1. Shigeru Imai. Elastic Cloud Computing for QoS-Aware Data Processing. PhD thesis, Rensselaer Polytechnic Institute, 2018. Keyword(s): distributed computing, cloud computing, cyber physical systems, data streaming. [Abstract] [bibtex-entry]

1. Sida Chen, Shigeru Imai, Wennan Zhu, and Carlos A. Varela. Towards Learning Spatio-Temporal Data Stream Relationships for Failure Detection in Avionics, pages 103-127. Springer International Publishing, Cham, 2022. ISBN: 978-3-030-74568-4. Keyword(s): programming languages, data streaming, cyber physical systems. [Abstract] [bibtex-entry]



2. Saswata Paul, Fotis Kopsaftopoulos, Stacy Patterson, and Carlos A. Varela. Towards Formal Correctness Envelopes for Dynamic Data-Driven Aerospace Systems. In Frederica Darema and Erik Blasch, editors, Handbook of Dynamic Data-Driven Application Systems. Springer, 2020. Note: Preprint. To appear. Keyword(s): dddas, data streaming, cyber physical systems, distributed computing, formal verification, air traffic management. [Abstract] [bibtex-entry]



3. Shigeru Imai, Erik Blasch, Alessandro Galli, Wennan Zhu, Frederick Lee, and Carlos A. Varela. Airplane Flight Safety Using Error-Tolerant Data Stream Processing. IEEE Aerospace and Electronics Systems Magazine, 32(4):4-17, 2017. Keyword(s): programming languages, cyber physical systems, data streaming. [Abstract] [bibtex-entry]



4. Shigeru Imai, Sida Chen, Wennan Zhu, and Carlos A. Varela. Dynamic Data-Driven Learning for Self-Healing Avionics. Cluster Computing, November 2017. ISSN: 1573-7543. Keyword(s): programming languages, cyber physical systems, data streaming. [Abstract] [bibtex-entry]

1. E. Blasch, J. D. Ashdown, C. A. Varela, F. Kopsaftopoulos, and R. H. Newkirk. Dynamic Data Driven Analytics for Multi-domain Environments. In Next-Generation Sensor Systems and Applications Track at 2019 SPIE Defense + Commercial Sensing Conference, Baltimore, MD, April 2019. Keyword(s): data streaming, dddas, cyber physical systems. [Abstract] [bibtex-entry]



2. Shigeru Imai, Frederick Hole, and Carlos A. Varela. Self-Healing Data Streams Using Multiple Models of Analytical Redundancy. In The 38th AIAA/IEEE Digital Avionics Systems Conference (DASC 2019), San Diego, CA, September 2019. Keyword(s): pilots, data streaming, dddas, cyber physical systems. [Abstract] [bibtex-entry]



3. Saswata Paul, Frederick Hole, Alexandra Zytek, and Carlos A. Varela. Wind-Aware Trajectory Planning For Fixed-Wing Aircraft in Loss of Thrust Emergencies. In The 37th AIAA/IEEE Digital Avionics Systems Conference (DASC 2018), London, England, pages 558-567, September 2018. Keyword(s): dddas, data streaming, cyber physical systems, trajectory generation. [Abstract] [bibtex-entry]



4. Saswata Paul, Frederick Hole, Alexandra Zytek, and Carlos A. Varela. Flight Trajectory Planning for Fixed Wing Aircraft in Loss of Thrust Emergencies. In Dynamic Data-Driven Application Systems (InfoSymbiotics/DDDAS 2017), Cambridge, MA, August 2017. Keyword(s): dddas, cyber physical systems, data streaming, trajectory generation. [Abstract] [bibtex-entry]



5. Sida Chen, Shigeru Imai, Wennan Zhu, and Carlos A. Varela. Towards Learning Spatio-Temporal Data Stream Relationships for Failure Detection in Avionics. In Dynamic Data-Driven Application Systems (DDDAS 2016), Hartford, CT, August 2016. Note: Appears in Handbook of Dynamic Data-Driven Application Systems. Keyword(s): programming languages, cyber physical systems, data streaming. [Abstract] [bibtex-entry]



6. Shigeru Imai, Alessandro Galli, and Carlos A. Varela. Dynamic Data-Driven Avionics Systems: Inferring Failure Modes from Data Streams. In Dynamic Data-Driven Application Systems (DDDAS 2015), Reykjavik, Iceland, June 2015. Keyword(s): programming languages, data streaming, cyber physical systems. [Abstract] [bibtex-entry]



7. Shigeru Imai, Richard Klockowski, and Carlos A. Varela. Self-Healing Spatio-Temporal Data Streams Using Error Signatures. In 2nd International Conference on Big Data Science and Engineering (BDSE 2013), Sydney, Australia, December 2013. Keyword(s): programming languages, data streaming, cyber physical systems. [Abstract] [bibtex-entry]



8. Richard S. Klockowski, Shigeru Imai, Colin Rice, and Carlos A. Varela. Autonomous Data Error Detection and Recovery in Streaming Applications. In Proceedings of the International Conference on Computational Science (ICCS 2013). Dynamic Data-Driven Application Systems (DDDAS 2013) Workshop, pages 2036-2045, May 2013. Keyword(s): programming languages, data streaming, cyber physical systems. [Abstract] [bibtex-entry]



9. Shigeru Imai and Carlos A. Varela. A Programming Model for Spatio-Temporal Data Streaming Applications. In Dynamic Data-Driven Application Systems (DDDAS 2012), Omaha, Nebraska, pages 1139-1148, June 2012. Keyword(s): programming languages, cyber physical systems, data streaming. [Abstract] [bibtex-entry]



10. Shigeru Imai and Carlos A. Varela. Programming Spatio-Temporal Data Streaming Applications with High-Level Specifications. In 3rd ACM SIGSPATIAL International Workshop on Querying and Mining Uncertain Spatio-Temporal Data (QUeST) 2012, Redondo Beach, California, USA, November 2012. Keyword(s): programming languages, cyber physical systems, data streaming. [Abstract] [bibtex-entry]

1. Shigeru Imai, Stacy Patterson, and Carlos A. Varela. Maximum Sustainable Throughput Prediction for Large-Scale Data Streaming Systems. Technical report, Rensselaer Polytechnic Institute Department of Computer Science, November 2017. Keyword(s): distributed computing, cloud computing, stream processing. [Abstract] [bibtex-entry]

1. Saswata Paul. Emergency Trajectory Generation for Fixed-Wing Aircraft. Master's thesis, Rensselaer Polytechnic Institute, December 2018. Keyword(s): dddas, data streaming, cyber physical systems, trajectory generation. [Abstract] [bibtex-entry]



2. Stacy Patterson and Carlos A. Varela. Steering Complex Systems using a Dynamic, Data-Driven Modeling Approach. Streaming Technology Requirements, Application and Middleware (STREAM2016), March 2016. Keyword(s): programming languages, cyber physical systems, data streaming. [Abstract] [bibtex-entry]



3. Carlos A Varela. Dynamic Data Driven Avionics Systems. Streaming Technology Requirements, Application and Middleware (STREAM2015), October 2015. Keyword(s): programming languages, cyber physical systems, data streaming. [Abstract] [bibtex-entry]

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