Prof. Dr. Christoph Reich

Christoph Reich

Office hours

Monday 09:00 - 09:45 Uhr (by agreement) at https://vc.imz.hs-furtwangen.de/meetingreich

Curriculum Vitae

wolke.hs-furtwangen.de

Field of research and / or teaching

Focus in teaching

  • Netzwerk- und Internettechnologien, Netzwerkadministration und -management
  • Netzwerkprogrammierung
  • Verteilte Softwarearchitekturen, Middleware
  • IT-Management
  • IT-Security, IT-Security-Management
  • Cloud Computing

Fields of research and interest

  • Middleware
  • Netzwerkttechnologien
  • IT-Security
  • Cloud Computing
  • Quality of Service
  • Ambient Assisted Living

Publications

Reich, Christoph

2023 | 2022 | 2021 | 2020 | 2019 | 2018 | 2017 | 2016 | 2015 | 2014 | 2013 | 2012 | 2011 | 2010 | 2009

2023

Fatemeh Stodt, Jan Stodt, Christoph Reich Blockchain Secured Dynamic Machine Learning Pipeline for Manufacturing

2022

Philipp Ruf, Christoph Reich, Djaffar Ould-Abdeslam Aspects of Module Placement in Machine Learning Operations for Cyber Physical Systems
Mohammed B. Kamel, Peter Ligeti, Adam Nagy, Christoph Reich Distributed Address Table (DAT): A Decentralized Model for End-to-End Communication in IoT
Rudolf Hoffmann, Christoph Reich, Katrin Skerl Evaluating different combination methods to analyse ultrasound and shear wave elastography images automatically through discriminative convolutional neural network in breast cancer imaging
Jan Stodt, Christoph Reich, Nathan Clarke Explainable AI with Domain Adapted FastCAM for Endoscopy Images
Hans-Georg Enkler, Stefan Pfeffer, Christoph Reich Haptik in der Virtuellen Realität
Qiushi Cao, Cecilia Zanni-Merk, Ahmed Samet, Christoph Reich, Francois Bertrand de Beuvron, Arnold Beckmann, Cinzia Giannetti KSPMI: A Knowledge-based System for Predictive Maintenance in Industry 4.0
Fatemeh Ghovanlooy Ghajar, Axel Sikora, Jan Stodt, Christoph Reich Machine Learning Models in Industrial Blockchain, Attacks and Contribution
Christoph Reich Mit Deep Learning Oberflächenfehler erkennen
Mohammed B. Kamel, Peter Ligeti, Christoph Reich POSTER: ODABE: Outsourced Decentralized CP-ABE in Internet of Things
Mohammed B. Kamel, Peter Ligeti, Christoph Reich SDABE: Efficient Encryption in Decentralized CP-ABE using Secret Sharing
Dirk Hölscher, Christoph Reich, Martin Knahl, Frank Gut, Nathan Clarke Surface Quality Augmentation for Metalworking Industry with Pix2Pix
Alexander Melde, Manav Madan, Paul Gavrikov, David Hoof, Astrid Laubenheimer, Janis Keuper, Christoph Reich Tackling Key Challenges of AI Development – Insights from an Industry-Academia Collaboration
Hendrik Kuijs, Christoph Reich, Martin Knahl, Nathan Clarke, Ivana Ognjanovic The Need for Emergency-Based Access Control in AAL Systems
The Upper-Rhine Artificial Intelligence Symposium UR-AI 2022 : AI Applications in Medicine and Manufacturing, 19 October 2022, Villingen-Schwenningen, Germany
Jan Stodt, Fatemeh Stodt, Christoph Reich, Nathan Clarke Verifiable Machine Learning Models in Industrial IoT via Blockchain

2021

Mohammed B. Kamel, Yuping Yan, Peter Ligeti, Christoph Reich Attred: Attribute Based Resource Discovery for IoT
Manav Madan, Christoph Reich Comparison of Benchmarks for Machine Learning Cloud Infrastructures
Daniel Schönle, Christoph Reich, Djaffar Ould-Abdeslam Data-Driven Tutoring: challenges and prospects
Philipp Ruf, Manav Madan, Christoph Reich, Djaffar Ould-Abdeslam Demystifying MLOps and Presenting a Recipe for the Selection of Open-Source Tools
Christoph Reich Erklärbare KI in der medizinischen Bildverarbeitung
Matthias Lermer, Christoph Reich, Djaffar Ould-Abdeslam Hybrid AI improves Energy Forecasts by combining Fuzzy Rules, Evolutionary Strategies and Neural Networks
Daniel Schönle, Kevin Wallis, Jan Stodt, Christoph Reich, Dominik Welte, Axel Sikora Industry Use Cases on Blockchain Technology
Mohammed B. Kamel, Peter Ligeti, Christoph Reich LADA: Locality Aware Distributed Addressing for Edge/Fog Computing Infrastructures
Mohammed B. Kamel, Peter Ligeti, Christoph Reich Lamred: Location-Aware and Decentralized Multi-Layer Resource Discovery for IoT
Jan Stodt, Christoph Reich Machine Learning Development Audit Framework: Assessment and Inspection of Risk and Quality of Data, Model and Development Process
Liane Meßmer, Christoph Reich Potentials of Semantic Image Segmentation Using Visual Attention Networks for People with Dementia
Kevin Wallis, Fabian Schillinger, Christoph Reich, Christian Schindelhauer Protection Measurements for Distributed Decision Trees
Kevin Wallis, Christoph Reich, Blesson Varghese, Christian Schindelhauer QUDOS: Quorum-Based Cloud-Edge Distributed DNNs for Security Enhanced Industry 4.0
Jan Stodt, Daniel Schönle, Christoph Reich, Fatemeh Ghovanlooy Ghajar, Dominik Welte, Axel Sikora Security Audit of a Blockchain-Based Industrial Application Platform
Philipp Ruf, Jan Stodt, Christoph Reich Security Threats of a Blockchain-Based Platform for Industry Ecosystems in the Cloud

2020

Mohammed B. Kamel, Yuping Yan, Peter Ligeti, Christoph Reich A Decentralized Resource Discovery Using Attribute Based Encryption for Internet of Things
Kevin Wallis, Jan Stodt, Eugen Jastremskoj, Christoph Reich Agreements between Enterprises digitized by Smart Contracts in the Domain of Industry 4.0
Christoph Reich Blockchain-Technologien im Schaltschrank
Qiushi Cao, Ahmed Samet, Cecilia Zanni-Merk, Francois Bertrand de Beuvron, Christoph Reich Combining Chronicle Mining and Semantics for Predictive Maintenance in Manufacturing Processes
Qiushi Cao, Ahmed Samet, Cecilia Zanni-Merk, Francois Bertrand de Beuvron, Christoph Reich Combining Evidential Clustering and Ontology Reasoning for Failure Prediction in Predictive Maintenance
Holger Gantikow, Tom Zöhner, Christoph Reich Container Anomaly Detection Using Neural Networks Analyzing System Calls
Kevin Wallis, Fabian Schillinger, Elias Backmund, Christoph Reich, Christian Schindelhauer Context-Aware Anomaly Detection for the Distributed Data Validation Network in Industry 4.0 Environments
Kevin Wallis, Fabian Schillinger, Christoph Reich, Christian Schindelhauer Corrupted Nodes and their Impact on a Distributed Decision Tree
Christian Reser, Christoph Reich DCGAN-Based Data Augmentation for Enhanced Performance of Convolution Neural Networks
Jan Stodt, Christoph Reich Data Confidentiality In P2P Communication And Smart Contracts Of Blockchain In Industry 4.0
Mohammed B. Kamel, Kevin Wallis, Peter Ligeti, Christoph Reich Distributed data validation network in IoT: a decentralized validator selection model
Mohammed I. Khazi, Andras Kovacs, Ali Zahedi, Christian Reser, Ulrich Mescheder, Bahman Azarhoushang, Christoph Reich In situ Qualitätsbeurteilung von Schleifprozessen mittels Mikrosystemtechnik basierter Sensorfusion
Mohammed B. Kamel, Peter Ligeti, Christoph Reich Private/Public Resource Discovery for IoT: A Two-Layer Decentralized Model
Mohammed I. Khazi, Andras Kovacs, Ali Zahedi, Christian Reser, Ulrich Mescheder, Bahman Azarhoushang, Christoph Reich Real time In-Situ Quality Monitoring of Grinding Process using Microtechnology based Sensor Fusion
Mohammed B. Kamel, Peter Ligeti, Christoph Reich Region-Based Distributed Hash Table for Fog Computing Infrastructure
Holger Gantikow, Steffen Walter, Christoph Reich Rootless Containers with Podman for HPC
Holger Gantikow, Christoph Reich, Martin Knahl, Nathan Clarke Rule-Based Security Monitoring of Containerized Environments
Qiushi Cao, Cecilia Zanni-Merk, Ahmed Samet, Francois Bertrand de Beuvron, Christoph Reich Using Rule Quality Measures for Rule Base Refinement in Knowledge-based Predictive Maintenance Systems

2019

Timo Bayer, Lothar Mödel, Christoph Reich A Fog-Cloud Computing Infrastructure for Condition Monitoring and Distributing Industry 4.0 Services
Saad Alqahtany, Nathan L. Clarke, Steven Furnell, Christoph Reich An Evaluation of a Cloud-based Forensic Acquisition and Analysis System (Cloud FAAS)
Qiushi Cao, Ahmed Samet, Cecilia Zanni-Merk, Francois Bertrand de Beuvron, Christoph Reich An Ontology-based Approach for Failure Classification in Predictive Maintenance Using Fuzzy C-means and SWRL Rules
Matthias Lermer, Christoph Reich Creation of Digital Twins by Combining Fuzzy Rules with Artificial Neural Networks
Jan Stodt, Eugen Jastremskoj, Christoph Reich, Dominik Welte, Axel Sikora Formal Description of Use Cases for Industry 4.0 Maintenance Processes Using Blockchain Technology
Christian Reser, Christoph Reich Grinding Burn Prediction with Artificial Neural Networks based on Grinding Parameters
Christoph Reich, Ahmed Samet Halfback Project: The Use of Machine Learning to Achieve High-Availability in Production
Hendrik Kuijs, Timo Bayer, Christoph Reich, Martin Knahl, Nathan Clarke Privacy Enhancing Data Access Control for Ambient Assisted Living
Holger Gantikow, Christoph Reich, Martin Knahl, Nathan Clarke Rule-based Security Monitoring of Containerized Workloads
Kevin Wallis, Fabian Schillinger, Christoph Reich, Christian Schindelhauer Safeguarding Data Integrity by Cluster-Based Data Validation Network
Qiushi Cao, Franco Giustozzi, Cecilia Zanni-Merk, Francois Bertrand de Beuvron, Christoph Reich Smart Condition Monitoring for Industry 4.0 Manufacturing Processes: An Ontology-Based Approach
Qiushi Cao, Cecilia Zanni-Merk, Christoph Reich Towards a Core Ontology for Condition Monitoring

2018

Dirk Hölscher, Timo Bayer, Philipp Ruf, Christoph Reich, Frank Gut A Big Data Quality Preprocessing and Domain Analysis Provisioner Framework Using Cloud Infrastructures
Kevin Wallis, Marc Merzinger, Christoph Reich, Christian Schindelhauer A Security Model based Authorization Concept for OPC Unified Architecture
Kevin Wallis, Marc Hüffmeyer, Ayhan S. Koca, Christoph Reich Access Rules Enhanced by Dynamic IIoT Context
Qiushi Cao, Cecilia Zanni-Merk, Christoph Reich Ontologies for Manufacturing Process Modeling: A Survey
Matthias Lermer, Hendrik Kuijs, Christoph Reich Optimizing Mixed Fuzzy-Rule Formation by Controlled Evolutionary Strategy
Qiushi Cao, Cecilia Zanni-Merk, Christoph Reich Towards an Ontological Representation of Condition Monitoring Knowledge in the Manufacturing Domain

2017

Saad Alqahtany, Nathan Clarke, Steven Furnell, Christoph Reich A Forensic Acquisition Based upon A Cluster Analysis of Non-Volatile Memory in IaaS
Kevin Wallis, Florian Kemmer, Eugen Jastremskoj, Christoph Reich Adaption of a Privilege Management Infrastructure (PMI) Approach to Industry 4.0
Christoph Reich, Hendrik Kuijs, Kevin Wallis, Timo Bayer Architektur zum Schutz der Privatsphäre in AAL-Systemen
Christoph Reich, Thomas Rübsamen Delegated Audit of Cloud Provider Chains Using Provider Provisioned Mobile Evidence Collection
Christoph Reich Industry 4.0 and Cloud Computing
Christoph Reich Rechenschaftspflichtige Cloud – ein europäisches Forschungsprojekt
Dada O. Aborisade, Christoph Reich, Adesina S. Sodiya, Adio T. Akinwale, Biodun S. Badmus Resolving DRDoS Attack in Cloud Database Service Using Common Source IP and Incremental Replacement Strategy
Tobias Holstein, Christoph Reich, Matthias Ulrich ScnSim - A Scenario Simulator for IoT Environments
Timo Bayer, Christoph Reich Security of Mobile Agents in Distributed Java Agent Development Framework (JADE) Platforms
Florian Kemmer, Christoph Reich, Martin Knahl, Nathan Clarke Software Defined Privacy
Christophe Kunze, Jennifer Müller Technikgestaltung und interdisziplinäre Entwicklungsprozesse im AAL-Kontext

2016

Saad Alqahtany, Nathan Clarke, Steven Furnell, Christoph Reich A Forensic Acquisition and Analysis System for IaaS: Architectural Model and Experiment
Hendrik Kuijs, Christoph Reich, Martin Knahl, Nathan Clarke A Scalable Architecture for Distributed OSGi in the Cloud
Saad Alqahtany, Nathan Clarke, Steven Furnell, Christoph Reich A forensic acquisition and analysis system for IaaS
Abdulwahid Al Abdulwahid, Nathan Clarke, Ingo Stengel, Steven Furnell, Christoph Reich Continuous and transparent multimodal authentication: reviewing the state of the art
Thomas Rübsamen, Christoph Reich, Nathan Clarke, Martin Knahl Evidence Collection in Cloud Provider Chains
Judith Jakob, Elmar Cochlovius, Christoph Reich Kamerabasierte Assistenz für Blinde und Sehbehinderte
Matthias Lermer, Stefan Frey, Christoph Reich Machine Learning in Cloud Environments Considering External Information
Holger Gantikow, Christoph Reich, Martin Knahl, Nathan Clarke Providing Security in Container-Based HPC Runtime Environments
Kevin Wallis, Christoph Reich Secure Zero Configuration of IoT Devices - A survey
Florian Kemmer, Christoph Reich, Martin Knahl, Nathan Clarke Software Defined Privacy
Thomas Rübsamen, Dirk Hölscher, Christoph Reich Towards Auditing of Cloud Provider Chains Using CloudTrust Protocol

2015

Hendrik Kuijs, Carina Rosencrantz, Christoph Reich A Context-aware, Intelligent and Flexible Ambient Assisted Living Platform Architecture
Abdulwahid Al Abdulwahid, Nathan Clarke, Ingo Stengel, Steven Furnell, Christoph Reich A Survey of Continuous and Transparent Multibiometric Authentication Systems
Holger Gantikow, Christoph Reich, Martin Knahl, Nathan Clarke A Taxonomy for HPC-aware Cloud Computing
Christoph Reich, Thomas Rübsamen Auditierung von rechenschaftspflichtigen Cloud-Infrastruktur-Anbietern
Saad Alqahtany, Nathan Clarke, Steven Furnell, Christoph Reich Cloud Forensics: A Review of Challenges, Solutions and Open Problems
Stefan Frey, Simon Disch, Christoph Reich, Martin Knahl, Nathan Clarke Cloud Storage Prediction with Neural Networks
Holger Gantikow, Sebastian Klingberg, Christoph Reich Container-based Virtualization for HPC
Carina Rosencrantz, Hendrik Kuijs, Christoph Reich Entwicklung einer Informations- und Kommunikationsplattform für ältere Menschen
Siani Pearson, Jesus Luna, Christoph Reich Improving Cloud Assurance and Transparency through Accountability Mechanisms
Florian Kemmer, Christoph Reich, Martin Knahl, Nathan Clarke Requirements Analysis for Privacy-protecting Solutions
Thomas Rübsamen, Tobias Pulls, Christoph Reich Secure Evidence Collection and Storage for Cloud Accountability Audits
Abdulwahid Al Abdulwahid, Nathan Clarke, Ingo Stengel, Steven Furnell, Christoph Reich Security, Privacy and Usability - A Survey of Users' Perceptions and Attitudes
Abdulwahid Al Abdulwahid, Nathan Clarke, Ingo Stengel, Steven Furnell, Christoph Reich The Current Use of Authentication Technologies: An Investigative Review
Hendrik Kuijs, Christoph Reich, Martin Knahl, Nathan Clarke Towards privacy for ambient assisted living in a hybrid cloud environment
Christoph Reich, Carina Rosencrantz, Hendrik Kuijs Zentrum für Angewandte Forschung: Assistive Systeme und Technologien zur Sicherung sozialer Beziehungen und Teilhabe für Menschen mit Hilfebedarf: Teilprojekt 5: Person Centered Environment for Information, Communication and Learing (PCEICL) - Eine Ambient Assisted Living Platform

2014

Nick Papanikolaou, Thomas Rübsamen, Christoph Reich A Simulation Framework to Model Accountability Controls for Cloud Computing
Saad Alqahtany, Nathan Clarke, Steven Furnell, Christoph Reich A forensically-enabled IAAS cloud computing architecture
Philipp Ruf, Thomas Rübsamen, Christoph Reich Agent-Based Evidence Collection in Cloud Computing
Philipp Ruf, Thomas Rübsamen, Christoph Reich Agenten-basierte Beweissicherung in verteilten und dynamischen Infrastrukturen
Hendrik Kuijs, Christoph Reich An Ambient Assisted Living Platform as a Service Architecture for Context Aware Applications and Services
Thomas Rübsamen, Christoph Reich, Martin Knahl, Nathan Clarke An Architecture for Cloud Accountability Audits
Carina Fredrich, Hendrik Kuijs, Christoph Reich An Ontology for User Profile Modelling in the Field of Ambient Assisted Living
Stefan Frey, Claudia Lüthje, Christoph Reich Autonomic Service Level Agreement Management as a Service
Carina Fredrich, Hendrik Kuijs, Christoph Reich Benutzerzentrierte Ontologie im Bereich Ambient Assisted Living
Carina Rosencrantz, Christoph Reich Big Data improving Ambient Assisted Living Solutions
Stefan Frey, Claudia Lüthje, Christoph Reich, Nathan Clarke Cloud QoS Scaling by Fuzzy Logic
Sururah A. Bello, Claudia Lüthje, Christoph Reich Cloud Resource Price System
Christian Heizmann, Christoph Reich Einflussfaktoren fur die Grenzwertbestimmung von QoS-Attributen in der Cloud

2013

Stefan Frey, Claudia Lüthje, Ralf Teckelmann, Christoph Reich Adaptable Service Level Objective Agreement (A-SLO-A) for Cloud Services
Frank Dölitzscher, Martin Knahl, Christoph Reich, Nathan Clarke Anomaly Detection in IaaS Clouds
Thomas Rübsamen, Christoph Reich Cloud Audits and Privacy Risks
Frank Dölitzscher, Christoph Reich Cloud Computing - Security Audit as a Service
Sururah A. Bello, Christoph Reich Cloud Utility Price Models
Stefan Frey, Claudia Lüthje, Vitali Huwwa, Christoph Reich Fuzzy Controled QoS for Scalable Cloud Computing Services
Stefan Frey, Claudia Lüthje, Christoph Reich Key Performance Indicators for Cloud Computing SLAs
Thomas Rübsamen, Julia Bayer, Christoph Reich Mobile Device Biometric Touch Gesture Information Used to Give User Identity Evidence
Frank Dölitzscher, Thomas Rübsamen, Tina Karbe, Martin Knahl, Christoph Reich, Nathan Clarke Sun Behind Clouds - On Automatic Cloud Security Audits and a Cloud Audit Policy Language
Thomas Rübsamen, Christoph Reich Supporting Cloud Accountability by Collecting Evidence Using Audit Agents

2012

Siani Pearson, Vasilis Tountopoulos, Daniele Catteddu, Mario Südholt, Refik Molva, Christoph Reich, Simone Fischer-Hübner, Christopher Millard, Volkmar Lotz, Martin G. Jaatun, Ronald Leenes, Chunming Rong, Javier Lopez Accountability for Cloud and Other Future Internet Services
Frank Dölitzscher, Christoph Reich, Martin Knahl, Alexander Passfall, Nathan Clarke An agent based business aware incident detection system for cloud environments
Frank Dölitzscher, Christoph Reich Auditprüfkriterien für Cloud Umgebungen
Christoph Reich, Sandra Hübner, Hendrik Kuijs Cloud Computing for On-Demand Virtual Desktops and Labs
Thomas Rübsamen, Christoph Reich Enhancing Mobile Device Security by Security Level Integration in a Cloud Proxy
Fabian Weber, Marcel Daneck, Christoph Reich Optimization of Proxy Caches Using Proxy Filters
Christoph Reich, Thomas Rübsamen Shibboleth Web-Proxy for Single Sign-On of Cloud Services
Frank Dölitzscher, Thomas Rübsamen, Christoph Reich Towards a Domain Specific Security Policy Language for Automatic Audit of Virtual Machine Images
Frank Dölitzscher, Christoph Reich, Martin Knahl, Nathan Clarke Understanding Cloud Audits
Frank Dölitzscher, Christian Fischer, Denis Moskal, Christoph Reich, Martin Knahl, Nathan Clarke Validating Cloud Infrastructure Changes by Cloud Audits

2011

Ralf Teckelmann, Anthony Sulistio, Christoph Reich A Taxonomy of Interoperability for IaaS
Anthony Sulistio, Udo Hönig, Christoph Reich, Wolfram Schiffmann Adaptive Workflow Scheduler with Advanced Reservation in Economic Grid Systems
Frank Dölitzscher, Christoph Reich, Martin Knahl, Nathan Clarke An Autonomous Agent Based Incident Detection System for Cloud Environments
Anthony Sulistio, Frank Dölitzscher, Christoph Reich Automated Virtual Machine Creation With On-Demand Software Installation
Stefan Frey, Christoph Reich Der Einsatz vom genetischen Algorithmen für das Scheduling von Cloud-Instanzen
Frank Dölitzscher, Christoph Reich, Martin Knahl, Nathan Clarke Incident Detection for Cloud Environments
Ralf Teckelmann, Christoph Reich, Anthony Sulistio Mapping of Cloud Standards to the Taxonomy of Interoperability in IaaS
Sebastian Garwers, Anthony Sulistio, Christoph Reich OSPaaS: OSGi Service Platform as a Service
Frank Dölitzscher, Anthony Sulistio, Christoph Reich, Hendrik Kuijs, David Wolf Private cloud for collaboration and e-Learning services: from IaaS to SaaS
Christoph Reich, Frank Dölitzscher, Anthony Sulistio Sicherheit in der Cloud durch SMMaaS
Mathias Ardelt, Frank Dölitzscher, Martin Knahl, Christoph Reich Sicherheitsprobleme für IT-Outsourcing durch Cloud Computing
Christoph Reich, Fabian Weber, Anton Marker Video Processing Service in the Cloud (VPS-C) for Mobile Devices
Frank Dölitzscher, Markus Held, Christoph Reich, Anthony Sulistio ViteraaS: Virtual Cluster as a Service

2010

Christoph Reich Cloud Computing an der HFU
Christoph Reich, Hendrik Kuijs, David Schröpfer CollaboCloud - Kollaborationsplattform in der Cloud
Frank Dölitzscher, Christoph Reich, Anthony Sulistio Designing Cloud Services Adhering to Government Privacy Laws
Steffen Thiel, , Christoph Reich, , Frank Dölitzscher Software-Technologien und -Prozesse: Tagungsband/Proceedings zur 2. Konferenz STeP 2010, Hochschule Furtwangen, 6. Mai 2010

2009

Anthony Sulistio, Christoph Reich, Frank Dölitzscher Cloud Infrastructure & Applications – CloudIA
Frank Dölitzscher, Christoph Reich Das Projekt "CloudIA": Cloud-Computing an der Hochschule Furtwangen
F. Westphal, Anthony Sulistio, Christoph Reich Evaluating I/O Isolation of Virtual Machines in OpenVZ
Pascal Bolzhauser, Anthony Sulistio, Gerhard Angst, Christoph Reich Parallelized Critical Path Search in Electrical Circuit Designs
Thomas Schoene, Friedbert Kaspar, Christoph Reich Using WSDM and Web Service Ping for QoS based Web Service Selection