The stratosphere platform for big data analytics

A Alexandrov, R Bergmann, S Ewen, JC Freytag… - The VLDB Journal, 2014 - Springer
We present Stratosphere, an open-source software stack for parallel data analysis.
Stratosphere brings together a unique set of features that allow the expressive, easy, and …

From ephemeral computing to deep bioinspired algorithms: new trends and applications

D Camacho, R Lara-Cabrera… - Future Generation …, 2018 - Elsevier
Ephemeral computing is a term that describes computing systems whose nodes or their
connectivity have an ephemeral, heterogeneous and possibly also unpredictable nature …

Record skipping in parallel data processing systems

M Höger, O Kao - 2016 International Conference on Cloud and …, 2016 - ieeexplore.ieee.org
Cloud computing with massive parallel executionengines is a common method to handle big
data. But cloudcomputing and the characteristics of the data (semi structured, from different …

Memorization of Materialization Points

M Höger, O Kao - 2013 IEEE 16th International Conference on …, 2013 - ieeexplore.ieee.org
Data streaming frameworks, constructed to work on large numbers of processing nodes in
order to analyze big data, are fault-prone. Not only the large amount of nodes and network …