Search Results for author: Jens Dittrich

Found 5 papers, 2 papers with code

Make Thunderbolts Less Frightening -- Predicting Extreme Weather Using Deep Learning

no code implementations3 Dec 2019 Christian Schön, Jens Dittrich

Forecasting severe weather conditions is still a very challenging and computationally expensive task due to the enormous amount of data and the complexity of the underlying physics.

Binary Classification Weather Forecasting

The Case for Deep Query Optimisation

1 code implementation22 Aug 2019 Jens Dittrich, Joris Nix

We benchmark that operator both independently as well as in the context of DQO-enabled dynamic programming.

Databases

The Error is the Feature: how to Forecast Lightning using a Model Prediction Error

no code implementations23 Nov 2018 Christian Schön, Jens Dittrich, Richard Müller

Current satellite-based approaches to predict thunderstorms are usually based on the analysis of the observed brightness temperatures in different spectral channels and emit a warning if a critical threshold is reached.

BIG-bench Machine Learning Optical Flow Estimation +1

How to Databasify a Blockchain: the Case of Hyperledger Fabric

1 code implementation31 Oct 2018 Ankur Sharma, Felix Martin Schuhknecht, Divya Agrawal, Jens Dittrich

This raises two questions: (1) Which conceptual similarities and differences do actually exist between a system such as Fabric and a classical distributed database system?

Distributed, Parallel, and Cluster Computing

The Case for Automatic Database Administration using Deep Reinforcement Learning

no code implementations17 Jan 2018 Ankur Sharma, Felix Martin Schuhknecht, Jens Dittrich

To simplify the configuration, industry grade DBMSs are usually shipped with various advisory tools, that provide recommendations for given workloads and machines.

reinforcement-learning Reinforcement Learning (RL)

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