Treasure Data, Inc.
34th Floor, Marunouchi BLD., Marunouchi 2-4-1, Chiyoda-ku, Tokyo 100-6334 Japan
myui AT treasure-data.com
Here is my Curriculum Vitae.
Here is Japanese version of this page
Makoto YUI is a Researcher Engineer of Treasure Data, Inc.
He is working on Hivemall, an open source library for scalable machine learning on Apache Hive
He received his B.E. degrees in computer science from Shibaura Institute of Technology, Japan, in 2003 and both M.E. and Dr. Eng. degrees
in computer science from Nara Institute of Science and Technology, Japan in 2006 and 2009 respectively.
Distributed and Parallel Database System, Large Scale Machine Learning, Data Management on Modern Hardwares, and Non-blocking Algorithms.
My citeulike entries show papers in which I'm currently interested.
Visiting Researcher, Data Intensive Research Group, Edinburgh University, Sept 2011 - Dec 2011
Visiting postdoc, Database Architectures and Information Access (INS1) Group, Centrum Wiskunde & Informatica (CWI), Oct 2009 - Mar 2010
Host researcher(s): Peter Boncz, Martin Kersten
Designed and implemented MonetDB/MR, a parallel shared-nothing database using MonetDB.
This visit is assisted by International Research Experience for Students and Young Researchers program.
Visiting researcher, Research Institute of Information Technological Biology, Waseda University, Apr 2009 - Mar 2010
JSPS Research Fellow (PD), Apr 2009 - Mar 2010
JSPS Research Fellow (DC2), Apr 2008 - Mar 2009
Programmer, NEC Infomatic Systems, Ltd, Japan,
Apr 2004 - Mar 2005
M.E. Computer Science, Nara Institute of Science and Technology
Graduate School of Information Science, Japan. 2006
Concentration: XML-native Storage Systems.
Computer Science, Shibaura Institute Of Technology, Japan. 2003
Concentration: Building a multi-functional XML database environment using RDBMS.
Steven Lynden, Makoto Yui, Akiyoshi Matono, Akihito Nakamura, Hirotaka Ogawa, and Isao Kojima. "Optimising Coverage, Freshness and Diversity in Live Exploration-based Linked Data Queries", In Proc. International Conference on Web Intelligence, Mining and Semantics (WIMS), 2016. DOI: http://dx.doi.org/10.1145/2912845.2912859
Makoto Yui and Isao Kojima. ``Hivemall: Hive scalable machine learning library'' (demo paper),
NIPS 2013 Workshop on Machine Learning Open Source Software: Towards Open Workflows, Dec 2013.
[PDF] [Presentation slide]
Makoto Yui and Isao Kojima. ``A Database-Hadoop Hybrid Approach to Scalable Machine Learning'',
Proc. IEEE 2nd International Congress on Big Data, July 2013
[preprint] [Presentation slide]
Steven Lynden, Isao Kojima, Akiyoshi Matono, Akihito Nakamura and Makoto Yui. ``A Hybrid Approach to Linked Data Query Processing with Time Constraints'',
Proc. The 6th Workshop on Linked Data on the Web (LDOW), May 2013.
Makoto Yui, Jun Miyazaki, Shunsuke Uemura and Hayato Yamana. ``Nb-GCLOCK: A Non-blocking Buffer Management based on the Generalized CLOCK'',
Proc. ICDE, March 2010.
[PDF (draft edition)] [Slide]
Makoto Yui, Jun Miyazaki, Shunsuke Uemura and Hirokazu Kato. ``XBird/D: Distributed and Parallel XQuery Processing using Remote Proxy'',
Proc. The 23nd ACM SYMPOSIUM ON APPLIED COMPUTING (SAC), Special Track on Database Theory, Technology, and Applications (DTTA), pp. 1003-1007CMarch 2008.
[PDF (draft ed.)] [Slide]
Makoto Yui, Jun Miyazaki, Shunsuke Uemura, Hirokazu Kato: ``Efficient XML Storage based on DTM for Read-oriented Workloads'',
Proc. IEEE International Workshop on Advanced Storage Systems (ADSS 2007) in conjunction with IEEE ICDIM 2007, pp.559-564, IEEE CS Press, October 2007.
[PDF (draft ed.)] [Slide]
Makoto Yui, Jun Miyazaki, Shunsuke Uemura and Hayato Yamana: ``Nb-GCLOCK: A Non-blocking Buffer Management based on the Generalized CLOCK'' (unpublished),
iDB Workshop, July 2009. Mentor: Prof. Masaru Kitsuregawa and Prof. Sang Kyun Cha. Distinguish Young Researcher Award
IPSJ Yamashita SIG Research Award 2009, 2010/3.
Distingueshed Young Researcher Award, iDB Workshop 2009, 2009/7.
Best Student Award, Nara Institute of Science and Technology, Japan, 2009/3.
IPSJ Thesis prize 2003, Information Processing Society of Japan, 2003/3.
Super Creater Award, Information-Technology Promotion Agency, Japan, 2003/7.
Information-technology Promotion Agency, Japan. Exploratory Software Project, Dec 2005 - Seq 2006.
Development of a light-weight XQuery processor supporting Contents Integration.
Information-technology Promotion Agency, Japan. Exploratory Software Project (MITOU Youth),
Dec 2002-Mar 2003.
Developement of XPath Processing System for XML Storage Environment using RDBMS.
XML database environment using PostgreSQL.
Developed a multi-functional XML database environment using PostgreSQL.
http://gborg.postgresql.org/project/xpsql/ (not maintained).