Mu Qiao 
contact information
Research Group Leader, Master Inventor, Member of IBM Academy of Technology, IBM Quantum AmbassadorAlmaden Research Center, San Jose, CA, USA +1
4089271744
4089271744 links
2022
Learning to transform sensitive data with variable distribution preservation
Arjun Natarajan, Ashish Kundu, Roger Raphael, Aniya Aggarwal, Rajesh Desai, Joshua F. Payne, Mu Qiao
US Patent App. 17/211,191
Arjun Natarajan, Ashish Kundu, Roger Raphael, Aniya Aggarwal, Rajesh Desai, Joshua F. Payne, Mu Qiao
US Patent App. 17/211,191
2021
Presenting thought-provoking questions and answers in response to misinformation
Nick Linck, Mu Qiao, Yuya J. Ong, Marisa A. Vasconcelos, Claudio S. Pinhanez, Rogerio de Paula,
US Patent App. 17/184,668
Nick Linck, Mu Qiao, Yuya J. Ong, Marisa A. Vasconcelos, Claudio S. Pinhanez, Rogerio de Paula,
US Patent App. 17/184,668
Personalized alert generation based on information dissemination
Marisa A. Vasconcelos, Mu Qiao, Nick Linck, Yuya J. Ong, Claudio S. Pinhanez, Rogerio de Paula,
US Patent App. 17/211191
Marisa A. Vasconcelos, Mu Qiao, Nick Linck, Yuya J. Ong, Claudio S. Pinhanez, Rogerio de Paula,
US Patent App. 17/211191
Semantic data type classification in rectangular datasets
Mu Qiao, Roger Raphael, Scott Schumacher, Angineh Aghakiant,
US Patent 11,556,514
Mu Qiao, Roger Raphael, Scott Schumacher, Angineh Aghakiant,
US Patent 11,556,514
Prediction of a data protection activity time for a backup environment
Mikael Lindstrom, Mu Qiao, Daniela Trevisan, Alex R. Martin,
US Patent 11,521,082
Mikael Lindstrom, Mu Qiao, Daniela Trevisan, Alex R. Martin,
US Patent 11,521,082
2020
Detection of sensitive personal information in a storage device
Roger Raphael, Rajesh Desai, Mu Qiao, Ramani Routray,
US Patent 11,308,235
Roger Raphael, Rajesh Desai, Mu Qiao, Ramani Routray,
US Patent 11,308,235
Integrating simulated and real-world data to improve machine learning models
German H. Flores, Mu Qiao, Divyesh Jadav,
US Patent App. 16/743417
German H. Flores, Mu Qiao, Divyesh Jadav,
US Patent App. 16/743417
Active imitation learning in high dimensional continuous environments
Mu Qiao, Dylan Fitzpatrick, Divyesh Jadav,
US Patent 11,410,030
Mu Qiao, Dylan Fitzpatrick, Divyesh Jadav,
US Patent 11,410,030
Data breach detection
Mu Qiao, Preethi Anantharaman, Eric Butler, Divyesh Jadav, Nikolaos Anerousis,
US Patent 11,562,065
Mu Qiao, Preethi Anantharaman, Eric Butler, Divyesh Jadav, Nikolaos Anerousis,
US Patent 11,562,065
Data center including cognitive agents and related methods
Luis Bathen, Simon-Pierre Genot, Mu Qiao, Ramani Routray,
US Patent 11,204,761
Luis Bathen, Simon-Pierre Genot, Mu Qiao, Ramani Routray,
US Patent 11,204,761
Cognitive assistant for aiding expert decision
Mu Qiao, Dylan Fitzpatrick, Divyesh Jadav,
US Patent 11,373,758
Mu Qiao, Dylan Fitzpatrick, Divyesh Jadav,
US Patent 11,373,758
2019
Hybrid and hierarchical outlier detection system and method for large scale data protection
Mu Qiao, Ramani R. Routray, Quan Zhang,
US Patent 11,016,834
Mu Qiao, Ramani R. Routray, Quan Zhang,
US Patent 11,016,834
Anomaly detection in multidimensional time series data
Mu Qiao, Simon-Pierre Genot, Ramani R. Routray, Luis Bathen,
US Patent 11,157,782
Mu Qiao, Simon-Pierre Genot, Ramani R. Routray, Luis Bathen,
US Patent 11,157,782
Performing multivariate time series prediction with three-dimensional transformations
Mu Qiao, Yuya J. Ong, Divyesh Jadav,
US Patent App. 16/510712
Mu Qiao, Yuya J. Ong, Divyesh Jadav,
US Patent App. 16/510712
Diagnosis of Neural Network
Peifeng Yin, Mu Qiao, Sunhwan Lee, Shun Jiang, Heiko H. Ludwig, Hogun Park, Shubhi Asthana,
US Patent 11,341,394
Peifeng Yin, Mu Qiao, Sunhwan Lee, Shun Jiang, Heiko H. Ludwig, Hogun Park, Shubhi Asthana,
US Patent 11,341,394
2018
Optimization of model generation in deep learning neural networks using smarter gradient descent calibration
Mu Qiao, Ramani R. Routray, Abhinandan K. Ramesh, Abu-Assal Claire,
US Patent 11,120,333
Mu Qiao, Ramani R. Routray, Abhinandan K. Ramesh, Abu-Assal Claire,
US Patent 11,120,333
Decentralized change management based on peer devices using a blockchain
Mu Qiao, Luis Bathen, Ramani R Routray, Gabor Madl,
US Patent 10,992,549
Mu Qiao, Luis Bathen, Ramani R Routray, Gabor Madl,
US Patent 10,992,549
Identifying cable ends using augmented reality
Rakesh Jain, Ramani Routray, Mu Qiao,
US Patent 10,885,338
Rakesh Jain, Ramani Routray, Mu Qiao,
US Patent 10,885,338
Context aware sensitive information detection
Mu Qiao, Yuya J. Ong, Ramani R. Routray, Roger Raphael,
US Patent 10,984,316
Mu Qiao, Yuya J. Ong, Ramani R. Routray, Roger Raphael,
US Patent 10,984,316
Adaptive on-device storage management across multiple applications
Sunhwan Lee, Mu Qiao, Ramani R. Routray, Divyesh Jadav, Rakesh Jain, Luis Bathen,
US Patent 10,949,569
Sunhwan Lee, Mu Qiao, Ramani R. Routray, Divyesh Jadav, Rakesh Jain, Luis Bathen,
US Patent 10,949,569
Optimized orchestration of complex application-migration projects based on data sensitivity
Mu Qiao, Sunhwan Lee, Ramani R. Routray, John J. Auvenshine, Bernhard J. Klingenberg, James E. Olson,
US Patent 10,929,369
Mu Qiao, Sunhwan Lee, Ramani R. Routray, John J. Auvenshine, Bernhard J. Klingenberg, James E. Olson,
US Patent 10,929,369
Decentralized immutable storage blockchain configuration
Luis Bathen, Gabor Madl, Mu Qiao, Ramani R. Routray,
US Patent 10,887,389
Luis Bathen, Gabor Madl, Mu Qiao, Ramani R. Routray,
US Patent 10,887,389
Adaptive, imitative navigational assistance
Mu Qiao, Dylan Fitzpatrick, Divyesh Jadav,
US Patent 10,996,069
Mu Qiao, Dylan Fitzpatrick, Divyesh Jadav,
US Patent 10,996,069
Assigning storage locations based on a graph structure of a workload
Sunhwan Lee, Mu Qiao, Ramani R. Routray, John J. Auvenshine, James E. Olson, Stanley C. Wood,
US Patent 10,936,439
Sunhwan Lee, Mu Qiao, Ramani R. Routray, John J. Auvenshine, James E. Olson, Stanley C. Wood,
US Patent 10,936,439
Diagnosis of data center incidents with augmented reality and cognitive analytics
Mu Qiao, Rakesh Jain, Ramani R. Routray,
US Patent 10,831,588
Mu Qiao, Rakesh Jain, Ramani R. Routray,
US Patent 10,831,588
2017
Cognitive quality of service monitoring
Obinna B Anya, Mu Qiao, Heiko H. Ludwig, Nagapramod S. Mandagere, Mohamed Mohamed, Ramani R. Routray, Samir Tata
US Patent 11,057,284
Obinna B Anya, Mu Qiao, Heiko H. Ludwig, Nagapramod S. Mandagere, Mohamed Mohamed, Ramani R. Routray, Samir Tata
US Patent 11,057,284
Decentralized automated software updates via blockchain
Luis Bathen, Ramani R. Routray, Mu Qiao, Gabor Madl,
US Patent 10,698,675
Luis Bathen, Ramani R. Routray, Mu Qiao, Gabor Madl,
US Patent 10,698,675
Detection of sensitive personal information in a storage device
Roger Raphael, Rajesh Desai, Mu Qiao, Ramani Routray,
US Patent 10,671,756
Roger Raphael, Rajesh Desai, Mu Qiao, Ramani Routray,
US Patent 10,671,756
Detection of sensitive personal information in a storage device
Roger Raphael, Rajesh Desai, Mu Qiao, Ramani Routray,
US Patent 10,671,754
Roger Raphael, Rajesh Desai, Mu Qiao, Ramani Routray,
US Patent 10,671,754
Identifying and correcting suboptimal storage-reclamation processes
Mu Qiao, Ramani R. Routray, Alan C. Skinner, Stanley C. Wood, James E. Olson,
US Patent 10,545,846
Mu Qiao, Ramani R. Routray, Alan C. Skinner, Stanley C. Wood, James E. Olson,
US Patent 10,545,846
Decentralized change management based on peer devices using a blockchain
Mu Qiao, Luis Bathen, Ramani R Routray, Gabor Madl,
US Patent 10,541,886
Mu Qiao, Luis Bathen, Ramani R Routray, Gabor Madl,
US Patent 10,541,886
2016
Workload-aware storage-location system
Mu Qiao, Rakesh Jain, Ramani R. Routray, John J. Auvenshine, James E. Olson, Stanley C. Wood,
US Patent 10,754,551
Mu Qiao, Rakesh Jain, Ramani R. Routray, John J. Auvenshine, James E. Olson, Stanley C. Wood,
US Patent 10,754,551
Decentralized immutable storage blockchain configuration
Luis Bathen, Gabor Madl, Mu Qiao, Ramani R. Routray,
US Patent 10,554,746
Luis Bathen, Gabor Madl, Mu Qiao, Ramani R. Routray,
US Patent 10,554,746
Optimized orchestration of data-migration projects with soft migration costs based on file-specific migration feasibilities
Mu Qiao, Sunhwan Lee, Ramani R. Routray, John J. Auvenshine, Bernhard J. Klingenberg, James E. Olson,
US Patent 10,423,598
Mu Qiao, Sunhwan Lee, Ramani R. Routray, John J. Auvenshine, Bernhard J. Klingenberg, James E. Olson,
US Patent 10,423,598
Hybrid and hierarchical outlier detection system and method for large scale data protection
Mu Qiao, Ramani R. Routray, Quan Zhang,
US Patent 10,338,982
Mu Qiao, Ramani R. Routray, Quan Zhang,
US Patent 10,338,982
Workload-aware thin-provisioning storage-allocation system
Mu Qiao, Rakesh Jain, Ramani R. Routray, John J. Auvenshine, James E. Olson, Stanley C. Wood,
US Patent 10,248,320
Mu Qiao, Rakesh Jain, Ramani R. Routray, John J. Auvenshine, James E. Olson, Stanley C. Wood,
US Patent 10,248,320
Estimating file level input/output operations per second (iops)
Sunhwan Lee, Ramani R Routray, Mu Qiao, Bernhard J. Klingenberg,
US Patent 10,032,115
Sunhwan Lee, Ramani R Routray, Mu Qiao, Bernhard J. Klingenberg,
US Patent 10,032,115
Assigning storage locations based on a graph structure of a workload
Sunhwan Lee, Mu Qiao, Ramani R. Routray, John J. Auvenshine, James E. Olson, Stanley C. Wood,
US Patent 10,007,580
Sunhwan Lee, Mu Qiao, Ramani R. Routray, John J. Auvenshine, James E. Olson, Stanley C. Wood,
US Patent 10,007,580
Low-cost storage-allocation system
Mu Qiao, Rakesh Jain, Ramani R. Routray, John J. Auvenshine, James E. Olson, Stanley C. Wood,
US Patent 10,318,160
Mu Qiao, Rakesh Jain, Ramani R. Routray, John J. Auvenshine, James E. Olson, Stanley C. Wood,
US Patent 10,318,160
Disaster recovery as a service using virtualization technique
Yang Song, Rakesh Jain, Ramani R. Routray, Mu Qiao,
US Patent 10,169,174
Yang Song, Rakesh Jain, Ramani R. Routray, Mu Qiao,
US Patent 10,169,174
2015
Generating efficient sampling strategoy processing for business data relevance classification
Mu Qiao, Ramani R Routray, Sunhwan Lee, Sushama Karumanchi,
US Patent App. 14/943,915
Mu Qiao, Ramani R Routray, Sunhwan Lee, Sushama Karumanchi,
US Patent App. 14/943,915
Document-based requirement identification and extraction
Hamid R Motahari-Nezhad, Hyun-woo Kim, Taiga Nakamura, Mu Qiao,
US Patent 10,282,468
Hamid R Motahari-Nezhad, Hyun-woo Kim, Taiga Nakamura, Mu Qiao,
US Patent 10,282,468
Predicting cloud enablement from storage and data metrics harnessed from across stack
Sunhwan Lee, Sushama Karumanchi, Mu Qiao, Ramani R. Routray,
US Patent 11,070,617
Sunhwan Lee, Sushama Karumanchi, Mu Qiao, Ramani R. Routray,
US Patent 11,070,617
2014
Edge access control in querying facts stored in graph databases
Debdoot Mukherjee, Mu Qiao, Taiga Nakamura, Rama Akkiraju, Ray Strong,
US Patent 9,940,472
Debdoot Mukherjee, Mu Qiao, Taiga Nakamura, Rama Akkiraju, Ray Strong,
US Patent 9,940,472
2012
Business process transformation recommendation generation
Rama Akkiraju, Mu Qiao, Aubrey J. Rembert,
US Patent App. 13/596,862
Rama Akkiraju, Mu Qiao, Aubrey J. Rembert,
US Patent App. 13/596,862
On-site composition and aesthetics feedback through exemplars for photographers
James Z. Wang, Jia Li, Mu Qiao, Lei Yao, Poonam Suryanarayan,
US Patent 8,781,175
James Z. Wang, Jia Li, Mu Qiao, Lei Yao, Poonam Suryanarayan,
US Patent 8,781,175