Microsoft increased its foothold in the data science community last winter by acquiring Revolution Analytics, a major provider of software and services based on the open-source R project for computational statistics. The deal is expected to bring R capabilities to the Microsoft suite of products and facilitate the adoption of R-based solutions in the enterprise environment.
Microsoft attempts to bring web, mobile, API and workflow development under one umbrella called App Services. Along with this, Microsoft also added integration for many 3rd party APIs.
Structuring data as a stream of events is an idea appearing in many areas and is the ideal way of storing data. Aggregating a read model from these events is an ideal way to present data to a user, Martin Kleppmann claims explains when describing the fundamental ideas behind Stream Processing, Event Sourcing and Complex Event Processing (CEP).
Randy Shoup shared his experiences to the QCon London audience in scaling services at Google and eBay, giving advice on building and operating services. A successful services strategy requires end-to-end service ownership, decentralized decision-making and standardization efforts focused on protocols of communications and supporting infrastructure.
The gap in agile adoption between Eastern Europe and the US and Western Europe is becoming smaller. Scrum is the most widespread framework, Kanban adoption is growing and SAFe, LeSS, DAD are trending. The way that companies are transitioning to agile is significantly different in Eastern Europe.
Tester should go beyond their testing discipline and go into the organization. By asking questions they can start a movement that increases product quality and helps organizations to become more successful as Mike Sutton explained in his closing keynote at the Agile Testing Day Netherlands 2015 about test beyond quality – beyond software.
Dave Gray talked about how a connected company focuses on customer efficiency instead of company efficiency at the No Pants Festival 2015. A connected company has multidisciplinary teams where people work together to deliver a product or service. People working at a connected company feel empowered, they are able to solve problems together and to better serve the needs of their customers.
At the Convergence 2015 event in Atlanta, Microsoft’s CEO Satya Nadella announced Azure IoT Suite – an integrated offering that brings multiple Microsoft IoT assets together.
From Google Cloud Platform’s team, Mandy Waite presented at QCon London 2015 Firebase, a solution to help teams being focused on building (near) real-time mobile and web applications without dealing with the complexity of backend services.
Apache Spark has released version 1.3 of their project. The main improvements are the addition of the DataFrames API, better maturity of the Spark SQL, as well as a number of new methods added to the machine learning library MLlib, and better integration of Spark Streaming with Apache Kafka.
Business process management software provider Effektif today announced the open sourcing of their workflow engine. The new model allows developers to include Effektif workflows from within their applications via Java and REST APIs
Matt Ranney, Chief Systems Architect at Uber, gave an overview of their dispatch system, responsible for matching Uber's drivers and riders. Ranney explained the driving forces that led to a rewrite of this system. He described the architectural principles that underpin it, several of the algorithms implemented and why Uber decided to design and implement their own RPC protocol.
The fourth annual QCon New York will feature in-depth case studies from Netflix, Comcast, Goldman Sachs, NFL Digital Media, and others. Software Engineers, Technical Team Leads & Data Scientists at these companies will describe how they're dealing with some of the greatest challenges in the arenas of Microservices, Data Science, Reactive Architectures, Fraud Detection, DevOps & Software Delivery.
Organization that are adopting agile often look for ways to establish self-organized teams where team members are able to take more responsibility. Agile software development teams could improve their decision making by using the consent principle and sociocratic procedures. Sociocratic governance structures can also be used to scale up agile principles to every level of the organization.
After living with microservices for three years at Gilt we can see advantages in team ownership, boundaries defined by APIs and complex problems broken down. Challenges still exists in tooling, integration environments and monitoring, Yoni Goldberg explained in a presentation at the QCon London conference describing the challenges they encountered moving to a microservices architecture.