace news. Get started.

Serverless 141

Serverless Azure Monitoring Lambda 141

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 123

Serverless Software Architecture Virtualization Database 123

Dynatrace

APRIL 8, 2022

Fluentd is an open-source data collector that unifies log collection, processing, and consumption. It collects, processes, and outputs log files to and from a wide variety of technologies. Processing plugins parse (normalize), filter, enrich (tagging), format, and buffer log streams. Adding the Dynatrace plug-in is easy.

Metrics 130

Metrics Analytics Software Architecture Open Source 130

Adrian Cockcroft

JANUARY 17, 2022

photo taken by Adrian Cockcroft A year ago I did a talk at re:Invent called Architecture Trends and Topics for 2021 , so I thought it was worth seeing how they played out and updating them for the coming year. I did a few talks on this subject early in the year, and linked this to the sustainability advantages of serverless architectures.

Serverless 98

Serverless Hardware AWS Architecture 98

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. Trends in software architecture, infrastructure, and operations.

Software Architecture 134

Software Architecture DevOps Data Engineering Architecture 134

ScaleOut Software

NOVEMBER 24, 2020

However, telematics architectures face challenges in responding to telemetry in real time. Current Telematics Architecture. Challenges for Current Architectures. There are three key limitations in this telematics architecture which impact its ability to provide managers with the best possible situational awareness.

Analytics 52

Analytics Architecture Scalability Software Architecture 52

The Netflix TechBlog

JULY 12, 2019

delivering a large amount of business value in the process. Old Gatekeeper Architecture This model had several problems associated with it: This process was completely I/O bound and put a lot of load on upstream systems. scheduled to launch next week) would get events automatically injected into the processing queue.

Cache 183

Cache Architecture Latency Engineering 183

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

Dynatrace

SEPTEMBER 16, 2019

You’ll be introduced to modern software architecture concepts, containers, feature flags, CI/CD pipeline tools, container orchestration tools, runbook automation tools and much more. During the Performance as a Self-service lab you’ll learn how to make performance part of your delivery pipeline.

Cloud 136

Cloud Education Monitoring Software Architecture 136

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 134

Open Source AWS Infrastructure Energy 134

O'Reilly

MAY 19, 2020

Interestingly, multi-cloud, or the use of multiple cloud computing and storage services in a single homogeneous network architecture, had the fewest users (24% of the respondents). First, our survey didn’t ask respondents if they (or their organizations) have adopted microservices architecture.

Cloud 141

Cloud Serverless AWS Architecture 141

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

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. The Intellyx Take. Quality user journeys are at a genuine crossroads.

Retail 52

Retail Website Infrastructure Software Architecture 52

O'Reilly

OCTOBER 31, 2019

Quantum supremacy itself is a simple concept: it means performing a computation that could not be performed on a classical computer. Google performed a computation in a few minutes (3 minutes, 20 seconds to be precise ) that would have taken more than 10,000 years on the most powerful computers we currently have.

Artificial Intelligence 53

Artificial Intelligence Google Software Architecture Cloud 53

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 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

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. Second, the behavior of AI systems changes over time.

Software Architecture 68

Software Architecture Monitoring Software Engineering Architecture 68

Abhishek Tiwari

JULY 20, 2019

Specialisation could be around products, business process, or technologies. One way to create a Spotify model inspired engineering organisation is to organise long-lived squads by retail business process hubs - i.e. specialisation around business process. Is it possible to draw inspiration from outside of software engineering?

Engineering 61

Engineering Retail Airlines Healthcare 61

ScaleOut Software

AUGUST 18, 2018

In previous blogs , we have explored the power of the digital twin model for stateful stream-processing. Digital twins are software abstractions that track the behavior of individual devices in IoT applications. They combine an event handling function with state information about each device.

IoT 45

IoT Ecommerce Analytics Latency 45

The Netflix TechBlog

MAY 19, 2023

Netflix Modeling Challenges Before Caveats SpiceDB, being a Relationship Based Access Control (ReBAC) system, expected authorization checks to be performed against the existence of a specific relationship between objects. A cleanup process to prune stale relationships from the database. This is a Caveated SpiceDB relationship.

Cache 249

Cache Google Open Source Systems 249

All Things Distributed

NOVEMBER 15, 2010

This incredible power is available for anyone to use in the usual pay-as-you-go model, removing the investment barrier that has kept many organizations from adopting GPUs for their workloads even though they knew there would be significant performance benefit. From CPU to GPU.

AWS 136

AWS Latency Programming Architecture 136

ScaleOut Software

AUGUST 18, 2018

In previous blogs , we have explored the power of the digital twin model for stateful stream-processing. Digital twins are software abstractions that track the behavior of individual devices in IoT applications. They combine an event handling function with state information about each device.

IoT 40

IoT Ecommerce Analytics Latency 40

Strategic Tech

MAY 24, 2019

how to design software architectures and organise teams around them. performance, security) UX / Brand Perception: design decisions which have an impact on how users experience the system I’ve recently been collating some of the variables which exist in each of these areas, and they are presented in the remainder of this article.

Design 45

Design Software Architecture Strategy Technology 45

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. Service-oriented architecture -- or SOA -- is the fundamental building abstraction for Amazon technologies. It is deeply integrated into everything we do.

Technology 151

Technology Technology AWS Storage 151

Strategic Tech

JULY 18, 2018

?? Primary Heuristic 2: Align with Business Domain Unless we’re a startup that is constantly pivoting, macro parts of our business processes will remain stable over long periods of time. Sometimes, we may have very well maintained software but the architecture doesn’t align with how we’d like to set up our teams.

Design 40

Design Architecture Software Architecture Systems 40

The Agile Manager

SEPTEMBER 30, 2020

IBM had launched the trademarked Personal Computer in 1981 using an open architecture of widely available components from 3rd party sources such as Intel and the fledgling Disk Operating System from an unknown firm in Seattle called Microsoft. IBM created the standard but others executed it just as well and evolved it more aggressively.

Hardware 52

Hardware Social Media Media Strategy 52

Smashing Magazine

NOVEMBER 22, 2021

Improving The Performance Of Wix Websites (Case Study). Improving The Performance Of Wix Websites (Case Study). It was at this point that we realized we needed to make a significant change in our approach towards performance, and that we must embrace performance as part of our culture. Dan Shappir. Large preview ).

Website 126

Website Performance Google Media 126

Strategic Tech

APRIL 27, 2020

I still remember when retweeting with a comment on twitter was performed by manually adding the prefix “RT:” followed by a copy of the original tweet. This style of modelling will be slow and will not generate the huge insights of a chaotic, parallel modelling process. This limitation does not exist in the digital world.

Innovation 52

Innovation Design Architecture Software Architecture 52

Tasktop

APRIL 8, 2021

Bottlenecks from internal processes and a dated software architecture severely affected morale. Learn the 12-steps to running a high-performing technology organization within a large-scale enterprise and how to get started: Part I: Drive business outcomes. Culture was blamed for the lack of results.

Innovation 52

Innovation DevOps Analytics Scalability 52

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. With loosely-coupled architectures we can invest more granularly where payback is greatest. Diligently-crafted boundaries give us strategic-flexibility.

Systems 40

Systems Social Media Design Media 40