Selected Publications (Google Scholar profile)

Cloud Computing

1. Uncertainty-Aware Elastic Virtual Machine Scheduling for Stream Processing Systems
   Shigeru Imai, Stacy Paterson, and Carlos A. Varela. In 18th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid 2018), 2018.

2. Maximum Sustainable Throughput Prediction for Data Stream Processing over Public Clouds
   Shigeru Imai, Stacy Paterson, and Carlos A. Varela. In 17th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid 2017), 2017.

3. Cost-Efficient Elastic Stream Processing Using Application-Agnostic Performance Prediction
   Shigeru Imai, Stacy Paterson, and Carlos A. Varela. In 16th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid 2016): Doctoral Symposium, 2016. Best Doctoral Symposium Paper Award.

4. Accurate Resource Prediction for Hybrid IaaS Clouds Using Workload-Tailored Elastic Compute Units
   Shigeru Imai, Thomas Chestna, and Carlos A. Varela. In 6th IEEE/ACM International Conference on Utility and Cloud Computing (UCC 2013), 2013.

5. Elastic Scalable Cloud Computing Using Application-Level Migration
   Shigeru Imai, Thomas Chestna, and Carlos A. Varela. In 5th IEEE/ACM International Conference on Utility and Cloud Computing (UCC 2012), 2012.

Air Flight Safety

1. Airplane Flight Safety Using Error-Tolerant Data Stream Processing
   Shigeru Imai, Thomas Chestna, and Carlos A. Varela. IEEE Aerospace and Electronics Systems Magazine, 32(4):4-17, 2017.

2. Dynamic Data-Driven Learning for Self-Healing Avionics
   Shigeru Imai, Sida Chen, Wennan Zhu, and Carlos A. Varela. Cluster Computing, DOI, 2017.

3. Self-Healing Spatio-Temporal Data Streams Using Error Signatures
   Shigeru Imai, Richard Klockowski, and Carlos A. Varela. In 2nd International Conference on Big Data Science and Engineering (BDSE 2013), 2013.