Minkyong Kim

minkyong@gmail.com  ·  LinkedIn
Minkyong Kim

About

I am an Engineering Director at Roblox, where I lead the Privacy Engineering team.

Previously, I was an Engineering Director in Apple’s AI/ML organization, leading Siri for Personal Devices (2021–2024). Before joining Apple, I served as Vice President at Samsung Electronics (2016–2021), where I oversaw AI/ML development across consumer electronics, including Bixby Voice for home appliances, multi-device voice experiences, and AI vision systems for Family Hub refrigerators. Earlier in my career, I was a Research Scientist at the IBM T.J. Watson Research Center (2006–2016), focusing on virtual machines and cloud computing.

I hold a B.S. and M.S. in Computer Science and Engineering from Seoul National University and a Ph.D. in Computer Science and Engineering from the University of Michigan, followed by postdoctoral research at Dartmouth College.

Projects

Samsung

Bixby Voice for Smart Home Appliances and IoT

"Bixby Creates a Customized Home Experience for Everyday Life"
May 17, 2018 [news]
Samsung installed Bixby in the 2018 Family Hub, the company's smart refrigerator ... it recognizes individual voices, so everyone gets the information they need.

Family Hub 2.0

"Samsung Electronics Unveils Family Hub 2.0 and Smart Built-in Appliances at CES 2017"
Jan 3, 2017 [news]
After just one year of availability, Family Hub has transformed the concept of the connected kitchen by enabling users to order and manage grocery shopping, connect with family and friends, and access entertainment right from the comfort of their kitchen ... For example, users can determine which food items need to be replenished through the internal View Inside cameras. Images of those items can then be added to the shopping list feature, and conveniently ordered through the Groceries by MasterCard app.

HomeCare Wizard

"HomeCare Wizard, Enabling Smart Appliances to Diagnose Themselves"
January 26, 2018 [news]
The unique AI-based service solution, available on Samsung's 2018 smart home appliances, essentially enables devices to diagnose themselves for not only system errors, but to enhance efficiency and to help users use their appliances better ... just imagine if a refrigerator starts to provide less cooling than usual. HomeCare Wizard will immediately detect and provide an alert that something is off, as well as diagnose the cause of the problem without requiring the visit of a technician.

IoT Ecosystem Integration

"The Open Connectivity Foundation Introduces World's First International Standard for Smart Home"
Jan 3, 2020 [news]
... products from BSC Computer GmbH, COMMAX, Haier, LG Electronics, Resideo, Samsung Electronics and SURE Universal will be showcased in completely interoperable smart home demonstrations at the OCF IoT Breakthrough press event ... the OCF Universal Cloud Interface can resolve the current IoT market fragmentation and thus build the unified IoT ecosystem.

Samsung Global AI Centers

Head of Global AI Coordination Office (GCO)
SAIC-Toronto: "Vision is About Understanding the World" — Oct 4, 2019 [news]
Mainly focused on developing the visual understanding capabilities that allow a Samsung device to understand the world in which it's situated ... working on multi-modal interactions, which are user-machine interactions that encapsulate vision, language and knowledge.
SAIC-Cambridge: "On-device AI Breathes Life into IoT" — Oct 11, 2019 [news]
On-device AI realizes AI functions by processing AI algorithms on the device itself, without necessarily connecting to the cloud, and that is advantageous for privacy.

Next-Generation Service Platform

Hybrid service platform with Edge and Cloud.

IBM

Service Automation

I have been working on analytics to improve service automation for IBM Technical Support Services (TSS). I received "2015 IBM Technical Accomplishment" for this project.

IBM Bluemix: Platform as a Service on Cloud (PaaS)

I have been working on infrastructure management and monitoring for Bluemix. I'm also working on providing various services (e.g., BigInsights Hadoop) on Bluemix. I gave a guest lecture at Carnegie Mellon University (CMU) on "IBM Bluemix Architecture" (April 22, 2015). I hosted a tutorial on "IBM Bluemix" at IEEE International Conference on Cloud Computing (IEEE Cloud) (June 27 - July 2, 2015). I also hosted a hands-on session at IBM Pulse (February 23-26, 2014).

Analytics Platform for Cloud

I'm working on designing and developing IBM Cloud Analytics Application Services (ICCAS) for enterprise customers (2014-2015). I created an offering of BigInsights Hadoop as a Service and also added dynamic cluster resource management capabilities. In addition to BigInsights Hadoop, I also created an offering of Hortonworks. These on-demand services are managed using IBM Platform Cluster Manager Advanced Edition (PCMAE) on SoftLayer. (Paper: Computing Frontiers 2015)

Big Data Analytics

I'm leading a project on big data analytics for retail industry. By analyzing fashion data, our system can make outfit recommendations and fashion trend forecasting.

Open Collaboration Research

[2013-2014]: I'm collaborating with Prof. Brian Noble at the University of Michigan, under IBM's OCR program, focusing on cloud data center management. (Paper: W-PSDS 2014)

Cloud Management

[2011-2013]: In 2011, I was involved in benchmarking various approaches for managing virtual machine (VM) images. (See Middleware2012.) In 2012, I led Cloud Benchmarking project, with focus on IaaS. The goal was to benchmark various cloud management systems, including OpenStack. As the project lead, I played the major role in identifying the key metrics, designing the experiments and analyzing the results. I presented the finding to IBM executives, and was invited to OpenStack Grizzly Summit 2012 to present the results to the broader community. The project successfully provided the guidance for IBM and OpenStack communities for possible future releases of cloud management systems. In 2013, I led the benchmarking of PaaS layer. The results were used to develop the performance models of various cloud applications.

Besides the cloud benchmarking efforts, I was also involved in the study of similarity among VM images. (See Middleware 2011.) Based on the understanding of VM images, I led the design and development of a p2p-based VM image distribution system for cloud. (See INFOCOM 2012.)

Software License Discovery for Cloud

[2011-2012]: I led the software license discovery project. I designed and developed a new software license technology capable of addressing major limitations with license entitlement tracking in the cloud. (See ICSOC 2012.)

QoS-aware Messaging

I worked in the Responsive, Reliable and Real-Time (R3) Messaging project. This involved designing and building a messaging middleware to deliver messages in wide-area networks while meeting QoS requirements. There have been a lot of news coverages on this project. the New York Times, Wall Street Journal, and CNN. (See Middleware 2010, Middleware 2009 and ICSOC 2009 papers for details.)

Scalable Services for Cloud

I led the team of researchers to develop a scalable queueing service for cloud. Together we developed a scalable queueing service using a DHT overlay. I also worked on experimenting different consistency levels for a scalable cloud-based queueing service. (See ICSOC 2010.) I was also involved in designing and developing a scalable publish/subscribe system, built on top of Cassandra. (See IPDPS 2011.)

Stream Processing

I worked on the Distillery project, designing the distributed version of the System S Stream Computing System. I also worked on enhancing high availability of the system. (See Middleware 2009.) I was also involved in experimenting multipath for real-time streaming applications. (See ICNP 2009.)

Academia

Mobility Models and Characterization

Developing mobility models is challenging. To simulate mobile users (especially for testing wireless networks), it is important to have a realistic mobility model. The commonly-used random waypoint model doesn't reflect real user mobility. Based on the traces collected at Dartmouth College, I developed a realistic model focusing on the arrival and departure rates of hotspots. (See INFOCOM 2006.) I was also involved in developing another model, based on the transition probabilities (at buildings and intersections) extracted from the traces. (See MobiSys 2006.)

I also worked on discovering mobility patterns by studying real user traces. I worked on a large data set to discover interesting mobility patterns. I had fun applying Fourier transform and playing with MATLAB. (See PUC 2007, WiTMeMo 2005.)

Localization

I'm generally interested in location sensing and discovery technologies. I looked into the accuracy of the AP locations discovered through war driving or war walking. (See Pervasive 2006.)

Distributed File Systems

I worked on designing and developing a distributed file system for wide-area networks. The focus was to help mobile users to access remote files fast when they are traveling. (See FAST 2002 and NetStore 1999.)

Mobile Network Estimation

I worked on estimating bandwidth and latency in wireless networks. It is always interesting to adapt existing techniques (such as the Kalman filter) and find how well they address the new problems. (See MobiCom 2001)

Activities

Keynotes and Invited Talks

  1. Invited Talk — "IoT, Cloud and AI Integration"
    HSN 2019, Jeju Island, January 16-18, 2019
  2. Invited Talk — "AI and Cloud for Smart Appliances"
    Samsung Developer Conference (SDC 2018), San Francisco, CA, November 7-8, 2018
  3. Lecture — "How Cloud and AI are Shaping the IoT"
    KAIST EE Colloquium Lecture Series, October 25, 2018
  4. Invited Talk — "Cloud for Home IoT and AI Solutions"
    Digital Communication Conference 2018 (inews24), Seoul, October 25, 2018
  5. Lecture — "Internet of Things"
    Sookmyung Women's University, November 2, 2017
  6. Invited Talk — "Convergence of IoT and Cloud Computing Made Intelligent Home a Reality"
    ICTC 2017, Jeju Island Korea, October 18-20, 2017
  7. Keynote — "AI and Smart Appliances"
    Samsung Global AI Forum, New York, September 22, 2017
  8. Lecture — "Cloud for Consumer Electronics"
    Seoul National University, June 28, 2017
  9. Invited Talk — "IoT, Smart Appliances and Smart Home: Ready for Prime Time?"
    MobiSys 2017, Niagara Falls, NY, USA, June 19-23, 2017
  10. Keynote — "Tizen: Platform for Voice" [speakers, slides]
    Tizen Developer Conference 2017, San Francisco, CA, May 16-17, 2017
  11. Lecture — "Cloud and Smart Appliances"
    Seoul National University, March 20, 2017

General/Program/Publicity Chair

Technical Program Committee

Publication

Conference/Workshop Publications

  1. Facilitating Integration of IoT Ecosystems via Universal Cloud Interface
    Taesoo Jun, Minkyong Kim, Jeesun Kim, Deokjin Kim, Kwanghyuk Kim, Dayeon Kang
    IEEE Consumer Communications and Networking Conference (CCNC), Virtual, January 9-12, 2021.
  2. Proceedings of the 17th Annual International Conference on Mobile Systems, Applications, and Services
    Junehwa Song, Minkyong Kim, Nicholas D. Lane, Rajesh Krishna Balan, Fahim Kawsar, Yunxin Liu
    MobiSys 2019, Seoul, Republic of Korea, June 17-21, 2019. ACM 2019, ISBN 978-1-4503-6661-8.
  3. Proceedings of the 19th International Workshop on Mobile Computing Systems & Applications
    Minkyong Kim, Aruna Balasubramanian
    HotMobile 2018, Tempe, AZ, USA, February 12-13, 2018. ACM 2018.
  4. Towards Building an Analytics Platform in the Cloud
    Valentina Salapura, Kirk Beaty, Alan Bivens, Minkyong Kim, and Min Li
    Workshop on Analytics Platforms for the Cloud, in conjunction with ACM International Conference on Computing Frontiers 2015, Ischia, Italy, May 18 2015.
  5. Declared Causality in Wide-Area Replicated Storage
    Kyle Lady, Minkyong Kim, Brian Noble
    Workshop on Planetary-Scale Distributed Systems (W-PSDS), in conjunction with (SRDS), Nara, Japan, October 2014.
  6. VMAR: Optimizing I/O Performance and Resource Utilization in the Cloud
    Zhiming Shen, Zhe Zhang, Alexei Karve, Andrzej Kochut, Han Chen, Minkyong Kim, Hui Lei, Nicholas Fuller
    ACM/IFIP/USENIX 14th International Middleware Conference (Middleware), Beijing, China, December 9-13, 2013.
  7. Empirical Study of Application Runtime Performance using On-demand Streaming Virtual Disks in the Cloud
    Han Chen, Minkyong Kim, Zhe Zhang, Hui Lei
    ACM/IFIP/USENIX 13th International Middleware Conference (Middleware), Montreal, Canada, December 3-7, 2012.
  8. Management-based License Discovery for the Cloud [bibtex]
    Minkyong Kim, Han Chen, Jonathan Munson, Hui Lei
    10th International Conference on Service Oriented Computing (ICSOC), Shanghai, China, November 2012.
  9. VDN: Virtual Machine Image Distribution Network for Cloud Data Centers [bibtex]
    Chunyi Peng (UCLA), Minkyong Kim, Zhe Zhang, Hui Lei
    31st IEEE International Conference on Computer Communications (IEEE INFOCOM), Orlando, Florida, March 2012.
  10. An Empirical Analysis of Similarity in Virtual Machine Images [bibtex]
    K. R. Jayaram, Chunyi Peng, Zhe Zhang, Minkyong Kim, Han Chen, Hui Lei
    ACM/IFIP/USENIX 12th International Middleware Conference (Middleware), Lisbon, Portugal, December 12-16, 2011.
  11. A Scalable Cloud-based Queuing Service with Improved Consistency Levels
    Han Chen, Fan Ye, Minkyong Kim, Hui Lei
    30th International Symposium On Reliable Distributed Systems (SRDS), Madrid, Spain, October 4-7, 2011.
  12. Delay-Cognizant Reliable Delivery for Publish/Subscribe Overlay Networks
    Shuo Guo, Kyriakos Karenos, Minkyong Kim, Hui Lei, Johnathan M Reason
    The 31st International Conference on Distributed Computing Systems (ICDCS), June 2011.
  13. A scalable and elastic publish/subscribe service
    Ming Li, Fan Ye, Minkyong Kim, Han Chen, Hui Lei
    IEEE International Parallel & Distributed Processing Symposium (IPDPS), May 2011. (Acceptance rate: 19.6%)
  14. A scalable cloud-based queueing service with improved consistency levels
    Han Chen, Fan Ye, Minkyong Kim, Hui Lei
    The Eighth International Conference on Service Oriented Computing (ICSOC), San Francisco, California, December 2010.
  15. Efficacy of techniques for responsiveness in a wide-area publish/subscribe system [Slides]
    Minkyong Kim, Kyriakos Karenos, Fan Ye, Johnathan Reason, Hui Lei, Konstantin Shagin
    ACM/IFIP/USENIX 11th International Middleware Conference (Middleware), Bangalore, India, November, 2010.
  16. A Hybrid Approach to High Availability in Stream Processing Systems
    Yu Gu, Zhe Zhang, Fan Ye, Hao Yang, Minkyong Kim, Hui Lei and Zhen Liu
    30th International Conference on Distributed Computing Systems (ICDCS), Genoa, Italy, June, 2010. (Acceptance rate: 14%)
  17. EMS: Encoded Multipath Streaming for Real-time Live Streaming Applications
    Alix L.H. Chow, Hao Yang, Cathy H. Xia, Minkyong Kim, Zhen Liu, Hui Lei
    17th IEEE International Conference on Network Protocols (ICNP), Princeton, NJ, October 2009.
  18. An Empirical Study of High Availability in Stream Processing Systems
    Yu Gu, Zhe Zhang, Fan Ye, Hao Yang, Minkyong Kim, Hui Lei, Zhen Liu
    ACM/IFIP/USENIX 10th International Middleware Conference, Urbana Champaign, Illinois, USA, November 30 - December 4, 2009.
  19. Poster: Providing Quality of Service in Wide-Area Publish/Subscribe Systems
    Kyriakos Karenos, Minkyong Kim, Hui Lei, Hao Yang, Fan Ye
    ACM/IFIP/USENIX 10th International Middleware Conference, Urbana Champaign, Illinois, USA, November 30 - December 4, 2009.
  20. Message-Oriented Middleware with QoS Awareness
    Hao Yang, Minkyong Kim, Kyriakos Karenos, Fan Ye, Hui Lei
    International Conference on Service Oriented Computing, Stockholm, Sweden, November 2009.
  21. Association control in mobile wireless networks
    Minkyong Kim, Zhen Liu, Srinivasan Parthasarathy, Dimitrios Pendarakis, Hao Yang
    Proceedings of the 27th IEEE International Conference on Computer Communications (INFOCOM), Phoenix, Arizona, April 2008.
  22. Building realistic mobility model from coarse-grained wireless trace
    Jungkeun Yoon, Brian D. Noble, Mingyan Liu and Minkyong Kim
    Proceedings of the Fourth International Conference on Mobile Systems, Applications, and Services (MobiSys), Uppsala, Sweden, June 2006.
  23. Risks of using AP locations discovered through war driving [Slides]
    Minkyong Kim, Jeffrey Fielding, and David Kotz
    Proceedings of the 4th International Conference on Pervasive Computing (Pervasive), Dublin, Ireland, May 2006.
  24. Extracting a mobility model from real user traces [Slides]
    Minkyong Kim, David Kotz, and Songkuk Kim
    Proceedings of IEEE INFOCOM, Barcelona, Spain, April 2006.
  25. Modeling users' mobility among WiFi access points
    Minkyong Kim and David Kotz
    Proceedings of the International Workshop on Wireless Traffic Measurements and Modeling (WiTMeMo '05), Seattle, Washington, June 2005.
  26. Classifying the Mobility of Users and the Popularity of Access Points
    Minkyong Kim and David Kotz
    Proceedings of the International Workshop on Location- and Context-Awareness (LoCA), Germany, May 2005.
    Later version: Technical report
  27. Safety, Visibility, and Performance in a Wide-Area File System
    Minkyong Kim, Landon P. Cox, and Brian D. Noble
    Proceedings of the First USENIX Conference on File and Storage Technologies (FAST), Monterey, CA, January 2002.
  28. Mobile Network Estimation
    Minkyong Kim and Brian D. Noble
    Proceedings of the Seventh ACM Conference on Mobile Computing and Networking (MobiCom), Rome, Italy, July 2001. (Acceptance rate: 10.7%)
  29. Fluid Replication
    Brian Noble, Ben Fleis, Minkyong Kim, and Jim Zajkowski
    Proceedings of the Network Storage Symposium (NetStore), Seattle, WA, October 1999.

Journals

  1. Association Control Algorithms For Mobile Wireless Networks
    Minkyong Kim, Zhen Liu, Srinivasan Parthasarathy, Dimitrios Pendarakis, Hao Yang
    Wireless Networks, February 2012. Springer. DOI: 10.1007/s11276-012-0417-4
    springerlink.com
  2. A cloud queuing service with strong consistency and high availability
    Zhe Zhang, Yuan Wang, Han Chen, Minkyong Kim, Jing Min Xu and Hui Lei
    IBM Journal of Research and Development, November 2011.
  3. Identifying Unusual Days
    Minkyong Kim and David Kotz
    Journal of Computer Science and Engineering (JCSE), Volume 5, Number 1, Pages 51-70, March 2011.
  4. HARMONY: Holistic Messaging Middleware for Event-Driven Systems
    Parijat Dube, Nagui Halim, Kyriakos Karenos, Minkyong Kim, Zhen Liu, Srinivasan Parthasarathy, Dimitrios Pendarakis, and Hao Yang
    IBM Systems Journal, Volume 47, Number 2, Pages 281-287, 2008.
  5. Periodic properties of user mobility and access-point popularity
    Minkyong Kim and David Kotz
    Journal of Personal and Ubiquitous Computing (PUC), Volume 11, Number 6, August 2007. Springer London.

Technical Reports

Thesis

Patents

  1. Data Learning Server and Method for Generating and Using Learning Model Thereof
    Samsung Electronics: Hyun-woo Ock, Min-kyong Kim, et al.
  2. Home Appliance and Method for Controlling Thereof
    Samsung Electronics: Changkyu Ahn, Minkyong Kim, et al.
  3. Air Conditioner and Control Method Thereof
    Samsung Electronics: Hyungseon Song, Minkyong Kim, et al.
  4. Electronics Apparatus for Managing Network Connection and Control Method Thereof
    Samsung Electronics: Rami Jung, Minkyong Kim, et al.
  5. Method for Guiding an Emergency Vehicle Using an Unmanned Aerial Vehicle
    Minkyong Kim, Clifford A. Pickover, Valentina Salapura, Maja Vukovic
    Publication: US20180075759A1. Filing: 2016-09-15. [details]
  6. System, Method and Recording Medium for Mannequin Pose Control
    Minkyong Kim, Clifford A. Pickover, Valentina Salapura
    Publication: US20180039240A1. Filing: 2016-08-04. [details]
  7. Pseudo-sentient Doll Override System, Method, and Recording Medium for Pseudo-sentient Doll Override
    Minkyong Kim, Clifford A. Pickover, Valentina Salapura, Maja Vukovic
    Publication: US20180028926A1. Filing: 2016-07-28. [details]
  8. Cognitive Stabilizer Wheels for Vehicles
    Thomas D. Erickson, Minkyong Kim, Clifford A. Pickover, Maja Vukovic
    Publication: US20180009497A1. 2016-07-06. Grant: US10035555B2. 2018-07-31. [details]
  9. Cognitively Aware Selectable Controls
    Minkyong Kim, James R. Kozloski, Clifford A. Pickover, Maja Vukovic
    Publication: US20170003861A1. Filing: 2015-06-30. [details]
  10. Television Program Optimization for User Exercise
    Minkyong Kim, Min Li, Clifford A. Pickover, Valentina Salapura
    Publication: US14755217. 2015-06-30. Grant: US9729921B2. 2017-08-08. [details]
  11. System, Method and Recording Medium for Antifragile Computing Problem Management
    Minkyong Kim, Min Li, Clifford A. Pickover, Valentina Salapura
    Publication: US20180004605A1. 2016-06-29. Grant: US9934095B2. 2018-04-03. [details]
  12. Fashion Display System, Method, Recording Medium and Display Apparatus
    Minkyong Kim, Clifford A. Pickover, Valentina Salapura
    Publication: US20170364959A1. Filing: 2016-06-20. [details]
  13. Mobile Audio Input Device Controller
    Minkyong Kim, Clifford A. Pickover, Valentina Salapura, Maja Vukovic
    Publication: US20180046189A1. Filing: 2016-06-03. [details]
  14. Automated Color Adjustment of Media Files
    Rogerio S. Feris, Matous Havlena, Minkyong Kim, Ying Li, Clifford A. Pickover, Valentina Salapura
    Publication: US20170223326A1. 2016-01-28. Grant: US9736446B1. 2017-08-15. [details]
  15. Human Social Development Tool
    Minkyong Kim, Clifford A. Pickover, Valentina Salapura, Maja Vukovic
    Publication: US20170209796A1. Filing: 2016-01-21. [details]
  16. Music Practice Feedback System, Method, and Recording Medium
    Minkyong Kim, Clifford A. Pickover, Valentina Salapura
    Publication: US14985160. 2015-12-30. Grant: US9672799B1. 2017-06-06. [details]
  17. Cognitive Editor
    Jinho Hwang, Minkyong Kim, Clifford A. Pickover, Maja Vukovic
    Publication: US14963560. 2015-12-9. Grant: US9600244B1. 2017-03-21. [details]
  18. Operation of a Computer Based on Optimal Problem Solutions
    Minkyong Kim, Min Li, Clifford A. Pickover, Valentina Salapura
    Publication: US20170161610A1. Filing: 2015-12-02. [details]
  19. Control Device for Controlling a Rigidity of an Orthosis and Method of Controlling a Rigidity of an Orthosis
    Rogerio Schmidt Feris, Minkyong Kim, Clifford A. Pickover
    Publication: US20170151081A1. Filing: 2015-11-30. [details]
  20. System and Method for Pose-aware Feature Learning
    Rogerio Schmidt Feris, Minkyong Kim, Clifford A. Pickover
    Publication: US20170154212A1. 2015-11-30. Grant: US9953217B2. 2018-04-24. [details]
  21. Cognitive Publication Subscriber System, Method, and Recording Medium with a Firewall
    Oluwatosin Alabi, Minkyong Kim, Min Li, Clifford A. Pickover, Valentina Salapura, Luna Xu
    Publication: US20170147926A1. Filing: 2015-11-19. [details]
  22. Configuring a Manufacturing Device
    Minkyong Kim, James R. Kozloski, Clifford A. Pickover, Maja Vukovic
    Publication: US20170146979A1. Filing: 2015-11-19. [details]
  23. Smart Mat for Package Deliveries
    Maryam Ashoori, Sara H. Basson, Minkyong Kim, James R. Kozloski, Clifford A. Pickover, Maja Vukovic
    Publication: US14949931. 2015-11-24. Grant: US9469476B1. 2016-10-18. [details]
  24. System, Method, and Recording Medium for an Emotional Firewall for Deleterious Information
    Minkyong Kim, James Robert Kozloski, Clifford A. Pickover, Irina Rish
    Publication: US20170142065A1. Filing: 2015-11-18. [details]
  25. Recipe Selection System with Bidirectional Calendar Interface
    Minkyong Kim, Min Li, Clifford A. Pickover, Valentina Salapura
    Publication: US20170116580A1. Filing: 2015-10-27. [details]
  26. Unmanned Aerial Vehicle for Interacting with a Pet
    John A. Bivens, Minkyong Kim, Min Li, Clifford A. Pickover, Valentina Salapura
    Publication: US20170081027A1. 2015-09-21. Grant: US9637233B2. 2017-05-02. [details]
    Related article: "IBM Filed a Patent for a Drone That Acts Like a Dogsitter"
  27. Comforting System with Active Learning
    Minkyong Kim, Min Li, Clifford A. Pickover, Valentina Salapura
    Publication: US20170072162A1. 2015-09-11. Grant: US10076632B2. 2018-09-18. [details]
  28. Offering Application Program Interfaces (APIs) for Sale in Cloud Marketplace
    Han Chen, Nicholas C. M. Fuller, Minkyong Kim, Isabelle M. Rouvellou
    Publication: US20170064038A1. Filing: 2015-08-26. [details]
  29. Automatic Trigger of Integrated Game Actions for Exercise and Well Being
    Minkyong Kim, Min Li, Clifford A. Pickover, Valentina Salapura
    Publication: US20170021279A1. 2015-07-21. Grant: US9873039B2. 2018-01-23. [details]
  30. Cognitive Alert Control Framework for Mobile Devices
    John A. Bivens, Minkyong Kim, Min Li, Clifford A. Pickover, Valentina Salapura
    Publication: US20160373573A1. 2015-06-19. Grant: US9602653B2. 2017-03-21. [details]
  31. Event Attire Recommendation System and Method
    Michael Desmond, Matous Havlena, Stacy F. Hobson, Minkyong Kim, Sophia Krasikov, Ying Li, Robin Lougee, Valentina Salapura
    Publication: US20170004428A1. Filing: 2015-06-30. [details]
  32. Floor Covering Having Adjustable Hardness
    Minkyong Kim, Min Li, Clifford A. Pickover, Valentina Salapura
    Publication: US20160370271A1. 2015-06-19. Grant: US10066391B2. 2018-09-04. [details]
  33. Visual Comparisons Using Personal Objects
    Minkyong Kim, Min Li, Clifford A. Pickover, Valentina Salapura
    Publication: US20160364628A1. 2015-06-10. Grant: US9563819B2. 2017-02-07. [details]
  34. Outcomes-based Application Monitoring
    John A. Bivens, Minkyong Kim, Min Li, Clifford A. Pickover, Valentina Salapura
    Publication: US20160321591A1. Filing: 2015-04-30. [details]
  35. Control of Icon Movement on a Graphical User Interface
    Minkyong Kim, James R. Kozloski, Clifford A. Pickover, Maja Vukovic
    Publication: US20160320943A1. Filing: 2015-04-28. [details]
  36. Policy Based Data Collection, Processing, and Negotiation for Analytics
    Salman A. Baset, Yu Deng, Minkyong Kim, Alla Segal, Charles O. Schulz, Anca Sailer, Long Wang
    Publication: US20160275158A1. Filing: 2015-03-20. [details]
  37. User-configurable Settings for Content Obfuscation
    Rogerio S. Feris, Itzhack Goldberg, Minkyong Kim, Clifford A. Pickover, Neil Sondhi
    Publication: US14938345. Nov 11, 2015. Grant: US9471852B1. Oct 18, 2016. [details]
  38. Enabling Dynamic Job Configuration in MapReduce
    Nicholas C. Fuller, Minkyong Kim, Min Li, Shicong Meng, Jian Tan, Liangzhao Zeng, Li Zhang
    Publication: US20150227392A1. Aug 13, 2015. Filing: Feb 10, 2014. Grant: US9766940B2. 2017-09-19. [details]
  39. Methods and Apparatus for Software License Management
    Han Chen, Minkyong Kim, Hui Lei, Jonathan P. Munson, Suraj Subramanian
    Publication: US20140137259A1. May 15, 2014. Filing: Nov 9, 2012. [details]
  40. Virtual Machine Image Access De-Duplication
    Han Chen, Alexei A. Karve, Minkyong Kim, Andrzej P. Kochut, Hui Lei, Jayaram Kallapalayam Radhakrishnan, Zhiming Shen, Zhe Zhang
    Publication: US20140050407A1. Feb 20, 2014. Filing: Aug 17, 2012. [details]
  41. Scalable Queuing System
    Han Chen, Minkyong Kim, Hui Lei, Zhe Zhang
    Publication: US20130144967A1. Jun 6, 2013.
  42. Message Queuing with Flexible Consistency Options
    Han Chen, Minkyong Kim, Hui Lei, Fan Ye
    Publication: US20130036427A1. Filing: August 3, 2011. Grant: US8627333B2. 2014-01-07. [details]
  43. Elastic and Scalable Publish/Subscribe Systems
    Ming Li, Fan Ye, Minkyong Kim, Han Chen and Hui Lei
    Publication: US20130007131A1. Filing: January 26, 2011.
  44. Declarative Service Domain Federation
    Han Chen, Hui Lei, Minkyong Kim, Hao Yang, Liangzhao Zeng, Gidon Gershinsky, Konstantin Shagin, Luis Garces-Erice, Kristijan Dragicevic, Daniel Bauer, March-Thomas Schmidt, Nick D Butler and David Rushall
    Publication: US20120233295A1. Filing: March 11, 2011.
  45. Publish/Subscribe Overlay Network Control System
    Kyriakos Karenos, Minkyong Kim, Hui Lei, Hao Yang, Fan Ye, Liangzhao Zeng
    Publication: US20110307789A1. Dec 15, 2011.
  46. Semantic Matching of Federation Intents and Service Capabilities in a Planning System for Automatic Service Federation
    Daniel Bauer, Kristijan Dragicevic, Luis Garces-Erice, Minkyong Kim, Hui Lei, Hao Yang
    Publication: US8250185B2. Filing: March 26, 2010.
  47. System and Method for Providing Quality of Service in Wide-area Messaging Fabric
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    Publication: US20110125921A1. Filing: November 24, 2009. Grant: US8489722B2. 2013-07-16. International application: PCT/US2010/053032. Filing: October 18, 2010. [details]
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