Cost efficient alternative to databricks lock-in
Spark-based data PaaS solutions are convenient. But they come with their own set of challenges such as a high vendor lock-in and obscured costs. We show how to use a dedicated …
Cloud arbitrage for spark pipelines
Spark-based data PaaS solutions are convenient. But they come with their own set of challenges such as a high vendor lock-in and obscured costs. We show how to use a dedicated …
Introduction to Geostatistics
Delve into the world of geostatistics with our introductory talk! Explore how spatial data analysis and modeling techniques unlock insights in various fields, from environmental …
Visual analytics of mobility network changes observed using mobile phone data during COVID-19 pandemic
The limited exchange between human communities is a key factor in preventing the spread of COVID-19. This paper introduces a digital framework that combines an integration of real …
mohammad-forghani
Efficient Temporal Graph Analytics
Using large scale telecommunication data for mobility modeling and infrastructure maintenance
AI basierte Root Cause Analyse von CPD Störquellen in Docsis Netzen
Good quality network connectivity is ever more important. For hybrid fiber coaxial (HFC) networks, searching for upstream \emph{high noise} in the past was cumbersome and …
Identifying the root cause of cable network problems with machine learning
Good quality network connectivity is ever more important. For hybrid fiber coaxial (HFC) networks, searching for upstream high noise in the past was cumbersome and time-consuming. …
Monitoring supply networks from mobile phone data for estimating the systemic risk of an economy
Remarkably little is known about the structure, formation, and dynamics of supply- and production networks that form one foundation of society. Neither the resilience of these …
Tobias Reisch
Mobility analytics
Mobility monitoring in Austria during the COVID NPI
Run the latest version of spark
Execute the latest version of spark on HDP.