Project Proposals by CERN in 2017

Project List

• Optimizing Computing Operations with Machine Learning algorithms

• Rucio - The ATLAS Distributed Data Management System

• Automatic code generation for fast inference in the CMS tracking software

• Smart data structures in CUDA

• Using Pseudo-random numbers repeateably in a fine-grain multithreaded simulation

• New error control methods for integration of trajectories

• Optimisation of GeantV HPC workload balancing by use of unsupervised machine learning

• hepsoftware.org - The HEP Software and Computing Knowledge Base

• Kubernetes CephFS driver using FUSE

• Tensorflow-TMVA GAN Interface Applied to NOvA Neutrino Events.

• Message Passing Interface for ROOT (ROOTMpi)

• Integration of Apache Parquet reading capabilities in ROOT data analyses

• Big Data Tools for Physics Analysis

• Improvements in vectorization and parallelization of ROOT Math libraries

• Code Benchmark and Consolidation in SixTrack

• SixTrack continuous integration and test coverage with CDash and coverity

• Optimize and Integrate Standalone Tracking Library (SixTrackLib)

• New physics models in SixTrack

• Integration of TMVA and OpenML platform

• Machine Learning Project - Convolutional Deep Neural Networks on GPUs for Particle Physics Applications

• Interface mlr package with RMVA

• Additional Machine Learning Project Ideas and Areas of Interest

• Machine Learning Project - Multi-target Regression for Particle Physics

• Improvement of the TestU01 Suite for PseudoRandom Number Generation