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Stream processing One approach to such a challenging scenario is stream processing, a computing paradigm and softwarearchitectural style for data-intensive software systems that emerged to cope with requirements for near real-time processing of massive amounts of data. This significantly increases event latency.
From chaos architecture to event streaming to leading teams, the O'Reilly SoftwareArchitecture Conference offers a unique depth and breadth of content. We received more than 200 abstracts for talks for the 2018 O'Reilly SoftwareArchitecture Conference in London—on both expected and surprising topics.
2018 marks the fourth year of O’Reilly’s SoftwareArchitecture Conference , a softwareengineeringevent focused on providing hands-on training experiences for technologists at all levels of an organization—from experienced developers up through CTOs. Building evolutionary softwarearchitecture.
The 2010s were a turning-point in the history of softwareengineering. or “How do softwarearchitecture, domains, Conway’s Law, Team Topologies, and value streams all fit together?”. Team Flow Event Storming is also a great technique for mapping out and visualizing value stream-like processes collaboratively.
The Status-Quo Until very recently, Gatekeeper was a completely event-driven system. When a change for a video occurred in any one of its upstream systems, that system would send an event to Gatekeeper. scheduled to launch next week) would get events automatically injected into the processing queue.
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, softwareengineering. Upcoming events. O’Reilly Strata Data & AI Conference , San Jose, March 15-18.
. • More than one-third have adopted site reliability engineering (SRE); slightly less have developed production AI services. Softwareengineers represent the largest cohort, comprising almost 20% of all respondents (see Figure 1 ). For this audience, SRE’s future is brighter than AI’s, however. Respondent Demographics.
The engineering organisation described may not work for you because of a team of 8-10 people is still a very big overhead. In this model, softwarearchitecture and code ownership is a reflection of the organisational model. Is it possible to draw inspiration from outside of softwareengineering? Probably yes.
A big thanks to Zsofia Herendi who invented the chocolate sauce heuristic. The ‘Chocolate Sauce’ Design Heuristic was originally published in Nick Tune’s Tech Strategy Blog on Medium, where people are continuing the conversation by highlighting and responding to this story.
It seems unrealistic wanting the best of both world (speed and reliability) but the field of softwareengineering established during the past decade that speed and reliability can both be achieved. A good engineering organization moves at speed with high reliability. It doesn’t need to be a choice of one over the other.
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