Data science is about the data that you need; deciding which data to collect, create, or keep is fundamental argues Lukas Vermeer, an experienced Data Science professional and Product Owner for Experimentation at Booking.com. True innovation starts with asking big questions, then it becomes apparent which data is needed to find the answers you seek.
Models play an important role in developing software for autonomous systems like self-driving cars; they are used to simulate and verify behavior, document the system, and generate code. Jonathan Sprinkle explains how to model software used in autonomous systems, the benefits of modeling, using test data to validate the software that drives a car and techniques for writing reliable code.
Software-driven companies are taking over the world because they are responsive organizations, built on 'sense and respond' instead of 'plan and predict'. In the next decade every large scale organization will be digitized and will effectively become a software-driven enterprise. Vikram Kapoor, CEO at Prowareness, explored how organizations can increase their responsiveness.
InfoQ interviewed Adam Tornhill, author of Your Code as a Crime Scene, about software evolution and mining social information from code and how to use this to increase the understanding of large codebases, how to create a geographical profile of code, and the benefits that can be gained from techniques like mining social information and geographical profiling.
InfoQ interviewed Stephen Carver about how bringing in procedures and rules often doesn't help to prevent problems, enabling communication between engineers working in different companies, taking learnings from failure to a next level to prevent similar problems, and what engineers can do if they want to influence decisions on developing and releasing products.
In this interview Fred George explains how the internet of things can exploit microservices and the challenges that the Internet of Things is posing and how to deal with them. InfoQ also asked him for advice for the software industry regarding the usage of microservices for the Internet of Things.
Fred George talked about what organizations can do to successfully deploy microservices at the GOTO Berlin 2015 conference. InfoQ interviewed him about business and IT interaction for microservices, what organizations can do to support teams in using microservices, benefits of microservices and what the future will bring for microservices.
Kevin Goldsmith talked about how Spotify uses microservices to break down architectures and be innovative at the GOTO Berlin 2015 conference. He argues that Microservices are easier to test, deploy and monitor than monolithic applications. Spotify also aims to have as few as possible dependencies in their product, and microservices are very helpful for that.
InfoQ interviewed Stefan Roock about adding XP practices to Scrum, why using an agile framework as a blueprint for designing the organization is a premature optimization and why culture and principles are more important than practices. Roock also explains the agile scaling cycle with examples of how it can be used, and talks about the benefits and pitfalls of this approach for agile scaling.
People can tell stories and express themselves when trying to solve complex problems using Lego. Jens Hoffmann facilitated the session "Prototyping an Agile Culture with LEGO® SERIOUS PLAY®" at the GOTO Berlin 2015 conference.
Jez Humble talked about organizational obstacles to moving fast at scale and how to address them at the GOTO Berlin 2015 conference. InfoQ interviewed him about how we can focus on value, why having a shared understanding of an artifact can be very valuable, removing waste and discovering the needs of customers quickly with low costs, and how to use the concept of improvement kata.
Chris Atherton did the closing keynote of the GOTO Berlin 2015 conference in which she talked about designing software. She suggests that, in stead of relying on professional opinions on how software should look or work, it can be better to go out and get data from real users. InfoQ interviewed her about designing and testing user interfaces.
Markus Andrezak talked about innovation in the enterprise at the the GOTO Berlin 2015 conference. InfoQ interviewed him on misunderstandings on innovation and asked him about solutions that enterprises can use to develop innovative products.
An interview with Nicole Forsgren about why organizations are starting to embrace DevOps methods, how being able to deploy fast can also increase IT stability, what to focus upon when changing the organizational culture to improve performance, how lean management can help to increase the performance, and asked her for advice when organizations want to apply DevOps to increase their performance.
Russ Olsen did the opening keynote titled "To the Moon" at the GOTO Berlin 2015 conference. InfoQ interviewed him about drawbacks of doing all the things at the same time to meet the deadline, learning from things that went wrong and from things that went right, how little things can kill you in software development, and how to focus and deal with details when doing complex work.