Martin Alexander Neumann
Martin Alexander Neumann
Research and Teaching Assistant
mail:
KIT Campus Sued – TECO
Vincenz-Priessnitz-Strasse 1
76131 Karlsruhe
Germany
email:
(PGP key and fingerprint)
phone: +49 (721) 608 417-07
website: www.maneumann.net
Address information can be converted into vCard
QR code

Research Interests

  • Dynamic Software Updates
  • Data Analysis Systems

Open ThesesSubscribe

Projects

  • 2015 – today
  • SDI-X: Smart Data Innovation–Prozesse, Werkzeuge und Betriebskonzepte

Teaching

Karlsruhe Institute of Technology (Karlsruhe, Germany)

Baden-Wuerttemberg Cooperative State University (Stuttgart, Germany)

Short Curriculum Vitae

  • Since 2012
  • Lecturer at Baden-Wuerttemberg Cooperative State University (Stuttgart, Germany)
  • Since 2011
  • Research and teaching assistant at Karlsruhe Institute of Technology (Karlsruhe, Germany)
  • 2010 – 2011
  • Student at IBM Zurich Research Laboratory (Rüschlikon, Switzerland)
  • 2010 – 2011
  • Student research assistant at Karlsruhe Institute of Technology (Karlsruhe, Germany)
  • 2008 – 2010
  • Student research assistant at University of Braunschweig – Institute of Technology (Braunschweig, Germany)
  • 2008 – 2011
  • Master of Science at University of Braunschweig – Institute of Technology (Braunschweig, Germany)
  • 2005 – 2008
  • Bachelor of Science at Baden-Wuerttemberg Cooperate State University (Stuttgart, Germany)
  • Cooperate student at Hewlett-Packard (Ratingen, Germany; Sofia, Bulgaria; Houston, USA; Bristol, UK)
  • 2002 – 2003
  • Call Center Agent (CCA) for IT support at theBEEcompany (Peine, Germany)

Awards and Prizes

Activities

2017

  • International Conference on Smart Grid Communications (SmartGridComm)
  • Technical Program Committee
  • International Workshop on Smart Sensing Systems (IWSSS)
  • Technical Program Committee

2016

  • International Conference on Smart Grid Communications (SmartGridComm)
  • Technical Program Committee
  • International Workshop on Smart Sensing Systems (IWSSS)
  • Technical Program Committee

2015

  • International Conference on Smart Grid Communications (SmartGridComm)
  • Technical Program Committee
  • International Workshop on Web Intelligence and Smart Sensing (IWWISS)
  • Technical Program Committee

2014

  • International Workshop on Web Intelligence and Smart Sensing (IWWISS)
  • Publication Chair

Publications

2017

  • July 2017 (full conference paper)
  • Julio Borges, Martin Alexander Neumann, Christian Bauer, Yong Ding, Till Riedel, Michael Beigl
  • Predicting Target Events In Industrial Domains, Machine Learning and Data Mining in Pattern Recognition
  • 13th International Conference on Machine Learning and Data Mining (MLDM)
  • March 2017 (full conference paper)
  • Martin Alexander Neumann, Christoph Tobias Bach, Yong Ding, Till Riedel and Michael Beigl
  • Seamless and Timely Dynamic Software Updating of Smart Grid Components
  • 2nd International Conference on Smart Grid Inspired Future Technologies (SmartGIFT), EAI

2016

  • November 2016 (workshop paper)
  • Martin Alexander Neumann, Christoph Tobias Bach, Andrei Miclaus, Till Riedel and Michael Beigl
  • Always-On Web of Things Infrastructure using Dynamic Software Updating
  • 7th International Workshop on the Web of Things (WoT), ACM
  • November 2016 (workshop paper)
  • Andrei Miclaus, Wolfgang Clauss, Eugen Schwert, Martin Alexander Neumann, Ferdinand Mütsch, Till Riedel, Fabian Schmidt and Michael Beigl
  • Towards the Shop Floor App Ecosystem: Using the Semantic Web for Gluing Together Apps into Mashups
  • 7th International Workshop on the Web of Things (WoT), ACM
  • November 2016 (short conference paper and poster)
  • Martin Alexander Neumann
  • Towards Practical Release-Level Dynamic Software Updating on Stock Java — Evaluating an Efficient and Safely Programmable Java Dynamic Updating System
  • Systems, Programming, Languages and Applications: Software for Humanity (SPLASH), ACM SIGPLAN
  • November 2016 (conference poster paper)
  • Martin Alexander Neumann, Christoph Tobias Bach and Stefan Kratochwil
  • libDSU: Towards Hot-Swapping Dynamically Linked Libraries on Stock Linux
  • Systems, Programming, Languages and Applications: Software for Humanity (SPLASH), ACM SIGPLAN
  • October 2016 (conference publication)
  • Martin Alexander Neumann and Markus Scholz
  • Best Practices for Data Analysis Projects
  • 1st Smart Data Innovation Conference (SDIC2016)
  • September 2016 (workshop presentation)
  • Martin Alexander Neumann and Christoph Tobias Bach
  • Lusagent: Dynamic Software Updating on Java
  • 3rd Virtual Machine Meetup (VMM2016)

2015

  • October 2015 (conference paper)
  • Yong Ding, Julio Borges, Martin Alexander Neumann and Michael Beigl
  • Sequential Pattern Mining – A Study to Understand Daily Activity Patterns for Load Forecasting Enhancement
  • 1st International Smart Cities Conference (ISC2), IEEE
  • October 2015 (conference paper)
  • Yong Ding, Sozo Inoue, Martin Alexander Neumann, Erwin Stamm, Xincheng Pan and Michael Beigl
  • A Personalized Load Forecasting Enhanced by Activity Information
  • 1st International Smart Cities Conference (ISC2), IEEE

2014

  • October 2014 (workshop paper)
  • Yong Ding, Martin Alexander Neumann, Ömer Kehri, Geoff Ryder, Till Riedel and Michael Beigl
  • From Load Forecasting to Demand Response – A Web of Things Use Case
  • 5th International Workshop on the Web of Things (WoT), ACM

2013

  • October 2013 (long conference paper)
  • Yong Ding, Per Goncalves Da Silva, Martin Alexander Neumann, Lin Zhang, Michael Beigl
  • A Control Loop Approach for Integrating The Future Decentralized Power Markets and Grids
  • 4th International Conference on Smart Grid Communications, IEEE
  • September 2013 (short conference paper)
  • Anja Bachmann, Martin Alexander Neumann, Hossein Miri, Jose Barateiro, Goncalo Antunes and Artur Caetano
  • Preservation and Redeployment of Sensor Acquisition Processes from a Dam Safety Information System
  • 5th International Conference on Knowledge Management and Information Sharing, SciTePress
  • September 2013 (workshop paper)
  • Martin Alexander Neumann, Daniel Hassler, Yong Ding, Till Riedel and Michael Beigl
  • Temporally-Relaxed Conditions for Activation of Services in the Web of Things
  • 4th International Workshop on the Web of Things (WoT), ACM
  • August 2013 (workshop paper)
  • Yong Ding, Martin Alexander Neumann, Per Goncalves Da Silva, Michael Beigl
  • A Framework of Short-Term Activity-Aware Load Forecasting
  • 2nd International Workshop on AI Problems and Approaches for Intelligent Environments (AI4IE), ACM

2012

  • October 2012 (long conference paper)
  • Martin Alexander Neumann, Hossein Miri, John Thomson, Goncalo Antunes, Rudolf Mayer, Michael Beigl
  • Towards a Decision Support Architecture for Digital Preservation of Business Processes
  • 9th International Conference on Preservation of Digital Objects (iPRES), iPRES
  • October 2012 (long conference paper)
  • Mykola Galushka, Philip Taylor, Wasif Gilani, John Thomson, Stephan Strodl, Martin Alexander Neumann
  • Digital Preservation of Business Processes using the TIMBUS Architecture
  • 9th International Conference on Preservation of Digital Objects (iPRES), iPRES
  • September 2012 (long conference paper)
  • Rudolf Mayer, Andreas Rauber, Martin Alexander Neumann, John Thomson, Goncalo Antunes
  • Preserving Scientific Processes from Design to Publications
  • 16th International Conference on Theory and Practice of Digital Libraries (TPDL), LNCS
  • June 2012 (long conference paper and conference demo)
  • Yong Ding, Martin Alexander Neumann, Dawud Gordon, Till Riedel, Takashi Miyaki, Michael Beigl, Wenzhu Zhang, Lin Zhang
  • A Platform-as-a-Service for in-situ Development of Wireless Sensor Network Applications
  • 9th International Conference on Networked Sensing Systems (INSS), IEEE
  • March 2012 (short conference paper)
  • Jose Barateiro, Daniel Draws, Martin Alexander Neumann, Stephan Strodl
  • Digital Preservation Challenges on Software Life Cycle
  • 16th European Conference on Software Maintenance and Reengineering (CSMR), IEEE

2011

  • December 2011 (long conference paper)
  • Stephan Sigg, Predrag Jakimovski, Florian Becker, Hedda Schmidtke, Martin Alexander Neumann, Yusheng Ji, Michael Beigl
  • Neuron-Inspired Collaborative Transmission in Wireless Sensor Networks
  • 8th International Conference on Mobile and Ubiquitous Systems (MobiQuitous), LNICST
  • September 2011 (short conference paper)
  • Martin Alexander Neumann, Till Riedel, Philip Taylor, Hedda Schmidtke, Michael Beigl
  • Monitoring for Digital Preservation of Processes
  • 7th International and Interdisciplinary Conference on Modeling and Using Context (CONTEXT), LNAI
  • June 2011 (conference demo)
  • Dawud Gordon, Martin Alexander Neumann, Michael Beigl
  • Program Your Reality with dinam-mite
  • 9th International Conference on Pervasive Computing (Pervasive), LNCS

2010

  • June 2010 (short conference paper)
  • Dawud Gordon, Michael Beigl, Martin Alexander Neumann
  • dinam: A Wireless Sensor Network Concept and Platform for Rapid Development
  • 7th International Conference on Networked Sensing Systems (INSS), IEEE

2009

  • February 2009 (corporate journal paper)
  • Serdar Cabuk, Chris I. Dalton, Aled Edwards, Anna Fischer, Martin Alexander Neumann
  • Secure Network Virtualization for a Service Utility Platform
  • HP Labs TechReports

Students

Theses

  • Winter term 2015/16
  • Christoph Bach (master project), Comparing Resulting State of Dynamic and Conventional Updates to Support Development of State Transformers in Dynamic Software Updating
  • Stefan Kratochwil (master thesis), Unrestricted Dynamic Updating of binary-compatible dynamically-linked Libraries in Generic Linux Programs by Scanning and Patching of Direct Pointers
  • Summer term 2015
  • Julio Borges (master thesis), An Efficient and Robust Approach for Sequence Mining in Eventlogs of Industrial Production Processes
  • Giullian Franke (master project), Programming Efforts of Developing State Transformers for Dynamic Software Updates in Java
  • Winter term 2014/15
  • Marcel Kost (bachelor thesis), Zero-Overhead Dynamic Hot Fixing of Shared Libraries under Linux
  • Jannik Quehl (master thesis), Low-Disruptive Updates in Distributed Streaming Systems on the Basis of Dynamic Software Updating
  • Summer term 2014
  • Philipp Adolf (bachelor thesis), Dynamic Updates for Java Programs That Leave No Evidence
  • Christoph Bach (bachelor thesis), Integrating the Java Tool Interface into Dynamic Updates for Java Programs
  • Michael Jacoby (master thesis), Enabling Domain-Specific Rule-Based Automation With Semantic Stream Technology
  • Alina Saalfeld (bachelor thesis), Identification of TCP Proxies and Load Balancers using Patterns in TCP Connection Handling
  • Winter term 2013/14
  • Sebastian Höninger (master thesis), Towards Adaptive Prediction of Safe States for Software Updates under Unknown Workloads
  • Pierre Barbera (master project), Estimating Execution Time of Local Dynamic Software Updates based on Static and Dynamic Program Analysis
  • Summer term 2013
  • Daniel Hassler (bachelor thesis), Development and Deployment of Contextualized Apps in Smart Environments

Seminars

  • Summer term 2015
  • Lukas Hofmann (bachelor), Efficient Dynamic Software Updates in Java
  • Winter term 2014/15
  • Thomas Kadow (bachelor), Lazy Dynamic Software Updates in Java
  • Summer term 2014
  • Kenan Ibrahimov (bachelor), Process Mining — Determining Structure of Distributed Behaviour
  • Marcel Kost (bachelor), An Overview of Dynamic Software Updates
  • Tobias Schwarz (bachelor), An Overview of Dynamic Software Updates
  • Winter term 2013/14
  • Alina Saalfeld (bachelor), Service Dependency Discovery in the Web
  • Summer term 2013
  • Yan Bi (master), Modeling Dynamics of Cyber-Physical Systems
  • Jannik Quehl (master), Development of Context-Aware Applications
  • Michael Jacoby (master), Middleware for Context-Aware Applications
  • Winter term 2012/13
  • Sebastian Höninger (master), Software Update Mechanisms for Cyber-Physical Systems

Student assistants

  • Since summer term 2016
  • Andreas Pusch
  • Since winter term 2014/15
  • Christoph Bach
  • Since summer term 2011
  • Florian Schandinat
  • Past
  • Alex Abraham, Philipp Adolf, Pierre Barbera, Alisa Jung, Nikolai Hartmann, Daniel Hassler, Christoph Klebsattel, Marvin Marx, Patrick Merz, Alina Saalfeld, Simon Röhrl, Michael Schöffler