Distributed and Parallel Systems
Parallel Multi-dimensional Indexing on the GPU
Distributed Semantic Caching Frameworks
Non-Volatile Memory based Logging
Distributed Graph Processing Systems
"Exploiting Graphics Processing Units for Massively Parallel Multi-Dimensional Indexing", August, 2017.[PDF]
Jinwoong Kim and Beomseok Nam
"Co-Processing Heterogeneous Parallel Index for Multi-Dimensional Datasets"
Journal of Parallel and Distributed Computing (JPDC),
Elsevier, in minor revision, 2017.
Wook-Hee Kim, Jihye Seo, Jinwoong Kim, and Beomseok Nam
"clfB-tree: Cacheline Friendly Persistent B-tree for NVRAM"
To appear in ACM Transactions on Storage (TOS), Special Issue on NVM and Storage, 2017.
Moohyeon Nam, Jinwoong Kim, Beomseok Nam
"Parallel Tree Traversal for Nearest Neighbor Query on the GPU"
45th International Conference on Parallel Processing
(ICPP), (21% a/r),
Philadelphia, PA, USA, Aug. 2016.
Wook-Hee Kim, Jinwoong Kim, Woongki Baek, Beomseok Nam, and Youjip Won
"NVWAL: Exploiting NVRAM in Write-Ahead-Logging"
21st International Conference on Architectural Support for Programming Languages and Operating Systems
Atlanta, GA, USA, Apr. 2016.
Jinwoong Kim, Sehoon Lee, Joong-Youn Lee, Beomseok Nam, and Min Ah Kim
"GLOVE: An Interactive Visualization Service Framework with Multi-Dimensional Indexing on the GPU"
27th International Conference for High Performance Computing, Networking, Storage and Analysis,(SC), Poster
Austin, TX, Nov. 2015.
Jinwoong Kim, Won-Ki Jeong, and Beomseok Nam
"Exploiting Massive Parallelism for Indexing Multi-dimensional Datasets on the GPU"
IEEE Transactions on Parallel and Distributed Systems (TPDS),
Vol. 26, No. 8, pp 2258-2271, Aug. 2015.
(Selected as the featured paper of Aug. 2015 issue)
Youngmoon Eom, Jinwoong Kim, and Beomseok Nam
"Multi-dimensional Multiple Query Scheduling with Distributed Semantic Caching Framework"
Vol. 18, No. 3, pp 1141-1156, Springer, Jun. 2015.
Youngmoon Eom, Jinwoong Kim, Deukyeon Hwang, Jaewon Kwak, Minho Shin, Beomseok Nam
"Improving Multi-dimensional Query Processing with Data Migration in Distributed Cache Infrastructure"
21st IEEE International Conference on High Performance Computing (HiPC) (23% a/r)
Goa, India, Dec. 2014. [PDF]
Youngmoon Eom, Jonghwan Moon, Jinwoong Kim, and Beomseok Nam
"Collaborative Multi-dimensional Dataset Processing with Distributed Cache Infrastructure in the Cloud"
2nd International Workshop on Autonomic Management of Grid and Cloud Computing (AMGCC)
(in conjunction with IEEE CAC 2014)
London, UK, Sep. 2014.
Jinwoong Kim,Sul-Gi Kim, and Beomseok Nam
"Parallel Multi-dimensional Range Query Processing with R-Trees on GPU"
Journal of Parallel and Distributed Computing (JPDC),Vol. 73, Issue 8, pp 1195-1207, Elsevier, Aug. 2013.
Beomseok Nam, Deukyeon Hwang, Jinwoong Kim, and Minho Shin
"High-Throughput Query Scheduling with Spatial Clustering based on Distributed Exponential Moving Average"
Special issue on data intensive eScience, Distributed and Parallel Databases
(DAPD), Vol. 30, Issue 5-6, pp 401-414, Springer, Jun. 2012.
Jinwoong Kim, Sumin Hong, and Beomseok Nam
"A Performance Study of Traversing Spatial Indexing Structures in Parallel on GPU"
3rd International Workshop on Frontier of GPU Computing
(in conjunction with HPCC)
Liverpool, UK, June 2012.