Recorded at SpringOne2GX 2015.
Presenters: Fred Melo & William Markito Oliveira
Big Data Track
Slides: http://www.slideshare.net/SpringCentral/implementing-a-highly-scalable-stock-prediction-system-with-r-apache-geode-and-spring-xd Finance market prediction has always been one of the hottest topics in Data Science and Machine Learning. However, the prediction algorithm is just a small piece of the puzzle. Building a data stream pipeline that is constantly combining the latest price info with high volume historical data is extremely challenging using traditional platforms, requiring a lot of…
Recorded at SpringOne2GX 2015.
Presenters:Yann Cébron - JetBrains, Stéphane Nicoll, Pivotal
Core Spring Track
Slides: no slides all demo For many years, IntelliJ IDEA has been widely used in projects employing the Spring Framework. The latest version of the IDE (14.1) now ships with dedicated Spring Boot support. In this practical presentation we're going to look at some features from IntelliJ IDEA that will help you not only get started with Spring Boot but also guide you along the way, helping with coding and configuration management for your application. As a bonus, we'll also discover…
Recorded at SpringOne2GX 2015
Presenter: Mark Pollack
Big Data Track
Slides: http://www.slideshare.net/SpringCentral/spring-xd-today-and-tomorrow
In this talk we will cover the major new features added to Spring XD since last year as well as upcoming changes for the next major version. Key integrations driven by the Big Data ecosystem at large such as Kafka, Spark, functional programming, integration with Python, and designer/monitoring UIs will be introduced and demonstrated. The next major version of XD will shift to a foundation based on Cloud-Native architectural principles, where each…
Recorded at SpringOne2GX 2015
Presenters: Sam Brannen & Nicolas Fränkel
Core Spring Track
Slides: http://www.slideshare.net/SpringCentral/get-the-most-out-of-testing-with-spring-42-53128369 Join Sam Brannen and Nicolas Fränkel to discover what's new in Spring Framework 4.2's testing support and learn tips and best practices for testing modern, Spring-based applications. Sam Brannen is the Spring Test component lead and author of the Spring TestContext Framework, and Nicolas Fränkel is the author of the book "Integration Testing from the Trenches". In this session, Sam and Nicolas will cover…
To solve this problem without a background in machine learning or social network analytics might be a bit of a stretch, but we’re going to take a stab at it using a little bit of computer science history. We’re going to use a collection of popular tools as a part of this article’s sample application. The tools we’ll use, in the order of importance, will be:
Spring Boot
Neo4j
Apache Spark
Docker
RabbitMQ
While there are some missing pieces, such as securing REST API access, and mapping device volumes to the containers, these kinds of important topics will be covered in future webinars…
Recorded at SpringOne2GX 2015.
Track: Web / Javascript track
Speaker: Rob Winch
Slides: http://www.slideshare.net/SpringCentral/state-of-securing-restful-apis-with-spring
The many benefits of a RESTful architecture has made it the standard way in which to design web based APIs. For example, the principles of REST state that we should leverage standard HTTP verbs which helps to keep our APIs simple. Server components that are considered RESTFul should be stateless which help to ensure that they can easily scale. We can leverage caching to gain further performance and scalability benefits…
Recorded at SpringOne2GX 2015.
Track: Big Data
Speaker: Marius Bogoevici
Slides: http://www.slideshare.net/SpringCentral/stream-processing-at-scale-with-spring-xd-and-kafka
In the recent years, drastic increases in data volume, as well as a greater demand for low latency have led to a radical shift in business requirements and application development methods. Near-realtime data processing has started to become more prevalent, and high-throughput messaging systems such as Apache Kafka have emerged as key building blocks. Focusing on developer experience and productivity, Spring XD makes it…
Recorded at SpringOne2GX 2015.
Track: Web / Javascript Track
Speaker: Andy Wilkinson
Slides: http://www.slideshare.net/SpringCentral/documenting-restful-apis
An API's documentation is a vital part of making it easy to understand and easy to use. RESTful APIs are no different. In this talk we'll look at what should be included in your RESTful API's documentation and, just as importantly, what should be omitted. Using real-word examples, both good and bad, we'll discuss how the documentation should be structured so that it's informative, succinct, and easy to read. Having identified what…
Recorded at SpringOne2GX 2015.
Track: Core Groovy Track
Speaker: Fatima Casau
Slides: http://www.slideshare.net/SpringCentral/using-groovy-grails-in-your-spring-boot-project
The emergence of Spring Boot has significantly improved the development of applications with Spring, allowing you to create applications faster by improving the configuration and removing repetitive tasks. Some of the dependencies that can be included are support for ‘Groovy’ and also the use of ‘GORM (Grails Object Relational Mapping)’ as well as ‘Hibernate’ for persistence. We will see where and how to use them in…
