Dynatrace

MARCH 3, 2020

The IDC FutureScape: Worldwide IT Industry 2020 Predictions highlights key trends for IT industry-wide technology adoption for the next five years and includes these predictions: Hasten to innovation. By 2024, over 50% of all IT spending will be directly put towards digital transformation and innovation (up from 31% in 2018).

Performance 241

Performance Education Innovation Software Architecture 241

Dynatrace

DECEMBER 23, 2020

As legacy monolithic applications give way to more nimble and portable services, the tools once used to monitor their performance are unable to serve the complex cloud-native architectures that now host them. Gaining visibility into monolithic systems before containers, Kubernetes, and microservices was simple.

Infrastructure 146

Infrastructure Cloud Monitoring Metrics 146

O'Reilly Software

OCTOBER 23, 2018

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. Vitruvius and the principles of architecture. Architecture begins when someone has a nontrivial problem to be solved.

Strategy 100

Strategy Architecture Technology Technology 100

Strategic Tech

JUNE 2, 2021

Modernizing an architecture usually take years. Even a decade or more is nothing out of the ordinary for large organizations who have accumulated legacy and heritage systems over long periods of time. As a result, there can be pressure to begin modernizing a part of the system that will have a clear business impact.

Architecture 52

Architecture Infrastructure Technology Technology 52

ScaleOut Software

NOVEMBER 24, 2020

Real-Time Digital Twins Can Add Important New Capabilities to Telematics Systems and Eliminate Scalability Bottlenecks. However, telematics architectures face challenges in responding to telemetry in real time. Competitive pressures should spark innovation in this area, and real-time digital twins can help.

Analytics 52

Analytics Architecture Scalability Software Architecture 52

Strategic Tech

JANUARY 22, 2024

Architecture modernization initiatives are strategic efforts involving many teams, usually for many months or years. An AMET is an architecture Enabling Team that helps to coordinate and upskill all teams and stakeholders involved in a modernization initiative. The organization needs to innovate faster to become more competitive.

Architecture 98

Architecture Metrics Logistics Strategy 98

Tasktop

APRIL 8, 2021

This investment builds on our market leadership in Value Stream Management (VSM) and will accelerate the growth and innovation that is fueling the success of our customers and partners. . Some organizations have moved quickly to become digital innovators, while others have been slower to see the signs. Me: “So where is your bottleneck?

Innovation 52

Innovation DevOps Analytics Scalability 52

O'Reilly Software

APRIL 4, 2018

Considerations for setting the architectural foundations for a fast data platform. Google was among the pioneers that created “web scale” architectures to analyze the massive data sets that resulted from “crawling” the web that gave birth to Apache Hadoop, MapReduce, and NoSQL databases. Back in the days of Web 1.0, At least once?

Architecture 80

Architecture Scalability Google Operating System 80

O'Reilly

FEBRUARY 2, 2020

Second, the behavior of AI systems changes over time. Charity Majors’ emphasis on cardinality and inferring the internal states of a system from its outputs is certainly the right direction in which to be looking, but in AI systems, the number of internal states grows by many, many orders of magnitude.

Software Architecture 68

Software Architecture Monitoring Software Engineering Architecture 68

O'Reilly

OCTOBER 31, 2019

The language, practices, and tools of cloud native architecture are prominent in Velocity Berlin proposals. SRE is a very different way of thinking about software development. Europe and the United States are different regions —and it isn’t just the metric system. From the term “cloud native” itself (No. Upcoming events.

Artificial Intelligence 53

Artificial Intelligence Google Software Architecture Cloud 53

Tasktop

DECEMBER 18, 2019

Over the course of days she follows the flow of that ticket through departmental silos and multiple tracking systems. The Unicorn Project captures volumes of the lore needed to catalyze change, empowerment and innovation. . However, architectures have typically evolved around technology stacks and internal company silos.

Software Architecture 45

Software Architecture Architecture Metrics Software 45

Strategic Tech

SEPTEMBER 18, 2021

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. Choosing where to focus is a balancing act: delivering new products, fixing legacy software, and improving engineering culture.

Strategy 97

Strategy Design Technology Technology 97

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. In 1987, IBM introduced a new product, the Personal System/2.

Hardware 52

Hardware Social Media Media Strategy 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. Trends in software architecture, infrastructure, and operations.

Software Architecture 134

Software Architecture DevOps Data Engineering Architecture 134

O'Reilly

DECEMBER 2, 2019

I don’t need more bandwidth for video conferences or movies, but I would like to be able to download operating system updates and other large items in seconds rather than minutes. We recently conducted a survey on serverless architecture adoption. That’s the real promise of 5G. Mike Loukides.

Wireless 53

Wireless Serverless IoT Artificial Intelligence 53

Strategic Tech

OCTOBER 13, 2021

If I can capture key information earlier, that gives me a good understanding of key elements of the business’s architecture, we can get to valuable conversations sooner. Most companies have their own language for talking about products, platforms, systems, value streams and so on. The product taxonomy definitions by Ross Clanton et al.

Architecture 52

Architecture Innovation Strategy Website 52

Adrian Cockcroft

MARCH 21, 2020

In a small system this may be a table in a central relational database, but it’s best setup as a NoSQL data source using something like Amazon DynamoDB or Apache Cassandra, with a caching client library or at large scale a microservice data access layer. You need an “abtest” database service.

Testing 52

Testing Tuning Database Cache 52

Strategic Tech

JANUARY 24, 2021

As a system grows, higher-order abstractions are needed for ease of understanding, communication, and management. Domain Group Related parts of a system combine to provide higher level functionality, and those parts of a system are highly likely to change together often, as a business evolves existing capabilities and develops new ones.

Architecture 98

Architecture Mobile Infrastructure Cloud 98

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. Auditors – a powerful asset to help you innovate . Photo credit: @DOES_USA.

DevOps 8

DevOps Education Innovation Metrics 8

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. Decoupling Streams of Work Our goal when designing systems is to maximise the speed of delivery and value of the work we deliver.

Systems 40

Systems Social Media Design Media 40

All Things Distributed

APRIL 27, 2011

Werner Vogels weblog on building scalable and robust distributed systems. 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. All Things Distributed.

Technology 151

Technology Technology AWS Storage 151

Strategic Tech

FEBRUARY 16, 2022

The system needs to be highly reliable because even just a little downtime can alienate loyal customers. The Nature of Evolution New innovations often become the platform for future innovations. Since then, Google Maps has become the foundation for many other innovations after being opened up to developers via APIs.

Innovation 52

Innovation Speed Google Strategy 52

Abhishek Tiwari

JULY 20, 2019

Store engineering squad - focus on software and systems required for the storefront including point-of-sales system, promotions, etc. Back-office engineering squad - customer support, business intelligence, real-estate management, systems for finance & HR, etc. You want to move fast.

Engineering 61

Engineering Retail Airlines Healthcare 61

Strategic Tech

DECEMBER 2, 2018

I’ll show you some example scenarios to help you understand this concept, and I’ll demonstrate sociotechnical architecture patterns you can apply in your organisation to optimise your alignment efficiency. Teams will synchronise frequently in order to determine: Where are the boundaries in the system and which team will own which pieces?

Efficiency 40

Efficiency Speed Innovation Transportation 40

Strategic Tech

AUGUST 26, 2018

A trip to the supermarket can teach you a lot about designing software systems and shaping teams to build them… I was recently in need of some chocolate sauce. Different parts of your system will change together at different times based on your business requirements. Shall we get a Viennetta ? That sounds good. with ice cream).

Design 40

Design Software Architecture Architecture Software 40

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. Take a look at the following checklist and the example patterns and I’m sure you’re more likely to architect better systems in the future. I don’t think so.

Software Architecture 40

Software Architecture Efficiency Innovation Architecture 40

All Things Distributed

NOVEMBER 15, 2010

Werner Vogels weblog on building scalable and robust distributed systems. Today Amazon Web Services takes another step on the continuous innovation path by announcing a new Amazon EC2 instance type: The Cluster GPU Instance. Because of its focus on latency, the generic CPU yielded rather inefficient system for graphics processing.

AWS 136

AWS Latency Programming Architecture 136