Showing posts with label Big Data. Show all posts
Showing posts with label Big Data. Show all posts

2019-06-26

ContainerDays 2019

ContainerDays 2019 took place at the Port Museum Hamburg - 2 days of conference talks, 4 parallel tracks, an awesome place, lots of people and high temperatures. On day 1 I attended the following talks:
Lunch break: a very good selection of food trucks
Due to the weather conditions I skipped the following talks that I planned to attend:
These talks I had selected for day 2, but due to clash of appointments and the weather experiences from day 1 I completely skipped day 2 and had a nice and cool ice cream :-)

2015-07-16

First Meetup in Hamburg

Today was a meetup of the Big Data & NoSQL Hamburg group. The two talks were about Apache Flink, a quite new stream processing system. We've learned about the key features of Flink and got a live demo of its failover and recovery abilities. My takeaways:

  • It offers different APIs (for batch and stream processing).
  • It can run in different modes incl. a cluster mode on top of YARN.
  • Although running in a JVM it implements a memory management on its own to mitigate OutOfMemory failures by serializing objects to disk when heap space gets terse.
  • It uses the Chandy-Lamport algorithm for its fault tolerance. Therefore, checkpoints based on time criteria are inserted into the stream to have a well-defined recovery point - in contrast, Apache Spark uses a size criteria to create its mini batches. It is planned to have more control over the segmentation criteria in the future.
  • At least the Scala examples look quite close to the ones I know for Apache Spark.
  • It still lacks high availability for its job manager (but it's on the roadmap).
The meetup was hosted by Smaato which also offered food and drinks ... plus, their office offers a nice view over Hamburg: