Data-driven agent paper and more at the 2018 Spring Simulation Conference
Our following two papers have been presented at the Annual Simulation Symposium at Spring Simulation Multi-Conference 2018.
- Big Data, Agents, and Machine Learning: towards A Data-Driven Agent-based Modeling Approach
- Assessing the Impact of Cyberloafing on Cyber Risk
My new position
Today is my first day at George Mason University (GMU) as a postdoc/research associate. I’ve joined a wonderful team of scholars from GMU and Tulane University to work on an agent-based simulation project funded by DARPA. Very excited for this new chapter in my life.
Short updates (October-December, 2017)
- I am presenting my dissertation topic at the ODU’s 3MT (Three Minute Thesis) challenge. The event will be held at the University Theatre at ODU on October 24, 2017 5:00 – 8:00 p.m.
- The 51th Annual Simulation Symposium (ANNS’18) full paper submission deadline is extended to December 14, 2017. Looking forward to receiving your submissions.
- The Virtual City short article on sim4all.
Swarmfest 2017 participation
I have attended the Swarmfest 2017 and presented an introductory tutorial to CLOUDES. Chris Lynch presented our paper titled “Identifying Unexpected Behaviors of Agent-based Models through Spatial Plots and Heat Maps”. It was a great conference with discussions and exchange of ideas, and Joshua M. Epstein as the keynote speaker.
Presented two papers at the 2017 Spring Simulation Conference
I have presented two papers in the Spring Simulation Multi-Conference 2017 (Virginia Beach, VA, USA). The first paper is a cybersecurity simulation paper titled The Spread of Wi-Fi Router Malware Revisited. Presented within the 20th Communications and Networking Symposium, this paper investigated the spread of malware via Wi-Fi router vulnerabilities from a data-driven perspective. The second paper is titled “A Data-Driven Spatial Agent-Based Simulation Application With In-Memory Caching Support” and presented in the demo session.
Learning simulation building using games
Our new paper on teaching discrete-event simulation using games was presented by my colleague Chris Lynch at the 2016 Winter Simulation Conference. What makes this work cool is that it is co-authored by four high school students in Suffolk, VA.
Applying statistical debugging for enhanced trace validation of agent-based models
Our enhanced trace validation of agent-based models paper was published in the Sage journal SIMULATION: Transactions of The Society for Modeling and Simulation International. Here is the abstract of this work:
The verification and validation (V&V) of agent-based models (ABMs) is challenging. The underlying structure of the model and the agents can change over time. Furthermore, the theoretical context of the model is often very different from established models of the same phenomenon. In an effort to overcome these issues, trace validation is becoming a common V&V mechanism within the agent-based modeling community. In trace validation, characteristics of agents and the model are tracked over time and then analyzed by subject matter experts (SMEs) to gain insight into unexpected and potentially invalid output. Here, we present our tool, the V&V Calculator, which applies predicates employed in the field of software engineering. The result is a structured trace validation approach with quantifiable measures that facilitates SME exploration and insight into the causes of unexpected output within ABMs.
Paper Presentation at the 2016 Summer Simulation Conference
Our cyber attacker modeling paper was presented by my colleague Daniele Vernon-Bido at the 2016 Summer Simulation Conference.
2016 Spring Simulation Conference participation
I presented our cyber scenario characterization paper and human mobility framework poster at the 2016 Spring Simulation Conference at Pasadena, California, USA.
My poster won the best presentation award.