Sampling Policies for Near-Optimal Device Choice in Parallel
Simulations on CPU/GPU Platforms.
Philipp Andelfinger, Alessandro Pellegrini, and Romolo Marotta.
In International Symposium on Distributed Simulation and Real
Time Applications (DS-RT), 2024.
[ bib | pdf ]
Automatic Gradient Estimation for Calibrating Crowd Models with
Discrete Decision Making.
Philipp Andelfinger and Justin N. Kreikemeyer.
In 24th International Conference on Computational Science
(ICCS 2024), pages 227--241, 2024.
[ bib | pdf ]
Towards Learning Stochastic Population Models by Gradient Descent.
Justin N. Kreikemeyer, Philipp Andelfinger, and Adelinde Uhrmacher.
In 38th ACM SIGSIM Principles of Advanced Discrete Simulation
(PADS 2024), pages 88--92, 2024.
[ bib | pdf ]
Follow the Leader: Alternating CPU/GPU Computations in PDES.
Romolo Marotta, Alessandro Pellegrini, and Philipp Andelfinger.
In 38th ACM SIGSIM Principles of Advanced Discrete Simulation
(PADS 2024), pages 47--51, 2024.
[ bib | pdf ]
2023
Smoothing Methods for Automatic Differentiation Across Conditional
Branches.
Justin N. Kreikemeyer and Philipp Andelfinger.
IEEE Access, 11:143190--143211, 2023.
[ bib |
doi |
http | pdf ]
Validation without Data - Formalizing Stylized Facts of Time Series.
Pia Wilsdorf, Marian Zuska, Philipp Andelfinger, Florian Peters,
and Adelinde M. Uhrmacher.
In Winter Simulation Conference (WSC 2023). IEEE Press, 2023.
[ bib |
http | pdf ]
Zero Lookahead? Zero Problem. The Window Racer Algorithm.
Philipp Andelfinger, Till Köster, and Adelinde Uhrmacher.
In Proceedings of the 2023 SIGSIM Conference on Principles of
Advanced Discrete Simulation, SIGSIM-PADS '23. ACM, 2023.
Received Best Paper Award.
[ bib |
http | pdf ]
Hybrid Speculative Synchronisation for Parallel Discrete Event
Simulation.
Andrea Piccione, Philipp Andelfinger, and Alessandro Pellegrini.
In Proceedings of the 2023 SIGSIM Conference on Principles of
Advanced Discrete Simulation, SIGSIM-PADS '23. ACM, 2023.
[ bib |
http | pdf ]
Spatial Iterative Coordination for Parallel Simulation-based
Optimization of Large-scale Traffic Signal Control.
Wen Jun Tan, Philipp Andelfinger, Wentong Cai, David Eckhoff, and
Alois Knoll.
SIMULATION, 2023.
[ bib |
http | pdf ]
Synchronous Speculative Simulation of Tightly Coupled Agents in
Continuous Time on CPUs and GPUs.
Philipp Andelfinger and Adelinde Uhrmacher.
SIMULATION, 2023.
[ bib |
http | pdf ]
2022
Reinforcement Learning for Intelligent Building Energy Management
System Control.
Olivera Kotevska and Philipp Andelfinger.
Intelligent Data Mining and Analysis in Power and Energy
Systems: Models and Applications for Smarter Efficient Power Systems,
pages 371--386, 2022.
[ bib |
doi |
http ]
Towards Differentiable Agent-Based Simulation.
Philipp Andelfinger.
ACM Transactions on Modeling and Computer Simulation
(TOMACS), 2022.
[ bib |
doi |
http | pdf ]
Advanced Tutorial: Parallel and Distributed Methods for Scalable
Discrete Simulation.
Philipp Andelfinger and Wentong Cai.
In Proceedings of the Winter Simulation Conference (WSC).
IEEE, 2022.
[ bib |
http | pdf ]
Seamless Simulation-Based Verification and Validation of Event-Driven
Software Systems.
Tom Meyer, Philipp Andelfinger, Andreas Ruscheinski, and Adelinde
Uhrmacher.
In Proceedings of the Winter Simulation Conference (WSC).
IEEE, 2022.
[ bib |
http | pdf ]
GPU-Accelerated Simulation Ensembles of Stochastic Reaction
Networks.
Till Köster, Philipp Andelfinger, and Adelinde Uhrmacher.
In Proceedings of the Winter Simulation Conference (WSC).
IEEE, 2022.
[ bib |
http | pdf ]
Comparing Speculative Synchronization Algorithms for Continuous-Time
Agent-Based Simulations.
Philipp Andelfinger, Andrea Piccione, Alessandro Pellegrini, and
Adelinde Uhrmacher.
In International Symposium on Distributed Simulation and Real
Time Applications (DS-RT), 2022.
Received Best Paper Award.
[ bib | pdf ]
2021
OptCL: A Middleware to Optimise Performance for High Performance
Domain-Specific Languages on Heterogeneous Platforms.
Jiajian Xiao, Philipp Andelfinger, Wentong Cai, David Eckhoff, and
Alois Knoll.
In 21st International Conference on Algorithms and
Architectures for Parallel Processing (ICA3PP), 2021.
[ bib | pdf ]
Optimistic Parallel Simulation of Tightly Coupled Agents in Continuous
Time.
Philipp Andelfinger and Adelinde Uhrmacher.
In IEEE/ACM 25th International Symposium on Distributed
Simulation and Real Time Applications (DS-RT), pages 1--9, 2021.
[ bib |
http | pdf ]
Differentiable Agent-Based Simulation for Gradient-Guided
Simulation-Based Optimization.
Philipp Andelfinger.
In Proceedings of the 2021 ACM SIGSIM Conference on Principles
of Advanced Discrete Simulation, pages 27--38, 2021.
Best Paper Award Runner-Up.
[ bib |
http | pdf ]
Causality and Consistency of State Update Schemes in Synchronous
Agent-based Simulations.
Wen Jun Tan, Philipp Andelfinger, David Eckhoff, Wentong Cai, and
Alois Knoll.
In Proceedings of the 2021 ACM SIGSIM Conference on Principles
of Advanced Discrete Simulation, pages 57--68, 2021.
[ bib |
http | pdf ]
Transitioning Spiking Neural Network Simulators to Heterogeneous
Hardware.
Quang Anh Pham Nguyen, Philipp Andelfinger, Wen Jun Tan, Wentong
Cai, and Alois Knoll.
ACM Transactions on Modelling and Computer Simulation (TOMACS),
31(2), 2021.
[ bib |
http | pdf ]
2020
Multi-thread State Update Schemes for Microscopic Traffic
Simulation.
Wen Jun Tan, Philipp Andelfinger, Yadong Xu, Wentong Cai, Alois
Knoll, and David Eckhoff.
In Proceedings of the Winter Simulation Conference (WSC).
IEEE, 2020.
Received Best Applied Paper Award.
[ bib |
http | pdf ]
Evaluation of Guidance Systems at Dynamic Public Transport Hubs using
Crowd Simulation.
Michael Wagner, Philipp Andelfinger, Henriette Cornet, Wentong Cai,
Alois Knoll, and David Eckhoff.
In Proceedings of the Winter Simulation Conference (WSC).
IEEE, 2020.
[ bib |
http | pdf ]
A Passenger Model for Simulating Boarding and Alighting in Spatially
Confined Transportation Scenarios.
Boyi Su, Philipp Andelfinger, Jaeyoung Kwak, David Eckhoff,
Henriette Cornet, Goran Marinkovic, Wentong Cai, and Alois Knoll.
Journal of Computational Science, page 101173, 2020.
[ bib |
http | pdf ]
Pedal to the Bare Metal: Road Traffic Simulation on FPGAs Using
High-Level Synthesis.
Jiajian Xiao, Görkem Kilinç, Philipp Andelfinger, David
Eckhoff, Wentong Cai, and Alois Knoll.
In Proceedings of the 2020 ACM SIGSIM Conference on Principles
of Advanced Discrete Simulation, pages 117--121, 2020.
[ bib |
http | pdf ]
Fast-Forwarding of Vehicle Clusters in Microscopic Traffic
Simulations.
Philipp Andelfinger, David Eckhoff, Wentong Cai, and Alois Knoll.
In Proceedings of the 2020 ACM SIGSIM Conference on Principles
of Advanced Discrete Simulation, pages 63--66, 2020.
[ bib |
http | pdf ]
OpenABLext: An Automatic Code Generation Framework for Agent-Based
Simulations on CPU-GPU-FPGA Heterogeneous Platforms.
Jiajian Xiao, Philipp Andelfinger, Wentong Cai, Paul Richmond,
Alois Knoll, and David Eckhoff.
Concurrency and Computation: Practice and Experience, page
e5807, 2020.
[ bib |
http | pdf ]
Fidelity and Performance of State Fast-Forwarding in Microscopic
Traffic Simulations.
Philipp Andelfinger, Yadong Xu, David Eckhoff, Wentong Cai, and
Alois Knoll.
ACM Transactions on Modeling and Computer Simulation (TOMACS),
30(2), 2020.
[ bib |
http | pdf ]
2019
Advancing Automatic Code Generation for Agent-Based Simulations on
Heterogeneous Hardware.
Jiajian Xiao, Philipp Andelfinger, Wentong Cai, Paul Richmond,
Alois Knoll, and David Eckhoff.
In The International Workshop on Algorithms, Models and Tools
for Parallel Computing on Heterogeneous Platforms (HeteroPar). Springer,
2019.
[ bib | pdf ]
An Agent-Based Model for Evaluating the Boarding and Alighting
Efficiency of Autonomous Public Transport Vehicles.
Boyi Su, Philipp Andelfinger, David Eckhoff, Henriette Cornet,
Goran Marinkovic, Cai Wentong, and Alois Knoll.
In Proceedings of the International Conference on
Computational Science (ICCS), pages 534--547. Springer, June 2019.
[ bib |
http | pdf ]
From Effects to Causes: Reversible Simulation and Reverse Exploration
of Microscopic Traffic Models.
Philipp Andelfinger, Jordan Ivanchev, David Eckhoff, Wentong Cai,
and Alois Knoll.
In Proceedings of the ACM SIGSIM Conference on Principles of
Advanced Discrete Simulation (PADS), pages 173--184. ACM, 2019.
[ bib |
http | pdf ]
Transitioning Spiking Neural Network Simulators to Heterogeneous
Hardware.
Quang Anh Pham Nguyen, Philipp Andelfinger, Wentong Cai, and Alois
Knoll.
In Proceedings of the ACM SIGSIM Conference on Principles of
Advanced Discrete Simulation (PADS), pages 115--126. ACM, 2019.
Nominated for Best Paper Award.
[ bib |
http | pdf ]
A Survey on Agent-based Simulation Using Hardware Accelerators.
Jiajian Xiao, Philipp Andelfinger, David Eckhoff, Wentong Cai, and
Alois Knoll.
ACM Computing Surveys (CSUR), 51(6):131, 2019.
[ bib |
http | pdf ]
2018
Exploring Execution Schemes for Agent-Based Traffic Simulation on
Heterogeneous Hardware.
Jiajian Xiao, Philipp Andelfinger, David Eckhoff, Wentong Cai, and
Alois Knoll.
In International Symposium on Distributed Simulation and Real
Time Applications (DS-RT), pages 243--252, October 2018.
Received Best Paper Award.
[ bib |
http | pdf ]
Incremental Calibration of Seat Selection Preferences in Agent-Based
Simulations of Public Transport Scenarios.
Philipp Andelfinger, Daniel Zehe, Yihao Chen, Boyi Su, David
Eckhoff, Wentong Cai, and Alois Knoll.
In Proceedings of the Winter Simulation Conference (WSC),
pages 833--844. IEEE, December 2018.
[ bib |
http | pdf ]
Model Preemption Based on Dynamic Analysis of Simulation Data To
Accelerate Traffic Light Timing Optimisation.
Philipp Andelfinger, Sajeev Udayakumar, David Eckhoff, Wentong Cai,
and Alois Knoll.
In Proceedings of the Winter Simulation Conference (WSC),
pages 652--663. IEEE, December 2018.
[ bib |
http | pdf ]
Evaluating and Optimizing Component-Based Robot Architectures using
Network Simulation.
Daniel Krauß, Philipp Andelfinger, Fabian Paus, Nikolaus
Vahrenkamp, and Tamim Asfour.
In Proceedings of the Winter Simulation Conference (WSC),
pages 1061--1072. IEEE, December 2018.
[ bib |
http | pdf ]
Fast-Forwarding Agent States to Accelerate Microscopic Traffic
Simulations.
Philipp Andelfinger, Yadong Xu, Wentong Cai, David Eckhoff, and
Alois Knoll.
In Proceedings of the ACM SIGSIM Conference on Principles of
Advanced Discrete Simulation, SIGSIM-PADS, pages 113--124. ACM, 2018.
Received Best Paper Award.
[ bib |
http | pdf ]
Evaluation of Conflict Resolution Methods for Agent-Based Simulations
on the GPU.
Mingyu Yang, Philipp Andelfinger, Wentong Cai, and Alois Knoll.
In Proceedings of the 2018 ACM SIGSIM Conference on Principles
of Advanced Discrete Simulation, SIGSIM-PADS, pages 129--132. ACM, 2018.
[ bib |
http | pdf ]
Enabling Cross-Event Optimization in Discrete-Event Simulation through
Compile-Time Event Batching.
Marc Leinweber, Hannes Hartenstein, and Philipp Andelfinger.
arXiv preprint arXiv:1805.04303, 2018.
[ bib |
http | pdf ]
2017
Performance Evaluation of Priority Queues for Fine-Grained Parallel
Tasks on GPUs.
Nicolai Baudis, Florian Jacob, and Philipp Andelfinger.
In 2017 IEEE 25th International Symposium on Modeling,
Analysis, and Simulation of Computer and Telecommunication Systems
(MASCOTS), pages 1--11, 2017.
[ bib |
doi | pdf ]
Time Warp on the GPU: Design and Assessment.
Xinhu Liu and Philipp Andelfinger.
In Proceedings of the 2017 ACM SIGSIM Conference on Principles
of Advanced Discrete Simulation, SIGSIM-PADS, pages 109--120. ACM, 2017.
[ bib |
http | pdf ]
2016
Identifying and Harnessing Concurrency for Parallel and
Distributed Network Simulation.
Philipp Andelfinger.
PhD thesis, Karlsruhe Institute of Technology, Germany, 2016.
[ bib |
doi | pdf ]
Timing Analysis for Inferring the Topology of the Bitcoin Peer-to-Peer
Network.
Till Neudecker, Philipp Andelfinger, and Hannes Hartenstein.
In 2016 International IEEE Conference on Advanced and Trusted
Computing (ATC), pages 358--367, July 2016.
Received Best Paper Award.
[ bib |
doi | pdf ]
Consideration of Values in the Design of Access Control Systems.
Till Neudecker, Arsen Hayrapetyan, Alexander Degitz, and Philipp
Andelfinger.
In Informatik. Gesellschaft für Informatik eV, 2016.
[ bib | pdf ]
2015
Model-Based Concurrency Analysis of Network Simulations.
Philipp Andelfinger and Hannes Hartenstein.
In Proceedings of the 3rd ACM SIGSIM Conference on Principles
of Advanced Discrete Simulation, SIGSIM PADS, pages 223--234. ACM, 2015.
[ bib |
http | pdf ]
A Simulation Model for Analysis of Attacks on the Bitcoin Peer-to-Peer
Network.
Till Neudecker, Philipp Andelfinger, and Hannes Hartenstein.
In 2015 IFIP/IEEE International Symposium on Integrated
Network Management (IM), Workshop on Security for Emerging Distributed
Network Technologies (DISSECT), pages 1327--1332, May 2015.
Received Best Paper Award.
[ bib |
doi | pdf ]
2014
Exploiting the Parallelism of Large-Scale Application-Layer Networks
by Adaptive GPU-based Simulation.
Philipp Andelfinger and Hannes Hartenstein.
In Proceedings of the Winter Simulation Conference 2014,
pages 3471--3482, Dec 2014.
[ bib |
doi | pdf ]
Parallelism Potentials in Distributed Simulations of Kademlia-based
Peer-to-Peer Networks.
Philipp Andelfinger, Konrad Jünemann, and Hannes Hartenstein.
In Proceedings of the 7th International ICST Conference on
Simulation Tools and Techniques, SIMUTools, pages 41--50. ICST (Institute
for Computer Sciences, Social-Informatics and Telecommunications
Engineering), 2014.
[ bib |
http | pdf ]
From Implicit to Explicit Knowledge: A Tool for Preserving and Sharing
Mental Links in Science.
Philipp Andelfinger, Matthias Keller, Holger Kühner, and Hannes
Hartenstein.
In Proceedings of the Companion Publication of the 17th ACM
Conference on Computer Supported Cooperative Work & Social Computing, CSCW
Companion, pages 129--132. ACM, 2014.
[ bib |
http | pdf ]
2013
Towards Performance Evaluation of Conservative Distributed
Discrete-Event Network Simulations Using Second-Order Simulation.
Philipp Andelfinger and Hannes Hartenstein.
In Proceedings of the 1st ACM SIGSIM Conference on Principles
of Advanced Discrete Simulation, SIGSIM PADS, pages 221--230. ACM, 2013.
[ bib |
http | pdf ]
2011
Towards a Basic DHT Service: Analyzing Network Characteristics of a
Widely Deployed DHT.
Konrad Jünemann, Philipp Andelfinger, and Hannes Hartenstein.
In 2011 Proceedings of 20th International Conference on
Computer Communications and Networks (ICCCN), pages 1--7, July 2011.
[ bib |
doi | pdf ]
GPU-Based Architectures and Their Benefit for Accurate and Efficient
Wireless Network Simulations.
Philipp Andelfinger, Jens Mittag, and Hannes Hartenstein.
In 2011 IEEE 19th Annual International Symposium on Modelling,
Analysis, and Simulation of Computer and Telecommunication Systems, pages
421--424, July 2011.
[ bib |
doi | pdf ]
2010
BitMON: A Tool for Automated Monitoring of the BitTorrent DHT.
Konrad Jünemann, Philipp Andelfinger, Jochen Dinger, and Hannes
Hartenstein.
In 2010 IEEE Tenth International Conference on Peer-to-Peer
Computing (P2P), pages 1--2, Aug 2010.
[ bib |
doi | pdf ]