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. 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]



3. 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]



4. Shigeru Imai, Pratik Patel, and Carlos A. Varela. Encyclopedia on Cloud Computing, chapter 50: Developing Elastic Software for the Cloud, pages 609-627. Wiley, 2016. Note: Invited book chapter. ISBN: 978-1-118-82197-8. Keyword(s): distributed computing, cloud computing, actor model. [Abstract] [bibtex-entry]

1. 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]



2. Shigeru Imai, Stacy Patterson, and Carlos A. Varela. Uncertainty-Aware Elastic Virtual Machine Scheduling for Stream Processing Systems. In 18th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid 2018), Washington, DC, May 2018. Keyword(s): distributed computing, cloud computing, stream processing. [Abstract] [bibtex-entry]



3. Shigeru Imai, Carlos A. Varela, and Stacy Patterson. A Performance Study of Geo-Distributed IoT Data Aggregation for Fog Computing. In 1st managed Fog-to-Cloud (mF2C) Workshop, Zurich, Switzerland, December 2018. Keyword(s): distributed computing, cloud computing. [Abstract] [bibtex-entry]



4. Shigeru Imai, Stacy Patterson, and Carlos A. Varela. Maximum Sustainable Throughput Prediction for Data Stream Processing over Public Clouds. In 17th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid 2017), Madrid, Spain, May 2017. Keyword(s): distributed computing, cloud computing, stream processing. [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, Thomas Chestna, and Carlos A. Varela. Accurate Resource Prediction for Hybrid IaaS Clouds Using Workload-Tailored Elastic Compute Units. In 6th IEEE/ACM International Conference on Utility and Cloud Computing (UCC 2013), Dresden, Germany, December 2013. Keyword(s): distributed computing, distributed systems, cloud computing. [Abstract] [bibtex-entry]



8. 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]



9. 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]



10. Shigeru Imai, Thomas Chestna, and Carlos A. Varela. Elastic Scalable Cloud Computing Using Application-Level Migration. In 5th IEEE/ACM International Conference on Utility and Cloud Computing (UCC 2012), Chicago, Illinois, USA, November 2012. Keyword(s): distributed computing, distributed systems, cloud computing. [Abstract] [bibtex-entry]



11. 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]



12. 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]



13. Shigeru Imai and Carlos A. Varela. Light-Weight Adaptive Task Offloading from Smartphones to Nearby Computational Resources. In Research in Applied Computation Symposium (RACS 2011), Miami, Florida, November 2011. Keyword(s): distributed computing, distributed systems. [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. Shigeru Imai, Stacy Patterson, and Carlos A. Varela. Cost-Efficient Elastic Stream Processing Using Application-Agnostic Performance Prediction. 16th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid 2016), May 2016. Note: Doctoral symposium paper (best doctoral symposium paper award). Keyword(s): distributed computing, cloud computing, stream processing. [Abstract] [bibtex-entry]



2. Shigeru Imai, Stacy Patterson, and Carlos A. Varela. Elastic Virtual Machine Scheduling for Continuous Air Traffic Optimization. 16th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid 2016), May 2016. Note: Short paper. Keyword(s): distributed computing, cloud computing, stream processing. [Abstract] [bibtex-entry]



3. Shigeru Imai, Stacy Patterson, and Carlos A. Varela. Cost-Efficient High-Performance Internet-Scale Data Analytics over Multi-Cloud Environments. 15th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid 2015), May 2015. Note: Doctoral symposium paper. Keyword(s): distributed computing, cloud computing. [Abstract] [bibtex-entry]



4. Shigeru Imai. Task Offloading between Smartphones and Distributed Computational Resources. Master's thesis, Rensselaer Polytechnic Institute, May 2012. Keyword(s): distributed computing, mobile computing, cloud computing. [Abstract] [bibtex-entry]

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