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Bigdata and Data Intensive Computing

PreVision: An Out-of-Core Matrix Computation System with Optimal Buffer Replacement

Kyoseung Koo, Sohyun Kim, Wonhyeon Kim, Yoojin Choi, Juhee Han, Bogyeong Kim, Bongki Moon , ACM SIGMOD International Conference on Management of Data, pages ???-???, Santiago, Chile, June 2024.

M2Bench: A Database Benchmark for Multi-Model Analytic Workloads

Bogyeong Kim, Kyoseung Koo, Undraa Enkhbat, Sohyun Kim, Juhun Kim and Bongki Moon, Proceedings of the VLDB Endowment, 16(4):747-759, Vancouver, Canada, August 2023.

DenForest: Enabling Fast Deletion in Incremental Density-Based Clustering over Sliding Windows

Bogyeong Kim, Kyoseung Koo, Undraa Enkhbat and Bongki Moon, ACM SIGMOD International Conference on Management of Data, pages 296-309, Philadelphia, PA, U.S.A., June 2022.

MISE: An Array-Based Integrated System for Atmospheric Scanning LiDAR

Kyoseung Koo, Juhun Kim and Bongki Moon, Proceedings of the 33rd International Conference on Scientific and Statistical Database Management (SSDBM'21), Tampa, FL, U.S.A., July 2021 (demo paper).

DISC: Density-Based Incremental Clustering by Striding over Streaming Data

Bogyeong Kim, Kyoseung Koo, Juhun Kim and Bongki Moon, Proceedings of the 37th International Conference on Data Engineering (ICDE'21), Chania, Crete, Greece, April 2021.

Spangle: A Distributed In-Memory Processing System for Large-Scale Arrays

Sangchul Kim, Bogyeong Kim and Bongki Moon, Proceedings of the 37th International Conference on Data Engineering (ICDE'21), Chania, Crete, Greece, April 2021.

Federated Database System for Scientific Data

Sangchul Kim and Bongki Moon, Proceedings of the 30th International Conference on Scientific and Statistical Database Management (SSDBM'18), Bolzano-Bozen, Italy, July 2018 (demo paper).

Selective Scan for Filter Operator of SciDB

Sangchul Kim, Seoung Gook Soh, Taehoon Kim, Jinseon Yu, Bogyeong Kim and Bongki Moon, Proceedings of the 28th International Conference on Scientific and Statistical Database Management (SSDBM'16), Budapest, Hungary, July 2016 (demo paper).

HadoopXML: A Suite for Parallel Processing of Massive XML Data with Multiple Twig Pattern Queries

Hyebong Choi, Kyong-Ha Lee, Soo-Hyong Kim, Yoon-Joon Lee and Bongki Moon, International Conference on Information and Knowledge Management (CIKM'12), pages nn-nn, Maui Hawaii, U.S.A., October 2012 (demo paper).

Parallel Data Processing with MapReduce: A Survey

Kyong-Ha Lee, Yoon-Joon Lee, Hyunsik Choi, Yon Dohn Chung and Bongki Moon, ACM SIGMOD Record, 40(4):11-20, December 2011.

Flash Memory Database Systems

SQLite Optimization with Phase Change Memory for Mobile Applications

Gihwan Oh, Sangchul Kim, Sang-Won Lee, Bongki Moon, Proceedings of the VLDB Endowment, 8(12):1454-1465 (VLDB'15), Kohala Coast, Hawaii, U.S.A. , August 2015.

Durable Write Cache in Flash Memory SSD for Relational and NoSQL Databases

Woon-Hak Kang, Sang-Won Lee, Bongki Moon, Yang-Suk Kee and Moonwook Oh, ACM SIGMOD International Conference on Management of Data, pages 529-540, Snowbird, UT, U.S.A., June, 2014.

X-FTL: Transactional FTL for SQLite Databases

Woon-Hak Kang, Sang-Won Lee, Bongki Moon, Gi-Hwan Oh and Changwoo Min, ACM SIGMOD International Conference on Management of Data, pages 97-108, New York, NY, U.S.A., June, 2013.

Flash-based Extended Cache for Higher Throughput and Faster Recovery

Woon-Hak Kang, Sang-Won Lee and Bongki Moon, Proceedings of the VLDB Endowment, 5(12):1615-1626 (VLDB'12), Istanbul, Turkey, August 2012.

Extent Mapping Scheme for Flash Memory Devices

Young-Kyoon Suh, Bongki Moon, Alon Efrat, Jin-Soo Kim and Sang-Won Lee, IEEE 20th International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication systems (MASCOTS'12), pages 331-338, Washington, DC, U.S.A., August 2012.

Dynamic In-Page Logging for B-tree Index

Gap-Joo Na, Sang-Won Lee and Bongki Moon, IEEE Transactions on Knowledge and Data Engineering, 24(7):1231-1243, July 2012.

IPL-P: In-Page Logging with PCRAM

Kangnyeon Kim, Sang-Won Lee, Bongki Moon, Chanik Park and Joo-Young Hwang, Proceedings of the VLDB Endowment, 4(12):1363-1366 (VLDB'11), Seattle, WA, U.S.A., August 2011.

Trannsactional In-Page Logging for Multiversion Read Consistency and Recovery,

Sang-Won Lee and Bongki Moon, Proceedings of the 27th International Conference on Data Engineering (ICDE'11), pages 876-887, Hannover, Germany, April 2011.

IPL B-tree for Flash Memory Database Systems

Gap-Joo Na, Bongki Moon and Sang-Won Lee, Journal of Information Science and Engineering, 27(1):111-127, January 2011.

Accelerating In-Page Logging with Non-Volatile Memory

Sang-Won Lee, Bongki Moon, Chanik Park, Joo-Young Hwang and Kangnyeon Kim, Bulletin of the IEEE Computer Society Technical Committee on Data Engineering, 33(4):41-47, December 2010 (Invited).

Dynamic In-Page Logging for Flash-Aware B-Tree Index

Gap-Joo Na and Sang-Won Lee and Bongki Moon, Proceedings of the 18th International Conference on Information and Knowledge Management (CIKM'09), pages 1485-1488, Hong Kong, China, November 2009 (poster presentation).

Advances in Flash Memory SSD Technology for Enterprise Database Applications

Sang-Won Lee, Bongki Moon and Chanik Park, ACM SIGMOD International Conference on Management of Data, pages 863-870, Providence, Rhode Island, June, 2009 (Industrial Track).

In-Page Logging B-Tree for Flash Memory

Gap-Joo Na, Bongki Moon and Sang-Won Lee, International Conference on Database Systems for Advanced Applications, pages 755-758, Brisbane, Australia, April, 2009 (demo paper).

A Case for Flash Memory SSD in Enterprise Database Applications

Sang-Won Lee, Bongki Moon, Chanik Park, Jae-Myung Kim and Sang-Woo Kim, ACM SIGMOD International Conference on Management of Data, pages 1075-1086, Vancouver, Canada, June, 2008 (Industrial Track). (Presentation slides)

Design of Flash-Based DBMS: An In-Page Logging Approach

Sang-Won Lee and Bongki Moon, ACM SIGMOD International Conference on Management of Data, pages 55-66, Beijing, China, June, 2007. (Presentation slides)

XML Indexing, Filtering, Streaming and Query Processing

Locating XML Documents in a Peer-to-Peer Network Using Distributed Hash Tables

Praveen Rao and Bongki Moon, IEEE Transactions on Knowledge and Data Engineering, 21(12):1737-1752, December 2009.

Bitmap Indexes for Relational XML Twig Query Processing,

Kyong-Ha Lee and Bongki Moon, Proceedings of the 18th International Conference on Information and Knowledge Management (CIKM'09), pages 465-474, Hong Kong, China, November 2009.

Fast XML Document Filtering by Sequencing Twig Patterns

Joonho Kwon, Praveen Rao, Bongki Moon and Sukho Lee, ACM Transactions on Internet Technology, 9(4):Article 13, September 2009.

A Data Parallel Algorithm for XML DOM Parsing

Bhavik Shar, Praveen Rao, Bongki Moon and Mohan Rajagopalan, Sixth International XML Database Symposium (XSym 2009), pages 75-90, Lyon, France, August 2009.

An Internet-Scale Service for Publishing and Locating XML Documents,

Praveen Rao and Bongki Moon, Proceedings of the 25th International Conference on Data Engineering (ICDE'2009), pages 1459-1462, Shanghai, China, March 2009 (demo paper).

Value-Based Predicate Filtering of XML Document,

Joonho Kwon, Praveen Rao, Bongki Moon and Sukho Lee, Data and Knowledge Engineering, 67(1):51-73, October 2008.

Net-X: Unified Data-Centric Internet Services,

Praveen Rao, Justin Cappos, Varun Khare, Bongki Moon and Beichuan Zhang, Third International Workshop on Networking Meets Databases (NetDB'07), Cambridge, MA, April, 2007.

A Clustering Method Based on Path Similarities of XML Data,

Ilhwan Choi, Bongki Moon and Hyoung-Joo Kim, Data and Knowledge Engineering, 60(2):361-376, February 2007.

Sequencing XML Data and Query Twigs for Fast Pattern Matching,

Praveen R. Rao and Bongki Moon, ACM Transactions on Database Systems, 31(1):299-345, March 2006.

SketchTree: Approximate Tree Pattern Counts over Streaming Labeled Trees,

Praveen R. Rao and Bongki Moon, Proceedings of the 22nd International Conference on Data Engineering (ICDE'2006), Atlanta, GA, April 2006.

FiST: Scalable XML Document Filtering by Sequencing Twig Patterns,

Joonho Kwon, Praveen R. Rao, Bongki Moon and Sukho Lee, Proceedings of the 31th International Conference on Very Large Databases (VLDB'2005), pages 217-228, Trondheim, Norway, August 2005.

PRIX: Indexing and Querying XML Using Prufer Sequences,

Praveen R. Rao and Bongki Moon, Proceedings of the 20th International Conference on Data Engineering (ICDE'2004), pages 288-299, Boston, MA, March 2004.

XISS/R: XML Indexing and Storage System Using RDBMS,

Philip J. Harding, Quanzhong Li and Bongki Moon, Proceedings of the 29th International Conference on Very Large Databases (VLDB'2003), pages 1073-1076, Berlin, Germany, September 2003. (demo paper)

Partition Based Path Join Algorithms for XML Data,

Quanzhong Li and Bongki Moon, Proceedings of the 14th International Conference on Database and Expert Systems Applications (DEXA'2003), pages 160-170, Prague, Czech Republic, September 2003.

Indexing and Querying XML Data for Regular Path Expressions,

Quanzhong Li and Bongki Moon, Proceedings of the 27th International Conference on Very Large Databases (VLDB'2001), pages 361-370, Rome, Italy, September 2001.

Time Series, Temporal and Mobile Databases

Skyline Index for Time Series Data,

Quanzhong Li, Ines Fernando Vega Lopez and Bongki Moon, IEEE Transactions on Knowledge and Data Engineering, 16(6):669-684, June 2004.

Adaptive Cell-Based Index for Moving Objects,

Wonik Choi, Bongki Moon and Sukho Lee, Data and Knowledge Engineering 48(1):75-101, January 2004.

Main Memory-Based Algorithms for Efficient Parallel Aggregation for Temporal Databases,

Dengfeng Gao, Jose Alvin G. Gendrano, Bongki Moon, Richard T. Snodgrass, Minseok Park, Bruce C. Huang and Jim M. Rodrigue, Distributed and Parallel Database 16(2):123-163, September 2004.

Efficient Algorithms for Large-Scale Temporal Aggregation,

Bongki Moon, Ines Fernando Vega Lopez and Vijaykumar Immanuel, IEEE Transactions on Knowledge and Data Engineering, 15(3):744-759, May/June 2003.

Scalable Algorithms for Large Temporal Aggregation,

Bongki Moon, Ines Fernando Vega Lopez and Vijaykumar Immanuel, Proceedings of the 16th International Conference on Data Engineering (ICDE'2000), pages 145-154, San Diego, CA, March 2000.

Parallel Algorithms for Computing Temporal Aggregates,

Jose Alvin G. Gendrano, Bruce C. Huang, Jim M. Rodrigue, Bongki Moon and
Richard T. Snodgrass, Proceedings of the 15th International Conference on Data Engineering (ICDE'1999), pages 418-427, Sydney Australia, March 1999.

Spatial and Multidimensional Databases

Spatiotemporal Aggregate Computation: A Survey,

Ines Fernando Vega Lopez, Richard Snodgrass and Bongki Moon, IEEE Transactions on Knowledge and Data Engineering, 17(2):271-286, February 2005.

Bulk Insertion for R-tree by Seeded Clustering (Journal version),

Taewon Lee, Bongki Moon and Sukho Lee, Proceedings of the 14th International Conference on Database and Expert Systems Applications (DEXA'2003), pages 129-138, Prague, Czech Republic, September 2003.

Adaptive and Incremental Processing for Distance Join Queries,

Hyoseop Shin, Bongki Moon and Sukho Lee, IEEE Transactions on Knowledge and Data Engineering, 15(6):1561-1578, November/December, 2003.

Partition-Based Similarity Join Processing in High Dimensional Data Spaces,

Hyoseop Shin, Bongki Moon and Sukho Lee, Proceedings of the 13th International Conference on Database and Expert Systems Applications (DEXA'2002), Aix-en-Provence, France, September 2002.

Tie-Breaking Strategies for Fast Distance Join Processing,

Hyoseop Shin, Bongki Moon and Sukho Lee, Data and Knowledge Engineering, 41(1):67-83, April, 2002.

Adaptive Multi-Stage Distance Join Processing,

Hyoseop Shin, Bongki Moon, and Sukho Lee, Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data, pages 343-354, Dallas, TX, May, 2000.

Analysis of the Clustering Properties of the Hilbert Space-Filling Curve,

Bongki Moon, H.V. Jagadish, Christos Faloutsos and Joel H. Saltz, IEEE Transactions on Knowledge and Data Engineering, 13(1):124-141, January/February, 2001.

Scalability Analysis of Declustering Methods for Multidimensional Range Queries,

Bongki Moon and Joel H. Saltz, IEEE Transactions on Knowledge and Data Engineering, 10(2):310-327, March/April 1998.

A Case for Parallelism in Data Warehousing and OLAP,

Anindya Datta, Bongki Moon and Helen Thomas, Ninth International Workshop on Database and Expert Systems Applications (DEXA98), pages 226-231,Vie nna,Austria, August 1998.

Study of Scalable Declustering Algorithms for Parallel Grid Files,

Bongki Moon, Anurag Acharya and Joel Saltz, Proceedings of the 10th International Parallel Processing Symposium, pages 434-440, Honolulu, Hawaii, April 1996. (Extended version).

Scalable Web and Database Servers

Distributed Cooperative Apache Web Server,

Quanzhong Li and Bongki Moon, Proceedings of the 10th International World Wide Web Conference (WWW'2001), pages 555-564, Hong Kong, May, 2001. Best Student Paper Award.

Distributed Cooperative Web Servers,

Scott M. Baker and  Bongki Moon, Computer Networks and ISDN Systems, 31(11-16):1215-1229, 1999. Also appeared in the Proceedings of the 8th International World Wide Web Conference, pages 137-151, Toronto, Canada, May, 1999.

The Virtual Microscope,

Renato Ferreira, Bongki Moon, Jim Humphries, Alan Sussman, Joel Saltz, Robert Miller, Angelo Demarzo, American Medical Informatics Association, 1997 Annual Fall Symposium, Nashville, TN, October 1997, Best Application Paper award.

The Design and Evaluation of a High-Performance Earth Science Database,

Carter T. Shock, Chialin Chang, Bongki Moon, Anurag Acharya, Larry Davis, Joel Saltz, Alan Sussman, Parallel Computing for the Special Issue on Parallel Data Servers and Applications, 24(1):65-89, January 1998.

Titan: a High-Performance Remote-sensing Database,

Chialin Chang, Bongki Moon, Anurag Acharya, Carter Shock, Alan Sussman, Joel Saltz, Proceedings of the 13th International Conference on Data Engineering (ICDE'97), pages 375-384, Birmingham, U.K., April 1997.

High Performance Computing

Runtime and Language Support for Compiling Adaptive Irregular Programs on Distributed Memory Machines,

Yuan-Shin Hwang, Bongki Moon, Ravi Ponnusamy, Shamik Sharma, Raja Das and Joel Saltz, Software Practice & Experience, 25(6):597-621, June 1995.

Parallel Monte Carlo Simulation of Three-Dimensional Flow over a Flat Plate,

R. P. Nance, R. G. Wilmoth, B. Moon, H. A. Hassan and J. Saltz, AIAA Journal of Thermophysics and Heat Transfer, 9(3), July/Sep 1995.

Index Translation Schemes for Adaptive Computations on Distributed Memory Multicompute rs,

Bongki Moon, Mustafa Uysal and Joel Saltz, Proceedings of the 9th International Parallel Processing Symposium, pages 812-819, Santa Barbara, CA, Apr. 1995.

Runtime Support and Dynamic Load Balancing Strategies for Structured Adaptive Applicatio ns,

Bongki Moon, Gopal Patnaik, Robert Bennett, David Fyfe, Alan Sussman, Craig Douglas, Joel Saltz and K. Kailasanath, Proceedings of the Seventh SIAM Conference on Parallel Processing for Scientific Computing, San Francisco, CA, Feb. 1995.

Run-time and Compile-time Support for Adaptive Irregular Problems,

Shamik D. Sharma, Ravi Ponnusamy, Bongki Moon, Yuan-Shin Hwang, Raja Das, Joel Saltz, Supercomputing, pp 97-106, Washington D.C., Nov. 1994.

Adaptive Runtime Support for Direct Simulation Monte Carlo Methods on Distributed Memory Architectures,

Bongki Moon and Joel Saltz, Scalable High Performance Computing Conference, pp 176-183, Knoxville, TN, May 1994.

Programming Irregular Applications: Runtime Support, Compilation and Tools,

Joel Saltz, Bongki Moon and others, Advances in Computers, volume 45, edited by Marvin V. Zelkowitz, Academic Press, San Diego, California, 1997.