Mark Bathe - Cambridge MA, US Jun He - San Diego CA, US Nilah Monnier - Brookline MA, US
Assignee:
Massachusetts Institute of Technology - Cambridge MA
International Classification:
G06K 9/00
US Classification:
382128, 703 11
Abstract:
Techniques for inferring particle dynamics from certain data include determining multiple models for motion of particles in a biological sample. Each model includes a corresponding set of one or more parameters. Measured data is obtained based on measurements at one or more voxels of an imaging system sensitive to motion of particles in the biological sample; and, determining noise correlation of the measured data. Based at least in part on the noise correlation, a marginal likelihood is determined of the measured data given each model of the multiple models. A relative probability for each model is determined based on the marginal likelihood. Based at least in part on the relative probability for each model, a value is determined for at least one parameter of the set of one or more parameters corresponding to a selected model of the multiple models.
Pattern-Aware Prefetching Using Parallel Log-Structured File System
- Hopkinton MA, US Sorin Faibish - Newton MA, US Gary Grider - Los Alamos NM, US Aaron Torres - Los Alamos NM, US Jun He - Madison WI, US
International Classification:
G06F 12/0862
Abstract:
Techniques are provided for pattern-aware prefetching using a parallel log-structured file system. At least a portion of one or more files is accessed by detecting at least one pattern in a non-sequential access of the one or more files; and obtaining at least a portion of the one or more files based on the detected at least one pattern. The obtaining step comprises, for example, a prefetching or pre-allocation of the at least a portion of the one or more files. A prefetch cache can store the portion of the one or more obtained files. The cached portion of the one or more files can be provided from the prefetch cache to an application requesting the at least a portion of the one or more files.
Dr. He graduated from the Sun Yat Sen Univ of Med Sci, Guangzhou, China (242 21 Pr 1/71) in 1993. She works in Raleigh, NC and 1 other location and specializes in Psychiatry. Dr. He is affiliated with Duke Raleigh Hospital.
Jun He Law Offices is one of the first law firms established when law firms were first allowed in the People's Republic of China. To advance its policy of ...
Amazon Web Services
Senior Software Development Engineer
Amazon Web Services Mar 2017 - Sep 2019
Software Development Engineer
Anhui Ustc Iflytek Co May 2015 - Sep 2015
Senior Software Engineer
University of New Brunswick Sep 2013 - Feb 2015
Research Engineer
University of Science and Technology of China Sep 2010 - Aug 2013
Phd Student and Ta and Instructor
Education:
University of Science and Technology of China 2010 - 2013
Doctorates, Doctor of Philosophy, Computer Science, Philosophy
University of Science and Technology of China 2004 - 2008
Bachelor of Engineering, Bachelors, Bachelor of Business Administration, Business Administration, Computer Science, Management, Business Administration and Management
Skills:
C++ Distributed Systems C Latex Algorithms Python Java Linux Sql Tcp/Ip Perl Linux Server Unix Mysql Multithreading Hadoop Mongodb Machine Learning Tcl Memcached Mfc Network Optimization Query Optimization Opengl Ace Opensolaris Postgresql Tomcat Eclipse Unix Utilities Corba Linux Clustering Distributed Algorithms Wireless Networking Protocol Implementation Automated Software Testing Project Management Software Engineering Programming Data Mining Computer Science Android Object Oriented Design Databases
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Playing Badminton Photography New Technologies News Travel
Chinese Language Education and Research Center Santa Clara
Program Manager
President Translation Service Group International
Translator
Beijing Foreign Studies University Jul 1992 - Sep 2012
Chinese Language Lecturer
Education:
Beijing Foreign Studies University
Bachelors, Chinese Language and Literature, Chinese Language, Literature
Renmin University of China
Masters, Linguistics, Applied Linguistics
Skills:
Teaching Intercultural Communication Chinese Chinese/English Translation Esl Chinese Language Teaching Foreign Languages Teaching English As A Second Language Elementary Education Language Teaching
Interests:
Hiking Camping Badminton Language Learning
Languages:
English Mandarin
Certifications:
Certificate For Teaching Chinese As A Foreign Language Teacher Qualification Certificate For Teaching College
Adobe
Senior Data Science Manager
Walmart Ecommerce Oct 2015 - Apr 2017
Principal Data Scientist
Wepay Nov 2014 - Oct 2015
Lead Data Scientist
Opera Solutions Oct 2013 - Nov 2014
Senior Data Scientist
Opera Solutions Apr 2011 - Oct 2013
Staff Data Scientist and Analytics Lead
Education:
Massachusetts Institute of Technology Mar 2011
Brown University May 2009
Brown University 2004 - 2009
Doctorates, Doctor of Philosophy, Physics
Brown University 2008
Nanjing University Jun 2004
Master of Science, Masters
Nanjing University Jun 2001
Bachelors, Bachelor of Science, Physics
Nanjing University
Masters
Skills:
Machine Learning Data Mining Statistical Modeling Predictive Analytics Python Logistic Regression Sas Analytics Matlab Pattern Recognition R Data Analysis Sql Statistics Mathematical Modeling C++ Predictive Modeling Decision Trees Monte Carlo Simulation Neural Networks Javascript Hadoop Data Structures Svm Postgresql Mongodb Data Visualization Quantitative Analytics Apache Spark Hive Apache Pig Recurrent Neural Network Deep Learning Php Jquery Api Development Scikit Learn Ensemble Learning Boosting Bagging Random Forest Automation Text Mining Relevance Nltk
Director, Distribution Channel at Cisco Systems China, Director, Distribution and velocity channel at Cisco Systems China
Location:
Beijing City, China
Industry:
Internet
Work:
Cisco Systems China since Sep 2010
Director, Distribution Channel
Cisco Systems China since 2010
Director, Distribution and velocity channel
Cisco Jan 2010 - Sep 2010
Snr Mgr, Distribution and Commercial Channels, Cisco China Partner Organization,
Cisco System 2008 - Dec 2009
Snr. Mgr, Learning and delvelopment
Cisco China May 1999 - Aug 2008
Snr Manager, Service Sales