Alexey Tregubov - computer scientist
machine learning engineer

Alexey is interested in software architecture and design. His research interests include system and software engineering, quantitative cost and schedule estimation in software projects, data driven process improvement. Alexey Tregubov has three years of industry experience with developing large-scale distributed systems.
Alexey Tregubov is a committed software engineer and scholar, who believes that learning process never stops.

Projects

Ongoing research projects

DATASEM and DES frameworks - Agent based and discrete event simulation frameworks for modeling of various software development processes (Agile, Scrum, Integrated Master Schedule, Kanban-based Scheduling System, etc.). It compares effectiveness (effort, schedule, bottle-necks, governance overhead) of various software development processes and scheduling techniques for different organizational environments. Read more.

Publications

Selected Publications


Modeling cognitive workload in open-source communities via simulation. Tregubov, A.; Abramson, J.; Hauser, C.; Hussain, A.; and Blythe, J. In AAMAS International Workshop on Multi-Agent-Based Simulation, 2023.

Dynamic graph reduction optimization technique for interdiction games. Blythe, J.; and Tregubov, A. In AAMAS Workshop on Optimization and Learning in Multiagent Systems, 2022.

Large-scale agent-based simulations of online social networks. Murić, G.; Tregubov, A.; Blythe, J.; Abeliuk, A.; Choudhary, D.; Lerman, K.; and Ferrara, E. Autonomous Agents and Multi-Agent Systems, 36(2): 38. 2022. Top conference: Google Scholar H5-index: 25, acceptance rate 24%

Optimization of Large-scale Agent-based Simulations through Automated Abstraction and Simplification, Tregubov A., Blythe J., In Proceedings of International Conference on Autonomous Agents and Multi-Agent Systems, May 2020. Top conference: Google Scholar H5-index: 25, acceptance rate 24%

The DARPA SocialSim Challenge: Cross-platform Multi-Agent Simulations, Muric G., Tregubov A., Blythe J., Ferrara E., In Proceedings of International Conference on Autonomous Agents and Multi-Agent Systems, May 2020. Top conference: Google Scholar H5-index: 25, acceptance rate 24%

The DARPA SocialSim Challenge: Massive Multi-Agent Simulations of the Github Ecosystem, Blythe J., Ferrara E., Lerman K., Tregubov A., Muric G., In Proceedings of International Conference on Autonomous Agents and Multi-Agent Systems, 13th-17th of May 2019. Top conference: Google Scholar H5-index: 25, acceptance rate 25%

Massive Multi-Agent Data-Driven Simulations of the GitHub Ecosystem, Blythe J., Ferrara E., Lerman K., Tregubov A., Muric G., In Proceedings of International Conference on Practical Applications of Agents and Multi-Agent Systems, 26th-28th June, 2019.

FARM: Architecture for Distributed Agent-based Social Simulations, Blythe J., Tregubov A., In Proceedings of International Workshop on Massively Multi-Agent Systems, July 14th, 2018.

Impact of Task Switching and Work Interruptions on Software Development Processes, Tregubov A., Boehm B., Rodchenko N., Lane, J.A.; In Proceedings of International Conference on Software and Systems Process (ICSSP’17), Paris, France, 5-7 July, 2017. Top conference: Google Scholar H5-index: 15, acceptance rate 21.9%

Evaluation of cross-project multitasking in software projects, Tregubov A., Lane, J.A., Boehm B.; Conference on Systems Engineering Research (CSER’17), Los Angeles, CA, 23-25 March, 2017.

What does it mean to be Lean in SoSE environment? Tregubov A., Lane, J.A.; 26th Annual INCOSE International Symposium (IS’16) Edinburgh, Scotland, UK, July 18-21, 2016.

Simulation of Kanban-based scheduling for systems of systems: initial results, Tregubov A., Lane, J.A.; Conference on Systems Engineering Research (CSER’15), Hoboken, NJ, 17-19 March, 2015.

Conferences and Forums


26th Annual INCOSE International Symposium, July 18-21, 2016, Edinburgh, Scotland, UK. Read now.

17th Practical Software and Systems Measurement Users’ Group Meeting and Workshops, February 22-26, 2016, Arlington, Virginia. Read now.

13th Annual Conference on Systems Engineering Research, 17-19 March, 2015, Stevens Institute of Technology Hoboken, NJ. Read now.

29th International Forum on COCOMO and Systems/Software Cost Modeling, 2014, Los Angeles, CA. Read now.

28th International Forum on COCOMO and Systems/Software Cost Modeling, 2013, Los Angeles, CA. Read now.

Presentations and Talks


Implications of cross-project multitasking in software development projects. 23nd USC CSSE Annual Research Review 2016, Los Angeles, CA. Read now.

Kanban-based Scheduling System for System of Systems. 23nd USC CSSE Annual Research Review 2016, Los Angeles, CA. Read now.

Simulation of Kanban-based scheduling for System of Systems. 22nd USC CSSE Annual Research Review 2015, Los Angeles, CA. Read now.

Agile and Lean in Systems Engineering Projects. 6th Annual SERC Sponsor Research Review December 4, 2014, Washington, DC. Read now.

Introduction to Kanban-based Scheduling System. 21nd USC CSSE Annual Research Review 2014, Los Angeles, CA. Read now.

Other publications


Information systems of energy efficiency monitoring and control – new class of ultra large scale systems. Proceedings of XII international conference "Fundamental and applied research and application of high technologies in industry" 2011, Novosibirsk, Russia.

Unique properties of database design for energy efficiency monitoring and control systems. Proceedings of XLVIII International Scientific Students Conference "Students and Progress in Science and Technology" 2011, Novosibirsk, Russia.

About Me

My hobbies: coding, traveling, photography

Contact

Alexey Tregubov's email
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