# Scientific Foundations of Resilient Systems

1. Tian, Y., Sun, Y., Du, B., and Scutari, G. (2018). ASY-SONATA: Achieving Geometric Convergence for Distributed Asynchronous Optimization. *arXiv preprint arXiv:1803.10359,* . Cited by 1. [ http ]

2. Wang, J., Peeta, S., He, X., and Zhao, J. (2018). Combined multinomial logit modal split and paired combinatorial logit traffic assignment model. *Transportmetrica A: Transport Science,* Taylor & Francis. [ http ]

3. Dachowicz, A., Chaduvula, S. C., Atallah, M. J., Bilionis, I., and Panchal, J. H. (2018). Strategic information revelation in collaborative design. *Advanced Engineering Informatics,* Elsevier. [ http ]

4. Vollmer, M., Spall, S., Chamith, B., Sakka, L., Koparkar, C., Kulkarni, M., Tobin-Hochstadt, S., and Newton, R. R. (2017). Compiling Tree Transforms to Operate on Packed Representations. *Other,* Schloss Dagstuhl-Leibniz-Zentrum fuer Informatik. Cited by 3. [ http ]

5. Daneshmand, A., Sun, Y., Scutari, G., and Facchinei, F. (2017). D2L: Decentralized dictionary learning over dynamic networks. *Other,* IEEE. [ http ]

6. Notarnicola, I., Sun, Y., Scutari, G., and Notarstefano, G. (2017). Distributed big-data optimization via block-iterative convexification and averaging. *Other,* IEEE. Cited by 1. [ http ]

7. Liou, H., Hu, S., and Peeta, S. (2017). Estimation of Time-Dependent Intersection Turning Proportions for Adaptive Traffic Signal Control under Limited Link Traffic Counts from Heterogeneous Sensors. *Other,* School of Civil Engineering, Purdue University. [ http ]

8. Facchinei, F., Lampariello, L., and Scutari, G. (2017). Feasible methods for nonconvex nonsmooth problems with applications in green communications. *Mathematical Programming,* Springer Berlin Heidelberg. Cited by 5. [ http ]

9. Facchinei, F., Kungurtsev, V., Lampariello, L., and Scutari, G. (2017). Ghost penalties in nonconvex constrained optimization: Diminishing step-sizes and iteration complexity. *arXiv preprint arXiv:1709.03384,* . Cited by 1. [ http ]

10. Mokhtari, A., Koppel, A., Scutari, G., and Ribeiro, A. (2017). Large-scale nonconvex stochastic optimization by doubly stochastic successive convex approximation. *University of Pennsylvania Technical Report,* . Cited by 3. [ http ]

11. Thomas, T., Koo, J., and Bagchi, S. (2017). Minerva: A reinforcement learning-based technique for optimal scheduling and bottleneck detection in distributed factory operations. *Other,* https://engineering.purdue.edu/dcsl/publications/papers/2017/final_minerva_comsnets18_cameraready.pdf. [ http ]

12. Cannelli, L., Facchinei, F., and Scutari, G. (2017). Multi-Agent asynchronous nonconvex large-scale optimization. *Other,* IEEE. Cited by 1. [ http ]

13. Lin, L., He, Z., Peeta, S., and Wen, X. (2017). Predicting Station-level Hourly Demands in a Large-scale Bike-sharing Network: A Graph Convolutional Neural Network Approach. *arXiv preprint arXiv:1712.04997,* . [ http ]

14. Liou, H., Hu, S., Peeta, S., Kim, Y. H., and Lee, C. (2017). Stochastic Network Vehicular Origin-Destination Demand Using Multi-Sensor Information Fusion Approaches. *Other,* School of Civil Engineering, Purdue University. [ http ]

15. Sakka, L., Sundararajah, K., and Kulkarni, M. (2017). TreeFuser: a framework for analyzing and fusing general recursive tree traversals. *Proceedings of the ACM on Programming Languages,* ACM. [ http ]

16. Hegde, N., Liu, J., Sundararajah, K., and Kulkarni, M. (2017). Treelogy: A benchmark suite for tree traversals. *Other,* IEEE. Cited by 2. [ http ]

17. Sha, Z., and Panchal, J. H. (2016). A Degree-Based Decision-Centric Model for Complex Networked Systems. *ASME 2016 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference,* American Society of Mechanical Engineers. [ http ]

18. Shen, D., Liu, X., and Lin, F. X. (2016). Characterizing emerging heterogeneous memory. *Other,* ACM. Cited by 8. [ http ]

19. Dachowicz, A., Chaduvula, S. C., Panchal, J. H., and Atallah, M. (2016). Confidentiality Management in Collaborative Design. *ASME 2016 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference,* American Society of Mechanical Engineers. Cited by 2. [ http ]

20. Benedyk, I. V., Peeta, S., Zheng, H., Guo, Y., and Iyer, A. V. (2016). Dynamic Model for System-Level Strategic Intermodal Facility Investment Planning. *Transportation Research Record: Journal of the Transportation Research Board,* Transportation Research Board of the National Academies. Cited by 4. [ http ]

21. Lu, C., Liu, J., Qu, Y., Peeta, S., Rouphail, N. M., and Zhou, X. (2016). Eco-system optimal time-dependent flow assignment in a congested network. *Transportation Research Part B: Methodological,* Pergamon. Cited by 11. [ http ]

22. Pandita, P., Bilionis, I., and Panchal, J. (2016). Extending Expected Improvement for High-Dimensional Stochastic Optimization of Expensive Black-Box Functions. *Journal of Mechanical Design,* American Society of Mechanical Engineers. Cited by 5. [ http ]

23. Miralinaghi, M., and Peeta, S. (2016). Multi-period equilibrium modeling planning framework for tradable credit schemes. *Transportation Research Part E: Logistics and Transportation Review,* Elsevier. Cited by 9. [ http ]

24. Li, Y., Jiang, X., Zhu, H., He, X., Peeta, S., Zheng, T., and Li, Y. (2016). Multiple measures-based chaotic time series for traffic flow prediction based on Bayesian theory. *Nonlinear Dynamics,* Springer. Cited by 10. [ http ]

25. Thekinen, J., and Panchal, J. H. (2016). Resource allocation in cloud-based design and manufacturing: A mechanism design approach. *Journal of Manufacturing Systems,* Elsevier. Cited by 3. [ http ]

26. Agrawal, S., Zheng, H., Peeta, S., and Kumar, A. (2016). Routing aspects of electric vehicle drivers and their effects on network performance. *Transportation Research Part D: Transport and Environment,* Elsevier. Cited by 9. [ http ]

27. Shergadwala, M., Kannan, K. N., and Panchal, J. H. (2016). Understanding the Impact of Expertise on Design Outcome: An Approach Based on Concept Inventories and Item Response Theory. *ASME 2016 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference,* American Society of Mechanical Engineers. Cited by 2. [ http ]

28. He, X., and Peeta, S. (2015). A Marginal Utility Day-to-day Traffic Evolution Model. *Transportation Research Board 94th Annual Meeting,* . Cited by 2. [ http ]

29. Sha, Z., Kannan, K. N., and Panchal, J. H. (2015). Behavioral experimentation and game theory in engineering systems design. *Journal of Mechanical Design,* American Society of Mechanical Engineers. Cited by 9. [ http ]

30. Li, H., Lu, X., Liu, X., Xie, T., Bian, K., Lin, F. X., Mei, Q., and Feng, F. (2015). Characterizing Smartphone Usage Patterns from Millions of Android Users. *Proceedings of the 2015 ACM Conference on Internet Measurement Conference,* ACM. Cited by 43. [ http ]

31. Hsu, Y., and Peeta, S. (2015). Clearance time estimation for incorporating evacuation risk in routing strategies for evacuation operations. *Networks and Spatial Economics,* Springer. Cited by 11. [ http ]

32. Avery, J., Guterriez, C., Almeshekah, M., Bagchi, S., and Spafford, E. H. (2015). Deception in computing: where and how it has been used. *Proceedings of the 16th Annual Information Security Symposium,* CERIAS-Purdue University. [ http ]

33. Laguna, I., Ahn, D. H., de Supinski, B. R., Bagchi, S., and Gamblin, T. (2015). Diagnosis of Performance Faults in Large-Scale MPI Applications via Probabilistic Progress-Dependence Inference. *IEEE Transactions on Parallel and Distributed Systems,* IEEE. Cited by 3. [ http ]

34. Taha, A. F., Qi, J., Wang, J., and Panchal, J. H. (2015). Dynamic State Estimation under Cyber Attacks: A Comparative Study of Kalman Filters and Observers. *arXiv preprint arXiv:1508.07252,* . Cited by 4. [ http ]

35. Daneshmand, A., Facchinei, F., Kungurtsev, V., and Scutari, G. (2015). Hybrid random/deterministic parallel algorithms for convex and nonconvex big data optimization. *IEEE Transactions on Signal Processing,* IEEE. Cited by 33. [ http ]

36. Grady, C. A., He, X., and Peeta, S. (2015). Integrating social network analysis with analytic network process for international development project selection. *Expert Systems with Applications,* Elsevier. Cited by 14. [ http ]

37. He, X., Zheng, H., and Peeta, S. (2015). Model and a solution algorithm for the dynamic resource allocation problem for large-scale transportation network evacuation. *Transportation Research Part C: Emerging Technologies,* Elsevier. Cited by 15. [ http ]

38. Kim, Y. H., Peeta, S., and He, X. (2015). Modeling the Spatiotemporal Propagation Characteristics of Information under Vehicle-to-Vehicle Communications. *Transportation Research Board 94th Annual Meeting,* . [ http ]

39. Zheng, H., and Peeta, S. (2015). Network design for personal rapid transit under transit-oriented development. *Transportation Research Part C: Emerging Technologies,* Elsevier. Cited by 13. [ http ]

40. Yan, Y., He, X., Hong, L., Ouyang, M., and Peeta, S. (2015). Pre-disaster Investment Model for Strengthening the Chinese Railway System Under Earthquakes. *Other,* . Cited by 1. [ http ]

41. Benedyk, I. V., Peeta, S., Zheng, H., Guo, Y., and Iyer, A. V. (2015). Risk Management in a Systems View of Intermodal Facility Investment Under Uncertainty in Freight Commodity Flow. *Dissertation,* . [ http ]

42. Taha, A. F., Qi, J., Wang, J., and Panchal, J. H. (2015). Risk mitigation for dynamic state estimation against cyber attacks and unknown inputs. *arXiv preprint arXiv:1508.07246,* . Cited by 18. [ http ]

43. Davendralingam, N., Sha, Z., Moolchandani, K., Maheshwari, A., Panchal, J. H., and DeLaurentis, D. A. (2015). Scientific Foundations for Systems Engineering: Challenges and Strategies. *ASME 2015 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference,* American Society of Mechanical Engineers. Cited by 4. [ http ]

44. Wang, J., He, X., and Peeta, S. (2015). Sensitivity analysis based approximation models for day-to-day link flow evolution process. *Transportation Research Part B: Methodological,* Elsevier. Cited by 6. [ http ]

45. Peeta, S., Liu, H., and He, X. (2015). Traffic Network Modeling. *Other,* Routledge Handbooks Online. Cited by 1. [ http ]

46. Weijiang, Y., Balakrishna, S., Liu, J., and Kulkarni, M. (2015). Tree dependence analysis. *ACM SIGPLAN Notices,* ACM. Cited by 6. [ http ]

47. Bi, Y., Shergadwala, M., Reid, T., and Panchal, J. H. (2015). Understanding the utilization of information stimuli in design decision making using eye gaze data. *ASME 2015 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference,* American Society of Mechanical Engineers. Cited by 4. [ http ]

48. Taha, A. F., Elmahdi, A., Panchal, J. H., and Sun, D. (2015). Unknown input observer design and analysis for networked control systems. *International Journal of Control,* Taylor \& Francis. Cited by 6. [ http ]

49. Hong, L., Ouyang, M., Peeta, S., He, X., and Yan, Y. (2015). Vulnerability assessment and mitigation for the Chinese railway system under floods. *Reliability Engineering \& System Safety,* Elsevier. Cited by 38. [ http ]

50. Hong, L., Ouyang, M., Peeta, S., Yan, Y., and He, X. (2015). Vulnerability Assessment and Reduction for the Chinese Railway System Under Floods. *Transportation Research Board 94th Annual Meeting,* . Cited by 1. [ http ]

51. Alvarado, A., Scutari, G., and Pang, J. (2014). A New Decomposition Method for Multiuser DC-Programming and its Applications. *Signal Processing, IEEE Transactions on,* IEEE. Cited by 49. [ http ]

52. Du, L., and Peeta, S. (2014). A stochastic optimization model to reduce expected post-disaster response time through pre-disaster investment decisions. *Networks and spatial economics,* Springer. Cited by 14. [ http ]

53. Kim, Y. H., Peeta, S., and He, X. (2014). An analytical model to characterize the spatiotemporal propagation of information under vehicle-to-vehicle communications. *17th International IEEE Conference on Intelligent Transportation Systems (ITSC),* IEEE. Cited by 11. [ http ]

54. Hsu, Y., and Peeta, S. (2014). Behavior-consistent information-based network traffic control for evacuation operations. *Transportation research part C: emerging technologies,* Elsevier. Cited by 11. [ http ]

55. Taha, A. F., and Panchal, J. H. (2014). Decision-making in energy systems with multiple technologies and uncertain preferences. *IEEE Transactions on Systems, Man, and Cybernetics: Systems,* IEEE. Cited by 7. [ http ]

56. Scutari, G., Facchinei, F., Song, P., Palomar, D. P., and Pang, J. (2014). Decomposition by partial linearization: Parallel optimization of multi-agent systems. *IEEE Transactions on Signal Processing,* IEEE. Cited by 148. [ http ]

57. He, X., and Peeta, S. (2014). Dynamic resource allocation problem for transportation network evacuation. *Networks and Spatial Economics,* Springer. Cited by 11. [ http ]

58. Vanem, E. (2014). E-Maritime services for communication with class and for enhanced safety, security and environmental protection in shipping. *International Journal for Traffic and Transport Engineering,* . Cited by 1. [ http ]

59. Sha, Z., and Panchal, J. H. (2014). Estimating linking preferences and behaviors of autonomous systems in the Internet using a discrete choice model. *2014 IEEE International Conference on Systems, Man, and Cybernetics (SMC),* IEEE. Cited by 8. [ http ]

60. Sha, Z., and Panchal, J. H. (2014). Estimating Local Decision-Making Behavior in Complex Evolutionary Systems. *Journal of Mechanical Design,* American Society of Mechanical Engineers. Cited by 12. [ http ]

61. Daneshmand, A., Facchinei, F., Kungurtsev, V., and Scutari, G. (2014). Flexible selective parallel algorithms for big data optimization. *2014 48th Asilomar Conference on Signals, Systems and Computers,* IEEE. Cited by 2. [ http ]

62. Kim, Y. H., and Peeta, S. (2014). Graph Theoretical Modeling for Dynamic Traffic Information Update Problem Under Vehicle-to-Vehicle Communications. *Transportation Research Board 93rd Annual Meeting,* . [ http ]

63. Song, D., He, X., Peeta, S., and Zhou, X. (2014). Integrated Deployment Architecture for Predictive Real-Time Traffic Routing Incorporating Human Factors Considerations. *Tech Report,* . Cited by 1. [ http ]

64. Peters, J. C., Kumar, A., Zheng, H., Agrawal, S., and Peeta, S. (2014). Integrated Framework to Capture the Interdependencies between Transportation and Energy Sectors due to Policy Decisions. *Nextrans Project,* . Cited by 2. [ http ]

65. Atzeni, I., Ordóñez, L. G., Scutari, G., Palomar, D. P., and Fonollosa, J. R. (2014). Non-cooperative Day-Ahead Bidding Strategies for Demand-Side Expected Cost Minimization with Real-Time Adjustments: A GNEP Approach. *IEEE Transactions on Signal Processing,* IEEE. Cited by 26. [ http ]

66. Facchinei, F., Pang, J., and Scutari, G. (2014). Non-cooperative games with minmax objectives. *Computational Optimization and Applications,* Springer. Cited by 2. [ http ]

67. Scutari, G., Facchinei, F., Lampariello, L., and Song, P. (2014). Parallel and distributed methods for nonconvex optimization. *2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP),* IEEE. Cited by 22. [ http ]

68. Scutari, G., Facchinei, F., Pang, J., and Palomar, D. P. (2014). Real and complex monotone communication games. *IEEE Transactions on Information Theory,* IEEE. Cited by 65. [ http ]

69. Hsu, Y., and Peeta, S. (2014). Risk-based spatial zone determination problem for stage-based evacuation operations. *Transportation research part C: emerging technologies,* Elsevier. Cited by 18. [ http ]

70. Wang, S., Bhandari, S., Atallah, M., Panchal, J. H., and Ramani, K. (2014). Secure collaboration in engineering systems design. *ASME 2014 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference,* American Society of Mechanical Engineers. Cited by 3. [ http ]

71. Hsu, Y., and Peeta, S. (2014). Using Behavior-Consistent Information-Based Control for Traffic Routing in Real-Time Evacuation Operations. *Transportation Research Board 93rd Annual Meeting,* . [ http ]

72. Hsu, Y., and Peeta, S. (2013). An aggregate approach to model evacuee behavior for no-notice evacuation operations. *Transportation,* Springer. Cited by 25. [ http ]

73. Atzeni, I., Ordónez, L. G., Scutari, G., Palomar, D. P., and Fonollosa, J. R. (2013). Cooperative day-ahead bidding strategies for demand-side expected cost minimization. *Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on,* IEEE. Cited by 5. [ http ]

74. Scutari, G., Facchinei, F., Song, P., Palomar, D. P., and Pang, J. (2013). Decomposition by partial linearization in multiuser systems. *2013 IEEE International Conference on Acoustics, Speech and Signal Processing,* IEEE. Cited by 4. [ http ]

75. Guan, Z., Melodia, T., and Scutari, G. (2013). Distributed queueing games in interference-limited wireless networks. *2013 IEEE International Conference on Communications (ICC),* IEEE. Cited by 10. [ http ]

76. Scutari, G., and Pang, J. (2013). Joint sensing and power allocation in nonconvex cognitive radio games: Nash equilibria and distributed algorithms. *IEEE Transactions on Information Theory,* IEEE. Cited by 39. [ http ]

77. Pang, J., and Scutari, G. (2013). Joint sensing and power allocation in nonconvex cognitive radio games: Quasi-Nash equilibria. *IEEE Transactions on Signal Processing,* IEEE. Cited by 44. [ http ]

78. Yang, Y., Rubio, F., Scutari, G., and Palomar, D. P. (2013). Multi-portfolio optimization: A potential game approach. *IEEE Transactions on Signal Processing,* IEEE. Cited by 13. [ http ]

79. Yang, Y., Scutari, G., and Palomar, D. P. (2013). Parallel stochastic decomposition algorithms for multi-agent systems. *2013 IEEE 14th Workshop on Signal Processing Advances in Wireless Communications (SPAWC),* IEEE. Cited by 16. [ http ]

80. Choi, S., Gutierrez, C., Lim, H., Bagchi, S., and Bertino, E. (2013). Secure and resilient proximity-based access control. *Proceedings of the 2013 international workshop on Data management \& analytics for healthcare,* ACM. Cited by 4. [ http ]

81. Sha, Z., and Panchal, J. H. (2013). Towards the design of complex evolving networks with high robustness and resilience. *Procedia Computer Science,* Elsevier. Cited by 13. [ http ]

82. Du, L., and Peeta, S. (2012). A Bi-level Stochastic Optimization Model to Enhance Transportation Network Survivability and Reduce Response Times Under Disasters. *Transportation Research Board 91st Annual Meeting,* . Cited by 4. [ http ]

83. Le, Q., and Panchal, J. H. (2012). Building smaller sized surrogate models of complex bipartite networks based on degree distributions. *IEEE Transactions on Systems, Man, and Cybernetics-Part A: Systems and Humans,* IEEE. Cited by 8. [ http ]

84. Rytsareva, I., Le, Q., Conner, E., Kalyanaraman, A., and Panchal, J. H. (2012). Evaluating Socio-Technical Coordination in Open-Source Communities: A Cluster-Based Approach. *ASME 2012 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference,* American Society of Mechanical Engineers. Cited by 1. [ http ]

85. Le, Q., and Panchal, J. H. (2012). Network-based analysis of the structure and evolution of an open source software product. *System Science (HICSS), 2012 45th Hawaii International Conference on,* IEEE. Cited by 3. [ http ]

86. Du, L., Sharma, A., and Peeta, S. (2012). Optimal advance detector location for green termination systems on high-speed isolated rural intersections. *Transportation Research Part B: Methodological,* Elsevier. Cited by 3. [ http ]

87. Zhang, P., and Peeta, S. (2011). A generalized modeling framework to analyze interdependencies among infrastructure systems. *Transportation Research Part B: Methodological,* Elsevier. Cited by 98. [ http ]

88. Zhang, P., and Peeta, S. (2011). A Multi-Period Dynamic Model for Analyzing the Infrastructure Interdependencies. *Transportation Research Board 90th Annual Meeting,* . [ http ]

89. Hsu, Y., and Peeta, S. (2011). Behavior Modeling for Information-Based No-Notice Evacuation. *Transportation Research Board 90th Annual Meeting,* . Cited by 1. [ http ]

90. Arshad, F. A., and Bagchi, S. (2011). Dangers and Joys of Stock Trading on the Web: Failure Characterization of a Three-Tier Web Service. *Reliable Distributed Systems (SRDS), 2011 30th IEEE Symposium on,* IEEE. Cited by 2. [ http ]

91. Zhou, X., Sharma, S., and Peeta, S. (2011). Development of a Mobile Probe-Based Traffic Data Fusion and Flow Management Platform for Innovative Public-Private Information-Based Partnerships. *USDOT Region V Regional University Transportation Center Final Report,* . Cited by 3. [ http ]

92. Peeta, S., Sharma, S., and Hsu, Y. (2011). Dynamic Real-Time Routing for Evacuation Response Planning and Execution. *Publication FHWA/IN/JTRP-2011/08,* Joint Transportation Research Program. Cited by 4. [ http ]

93. Panchal, J. H., and Messer, M. (2011). Extracting the structure of design information from collaborative tagging. *Journal of Computing and Information Science in Engineering,* American Society of Mechanical Engineers. Cited by 4. [ http ]

94. Sinha, A., Panchal, J. H., Allen, J. K., and Mistree, F. (2011). Managing uncertainty in multiscale systems via simulation model refinement. *ASME 2011 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference,* American Society of Mechanical Engineers. Cited by 3. [ http ]

95. Yang, Y., Rubio, F., Scutari, G., and Palomar, D. (2011). Multi-portfolio Optimization: A Potential Game Approach. *International Conference on Game Theory for Networks,* Springer Berlin Heidelberg. Cited by 1. [ http ]

96. Pang, J., and Scutari, G. (2011). Nonconvex games with side constraints. *SIAM Journal on Optimization,* SIAM. Cited by 33. [ http ]

97. Zhang, P., and Peeta, S. (2011). Static Equilibrium Analysis of the Infrastructure Interdependencies. *Transportation Research Board 90th Annual Meeting,* . [ http ]

98. Kulkarni, M., Pai, V., and Schuff, D. (2011). Towards architecture independent metrics for multicore performance analysis. *ACM SIGMETRICS Performance Evaluation Review,* ACM. Cited by 11. [ http ]

99. Sha, Z., Le, Q., and Panchal, J. H. (2011). Using SysML for conceptual representation of agent-based models. *ASME 2011 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference,* American Society of Mechanical Engineers. Cited by 5. [ http