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+Data processing group (PDV)
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+- Application fields
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+ - Computing infrastructure (networks, databases, virtualization, and cloud platforms) for scientific large-scale research
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+ - Data managment systems for energy storage research, neutrino physics, cosmic ray physics, meteorology, and fusion power
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+ - DAQ and slow control systems for Neutrinophysics and dark matter searches
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+ - Distributed DAQ and control systems for high-bandwidth instrumentation in photon science
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+ - Real-time image processing applications in photon science and Material science
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+ - Highly parallel and reduced precision algorithms for high-speed synchrotron tomography
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+ - Smart scientific cameras for image-based data analysis
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+
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+ - Technologies
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+ - High performance computing
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+ - Heterogeneous computing with CPUs, GPUs, FPGAs, and custom accelerators
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+ - Reduced-precision computations and hardware-aware techniques
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+ - Parallel programming with CUDA and OpenCL
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+ - Performance analysis and software optimization
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+ - High-bandwidth data acquisition, online data processing, and low-latency control
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+ - Linux kernel development, PCI drivers, Scatter-gather DMA engines, etc.
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+ - High-speed distributed storage with iSER, DRBD, Raid, and Linux AIO
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+ - Low-latency Infiniband and Ethernet networking using RDMA and ROCe technologies
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+ - GPU interconnects with NVIDIA GPUDirect and AMD DirectGMA
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+ - Data-intensive Cloud Platform
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+ - Data-intensive work-loads on OpenShift
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+ - GPU and desktop conteinerization
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+ - Scientific Workflow Engines
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+ - Experimental control, data management, and automation
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+ - Slow control platforms from EPICS and National Instruments
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+ - Database technologies: relational (MSSQL, MySQL), document (MongoDB), time series (InfluxDB), image/matrices (TileDB)
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+ - Web-based data visualization with Spark, Jupyter, and WebGL
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+ - IT infrastructure for scientific experiments and cloud-based services
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+ - RHEL/CentOS and OpenSuSE platforms. Automation with Ansible
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+ - Distributed file-systems: GlusterFS, GlusterBlock, CePH, BeeGFS.
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+ - Virtualization with VMWare, oVirt, and KVM
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+ - CRI-O/Docker containers, OpenShift/Kubernetes orchestration, Helm package management
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+
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+ - Projects (open & closed)
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+ - Open-source software
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+ - ADEI+Bora: Advanced Data Extraction Infrastrucure / data management for time-series data
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+ - WAVe: Web-based Visualization of Volumes
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+ - ALPS: Advanced Linux PCI Services / FPGA-development support and drivers
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+ - UFO: Pipelined parallel image-processing framework
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+ - UCA: Universal camera abstraction library
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+ - Concert: Control system for synchrotron tomography
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+ - Parallel algorithms and software
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+ - Fast parallel back-projection
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+ - Micro partical imaging velocemetry (uPIV)
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+ - GPU-based track trigger study for high energy physics
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+ - Current:
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+ - KaaS Katrin as a Service
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+ - KATRIN SCS Katrin slow control and data acquisition system
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+ - Weather Tower Data management for meteorologic instruments
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+ - ROOF Online tomographic recontruction for object tracking
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+ - Complete:
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+ - UFO / STROBOS-CODE
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+ - uPIV
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+ - ASTOR / NOVA
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+ - KITcube Control System
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+ - TOSKA Control System
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+ - Technology transfer
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+ - none
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+ - Which infrastructure do we operate that is worth mentioning with the image on the website?
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+ - KaaS (Katrin as a Service): Cloud Platform for KATRIN experiment (production)
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+ - Parallel computing lab
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+ - Heterogeneous Computing Cluster with GPUs, FPGAs, and accelerators
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+ - High-speed Network Fabrics: 200 GBit/s Ethernet and Infiniband
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+ - Real-time Storage Systems with SSDs and magnetic storage
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+
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+ - DAQ + slow control lab
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+ - FPGA-based DAQ systems
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+ - KATRIN test setup – A test system for the KATRIN Detector data acquisition system
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+ - NI based slow control systems
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+ - Cloud computing lab (future)
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+
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+ - Results:
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+ - GPU Computing
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+ - Reviewing GPU architectures to build efficient back projection for parallel geometries
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+ - Balancing Load of GPU Subsystems to Accelerate Image Reconstruction in Parallel Beam Tomography
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+ - Investigation of the flow structure in thin polymer films using 3D µPTV enhanced by GPU
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+ - Evaluation of GPUs as a level-1 track trigger for the High-Luminosity LHC
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+ - An Open Source GPU Accelerated Framework for Flexible Algebraic Reconstruction at Synchrotron Light Sources
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+ - GPU-optimized Direct Fourier Method for On-line Tomography
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+ - A GPU-Based Architecture for Real-Time Data Assessment at Synchrotron Experiments
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+
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+ - UFO
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+ - UFO – A Scalable Platform for High-Speed Synchrotron X-ray Imaging
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+ - Real-time image-content-based beamline control for smart 4D X-ray imaging
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+ - High-throughput data acquisition and processing for real-time X-ray imaging
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+ - UFO: A scalable GPU-based image processing framework for on-line monitoring
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+ - A PCIe DMA architecture for multi-gigabyte per second data transmission
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+ - Ultra-fast streaming camera platform for scientific applications
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+
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+ - Data management and Control
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+ - WAVE: A 3D Online Previewing Framework for Big Data Archives
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+ - Focal-plane detector system for the KATRIN experiment
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+ - Advanced data extraction infrastructure: Web based system for management of time series data
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+
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+ - Applications
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+ - Ground-based observations of thunderstorm-correlated fluxes of high-energy electrons, gamma rays, and neutrons (most cited ASEC paper)
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+ - Catalog of 2017 Thunderstorm Ground Enhancement (TGE) events observed on Aragats
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+ - Improved upper limit on the neutrino mass from a direct kinematic method by KATRIN
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+ - Parasitoid biology preserved in mineralized fossils
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+ - KITcube – a mobile observation platform for convection studies deployed during HyMeX
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+ - The NOVA project: maximizing beam time efficiency through synergistic analyses of SRμCT data.
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+ - Ultra-fast detector for wide range spectral measurements
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+ - Ultrafast linear array detector for real-time imaging
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