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Shigeru Imai
Shigeru Imai
Data Scientist, ABEJA Inc.
Verified email at abejainc.com - Homepage
Title
Cited by
Cited by
Year
Airplane flight safety using error-tolerant data stream processing
S Imai, E Blasch, A Galli, W Zhu, F Lee, CA Varela
IEEE Aerospace and Electronic Systems Magazine 32 (4), 4-17, 2017
762017
Elastic scalable cloud computing using application-level migration
S Imai, T Chestna, CA Varela
2012 IEEE Fifth International Conference on Utility and Cloud Computing, 91-98, 2012
662012
Performance optimization for edge-cloud serverless platforms via dynamic task placement
A Das, S Imai, S Patterson, MP Wittie
2020 20th IEEE/ACM International Symposium on Cluster, Cloud and Internet …, 2020
562020
Maximum sustainable throughput prediction for data stream processing over public clouds
S Imai, S Patterson, CA Varela
2017 17th IEEE/ACM International Symposium on Cluster, Cloud and Grid …, 2017
362017
Accurate Resource Prediction for Hybrid IaaS Clouds Using Workload-Tailored Elastic Compute Units
S Imai, T Chestna, CA Varela
342013
Light-weight adaptive task offloading from smartphones to nearby computational resources
S Imai, CA Varela
Proceedings of the 2011 ACM symposium on research in applied computation …, 2011
272011
A programming model for spatio-temporal data streaming applications
S Imai, CA Varela
Procedia Computer Science 9, 1139-1148, 2012
242012
Uncertainty-aware elastic virtual machine scheduling for stream processing systems
S Imai, S Patterson, CA Varela
2018 18th IEEE/ACM International Symposium on Cluster, Cloud and Grid …, 2018
222018
Dynamic data-driven avionics systems: Inferring failure modes from data streams
S Imai, A Galli, CA Varela
Procedia computer science 51, 1665-1674, 2015
222015
Towards learning spatio-temporal data stream relationships for failure detection in avionics
S Chen, S Imai, W Zhu, CA Varela
Handbook of Dynamic Data Driven Applications Systems: Volume 1, 103-127, 2021
202021
Autonomous data error detection and recovery in streaming applications
R Klockowski, S Imai, CL Rice, CA Varela
Procedia Computer Science 18, 2036-2045, 2013
202013
Programming spatio-temporal data streaming applications with high-level specifications
S Imai, CA Varela
Proceedings of the Third ACM SIGSPATIAL International Workshop on Querying …, 2012
162012
Self-Healing Spatio-Temporal Data Streams Using Error Signatures
S Imai, R Klockowski, CA Varela
152013
Task Offloading between Smartphones and Distributed Computational Resources
S Imai
Rensselaer Polytechnic Institute, 2012
132012
Dynamic data-driven learning for self-healing avionics
S Imai, S Chen, W Zhu, CA Varela
Cluster Computing 22, 2187-2210, 2019
122019
A performance study of geo-distributed IoT data aggregation for fog computing
S Imai, CA Varela, S Patterson
2018 IEEE/ACM International Conference on Utility and Cloud Computing …, 2018
122018
Cost-Efficient High-Performance Internet-Scale Data Analytics over Multi-Cloud Environments
S Imai, S Patterson, CA Varela
Proceedings of the 2015 IEEE/ACM International Symposium on Cluster, Cloud …, 2015
122015
Cost-efficient elastic stream processing using application-agnostic performance prediction
S Imai, S Patterson, CA Varela
2016 16th IEEE/ACM International Symposium on Cluster, Cloud and Grid …, 2016
92016
Elastic virtual machine scheduling for continuous air traffic optimization
S Imai, S Patterson, CA Varela
2016 16th IEEE/ACM International Symposium on Cluster, Cloud and Grid …, 2016
82016
Self-healing data streams using multiple models of analytical redundancy
S Imai, F Hole, CA Varela
2019 IEEE/AIAA 38th Digital Avionics Systems Conference (DASC), 1-10, 2019
52019
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