30 citations · 116 across the 19 of their papers we have counts for
3 papers · 1 filter
How Data Volume Affects Spark Based Data Analytics on a Scale-up Server
Ahsan Javed Awan, Mats Brorsson, Vladimir Vlassov +1
Sheer increase in volume of data over the last decade has triggered research in cluster computing frameworks that enable web enterprises to extract big insights from big data. Whil…
A Visual Embedding for the Unsupervised Extraction of Abstract Semantics
D. Garcia-Gasulla, J. Béjar, U. Cortés +4
Vector-space word representations obtained from neural network models have been shown to enable semantic operations based on vector arithmetic. In this paper, we explore the existe…
Performance Characterization of In-Memory Data Analytics on a Modern Cloud Server
Ahsan Javed Awan, Mats Brorsson, Vladimir Vlassov +1
In last decade, data analytics have rapidly progressed from traditional disk-based processing to modern in-memory processing. However, little effort has been devoted at enhancing p…