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Seung Woo Son 0001
Seung-Woo Son 0001
Person information
- affiliation: University of Massachusetts Lowell, Electrical & Computer Engineering Department, MA, USA
- affiliation (former): Northwestern University, Electrical Engineering and Computer Science Department, Evanston, IL, USA
- affiliation (former): Argonne National Laboratory, Mathematics and Computer Science Division, Lemont, IL, USA
- affiliation (former): Pennsylvania State University, Department of Computer Science and Engineering, PA, USA
- affiliation (former): Electronics and Telecommunications Research Institute (ETRI), Daegu, South Korea
Other persons with the same name
- Seung Woo Son (aka: Seung-Woo Son, Seungwoo Son) — disambiguation page
- Seung Woo Son 0002 — University of California, Berkeley, Department of EECS, CA, USA
- Seung-Woo Son 0003 — Hanyang University, Department of Applied Physics, Ansan, Korea (and 2 more)
- Seung-Woo Son 0004 — Korea Advanced Institute of Science and Technology, KAIST, Human-Robot Interaction Research Center, Telerobotics & Control Laboratory, Daejeon, Korea
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2020 – today
- 2023
- [c62]Jungeun Yoon, Aekyeung Moon, Seung Woo Son:
Outlier Elimination and Reliability Assessment for Peak and Declining Time Series Datasets. ICDM (Workshops) 2023: 593-600 - 2022
- [c61]Jiaxi Chen, Aekyeung Moon, Seung Woo Son:
Towards Guaranteeing Error Bound in DCT-based Lossy Compression. IEEE Big Data 2022: 3139-3145 - [c60]Aekyeung Moon, Seung Woo Son, Hyson Kim, Minjun Kim:
Lossy Predictive Models for Accurate Classification Algorithms. IEEE Big Data 2022: 4576-4582 - [c59]Aekyeung Moon, Jiaxi Chen, Seung Woo Son, Minjun Kim:
Characterization of Transform-Based Lossy Compression for HPC Datasets. DRBSD@SC 2022: 56-62 - 2021
- [c58]Xiaoyan Zhuo, Aekyeung Moon, Jialing Zhang, Seung Woo Son:
Cascaded Dimension Reduction for Effective Anomaly Detection. IEEE BigData 2021: 4480-4490 - [c57]Jialing Zhang, Jiaxi Chen, Xiaoyan Zhuo, Aekyeung Moon, Seung Woo Son:
DPZ: Improving Lossy Compression Ratio with Information Retrieval on Scientific Data. CLUSTER 2021: 320-331 - 2020
- [c56]Aekyeung Moon, Xiaoyan Zhuo, Jialing Zhang, Seung Woo Son, Yun Jeong Song:
Anomaly Detection in Edge Nodes using Sparsity Profile. IEEE BigData 2020: 1236-1245 - [c55]Aekyeung Moon, Seung Woo Son, Jiuk Jung
, Yun Jeong Song:
Understanding Bit-Error Trade-off of Transform-based Lossy Compression on Electrocardiogram Signals. IEEE BigData 2020: 3494-3499 - [c54]Xiaoyan Zhuo, Iman Nandi, Taha Azzaoui, Seung Woo Son:
A Neural Network-Based Optimal Tile Size Selection Model for Embedded Vision Applications. HPCC/DSS/SmartCity 2020: 607-612 - [c53]Jialing Zhang, Jiaxi Chen, Aekyeung Moon, Xiaoyan Zhuo, Seung Woo Son:
Bit-Error Aware Quantization for DCT-based Lossy Compression. HPEC 2020: 1-7
2010 – 2019
- 2019
- [c52]Aekyeung Moon, Xiaoyan Zhuo, Jialing Zhang, Seung Woo Son:
AD2: Improving Quality of IoT Data through Compressive Anomaly Detection. IEEE BigData 2019: 1662-1668 - [c51]Jialing Zhang, Aekyeung Moon, Xiaoyan Zhuo, Seung Woo Son:
Towards Improving Rate-Distortion Performance of Transform-Based Lossy Compression for HPC Datasets. HPEC 2019: 1-7 - [c50]Jialing Zhang, Xiaoyan Zhuo, Aekyeung Moon, Hang Liu, Seung Woo Son:
Efficient Encoding and Reconstruction of HPC Datasets for Checkpoint/Restart. MSST 2019: 79-91 - 2018
- [j10]Aekyeung Moon, Jaeyoung Kim, Jialing Zhang, Seung Woo Son:
Evaluating fidelity of lossy compression on spatiotemporal data from an IoT enabled smart farm. Comput. Electron. Agric. 154: 304-313 (2018) - [i2]Hang Liu, Yufei Ding, Da Zheng, Seung Woo Son, Da Yan:
Challenges Towards Deploying Data Intensive Scientific Applications on Extreme Heterogeneity Supercomputers. CoRR abs/1804.09738 (2018) - 2017
- [j9]Seung Woo Son, Saba Sehrish
Reducing I/O variability using dynamic I/O path characterization in petascale storage systems. J. Supercomput. 73(5): 2069-2097 (2017) - [c49]Aekyeung Moon, Jaeyoung Kim, Jialing Zhang, Hang Liu, Seung Woo Son:
Understanding the impact of lossy compressions on IoT smart farm analytics. IEEE BigData 2017: 4602-4611 - [c48]Xiaoyan Zhuo, Jialing Zhang, Seung Woo Son:
Network intrusion detection using word embeddings. IEEE BigData 2017: 4686-4695 - [c47]Aekyeung Moon, Jaeyoung Kim, Jialing Zhang, Seung Woo Son:
Lossy compression on IoT big data by exploiting spatiotemporal correlation. HPEC 2017: 1-7 - [i1]Zheng Yuan, William Hendrix, Seung Woo Son, Christoph Federrath, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary:
Parallel Implementation of Lossy Data Compression for Temporal Data Sets. CoRR abs/1703.02438 (2017) - 2016
- [c46]Zheng Yuan, William Hendrix, Seung Woo Son, Christoph Federrath
Parallel Implementation of Lossy Data Compression for Temporal Data Sets. HiPC 2016: 62-71 - 2015
- [j8]Seong Jo Kim, Yuanrui Zhang, Seung Woo Son, Mahmut T. Kandemir, Wei-keng Liao
IOPro: a parallel I/O profiling and visualization framework for high-performance storage systems. J. Supercomput. 71(3): 840-870 (2015) - [c45]Lu He, Yan Luo, Rui Liu, Hengyong Yu
Bisection and twisted SVD on GPU. HPEC 2015: 1-7 - 2014
- [j7]Seung Woo Son, Zhengzhang Chen
Data Compression for the Exascale Computing Era - Survey. Supercomput. Front. Innov. 1(2): 76-88 (2014) - [c44]Zhengzhang Chen
NUMARCK: Machine Learning Algorithm for Resiliency and Checkpointing. SC 2014: 733-744 - 2013
- [j6]Wei Ding, Yuanrui Zhang, Mahmut T. Kandemir, Seung Woo Son:
Compiler-directed file layout optimization for hierarchical storage systems. Sci. Program. 21(3-4): 65-78 (2013) - [c43]Seung Woo Son, Saba Sehrish, Wei-keng Liao
Dynamic file striping and data layout transformation on parallel system with fluctuating I/O workload. CLUSTER 2013: 1-8 - [c42]Saba Sehrish, Seung Woo Son, Wei-keng Liao
Improving collective I/O performance by pipelining request aggregation and file access. EuroMPI 2013: 37-42 - 2012
- [c41]Seong Jo Kim, Seung Woo Son, Wei-keng Liao
IOPin: Runtime Profiling of Parallel I/O in HPC Systems. SC Companion 2012: 18-23 - [c40]Wei Ding, Yuanrui Zhang, Mahmut T. Kandemir, Seung Woo Son:
Compiler-directed file layout optimization for hierarchical storage systems. SC 2012: 41 - 2011
- [c39]Mahmut T. Kandemir, Shekhar Srikantaiah, Seung Woo Son:
Improving shared cache behavior of multithreaded object-oriented applications in multicores. ICCAD 2011: 118-125 - [c38]Wittawat Tantisiriroj, Seung Woo Son, Swapnil Patil, Samuel Lang, Garth Gibson
On the duality of data-intensive file system design: reconciling HDFS and PVFS. SC 2011: 67:1-67:12 - 2010
- [c37]Justin M. Wozniak, Seung Woo Son, Robert B. Ross:
Distributed object storage rebuild analysis via simulation with GOBS. DSN Workshops 2010: 23-28 - [c36]Mahmut T. Kandemir, Sai Prashanth Muralidhara, Mustafa Karaköy, Seung Woo Son:
Computation mapping for multi-level storage cache hierarchies. HPDC 2010: 179-190 - [c35]Christina M. Patrick, Mahmut T. Kandemir, Mustafa Karaköy, Seung Woo Son, Alok N. Choudhary:
Cashing in on hints for better prefetching and caching in PVFS and MPI-IO. HPDC 2010: 191-202 - [c34]Seung Woo Son, Samuel Lang, Philip H. Carns, Robert B. Ross, Rajeev Thakur
Enabling active storage on parallel I/O software stacks. MSST 2010: 1-12 - [c33]Seong Jo Kim, Yuanrui Zhang, Seung Woo Son, Ramya Prabhakar, Mahmut T. Kandemir, Christina M. Patrick, Wei-keng Liao
Automated Tracing of I/O Stack. EuroMPI 2010: 72-81
2000 – 2009
- 2009
- [j5]Ozcan Ozturk, Mahmut T. Kandemir, Seung Woo Son, Ibrahim Kolcu:
Shared scratch pad memory space management across applications. Int. J. Embed. Syst. 4(1): 54-65 (2009) - [c32]Seung Woo Son, Mahmut T. Kandemir, Yuanrui Zhang, Rajat Garg:
Topology-Aware I/O Caching for Shared Storage Systems. PDCCS 2009: 143-150 - [c31]Rajat Garg, Seung Woo Son, Mahmut T. Kandemir, Padma Raghavan, Ramya Prabhakar:
Markov Model Based Disk Power Management for Data Intensive Workloads. CCGRID 2009: 76-83 - [c30]Christina M. Patrick, Rajat Garg, Seung Woo Son, Mahmut T. Kandemir:
Improving I/O performance using soft-QoS-based dynamic storage cache partitioning. CLUSTER 2009: 1-10 - [c29]Seung Woo Son, Mahmut T. Kandemir, Mustafa Karaköy, Dhruva R. Chakrabarti:
A compiler-directed data prefetching scheme for chip multiprocessors. PPoPP 2009: 209-218 - [c28]Justin M. Wozniak, Bryan Jacobs, Robert Latham, Samuel Lang, Seung Woo Son, Robert B. Ross:
Implementing Reliable Data Structures for MPI Services in High Component Count Systems. PVM/MPI 2009: 321-322 - 2008
- [j4]Christina M. Patrick, Seung Woo Son, Mahmut T. Kandemir:
Comparative evaluation of overlap strategies with study of I/O overlap in MPI-IO. ACM SIGOPS Oper. Syst. Rev. 42(6): 43-49 (2008) - [c27]Seung Woo Son, Sai Prashanth Muralidhara, Ozcan Ozturk, Mahmut T. Kandemir, Ibrahim Kolcu, Mustafa Karaköy:
Profiler and compiler assisted adaptive I/O prefetching for shared storage caches. PACT 2008: 112-121 - [c26]Guangyu Chen, Feihui Li, Seung Woo Son, Mahmut T. Kandemir:
Application mapping for chip multiprocessors. DAC 2008: 620-625 - [c25]Mahmut T. Kandemir, Seung Woo Son, Mustafa Karaköy:
Improving I/O Performance of Applications through Compiler-Directed Code Restructuring. FAST 2008: 159-174 - [c24]Seung Woo Son, Mahmut T. Kandemir, Mustafa Karaköy:
Improving I/O performance through compiler-directed code restructuring and adaptive prefetching. IPDPS 2008: 1-5 - [c23]Christina M. Patrick, Seung Woo Son, Mahmut T. Kandemir:
Enhancing the performance of MPI-IO applications by overlapping I/O, computation and communication. PPoPP 2008: 277-278 - [c22]Mahmut T. Kandemir, Feihui Li, Mary Jane Irwin, Seung Woo Son:
A novel migration-based NUCA design for chip multiprocessors. SC 2008: 28 - [c21]Ozcan Ozturk, Seung Woo Son, Mahmut T. Kandemir, Mustafa Karaköy:
Prefetch throttling and data pinning for improving performance of shared caches. SC 2008: 59 - 2007
- [j3]Seung Woo Son, Mahmut T. Kandemir:
A Prefetching Algorithm for Multi-speed Disks. Trans. High Perform. Embed. Archit. Compil. 1: 317-340 (2007) - [j2]Seung Woo Son, Konrad Malkowski, Guilin Chen, Mahmut T. Kandemir, Padma Raghavan:
Reducing energy consumption of parallel sparse matrix applications through integrated link/CPU voltage scaling. J. Supercomput. 41(3): 179-213 (2007) - [j1]Seung Woo Son, Guangyu Chen, Ozcan Ozturk, Mahmut T. Kandemir, Alok N. Choudhary:
Compiler-Directed Energy Optimization for Parallel Disk Based Systems. IEEE Trans. Parallel Distributed Syst. 18(9): 1241-1257 (2007) - [c20]Seung Woo Son, Mahmut T. Kandemir:
Integrated Data Reorganization and Disk Mapping for Reducing Disk Energy Consumption. CCGRID 2007: 557-564 - [c19]Seung Woo Son, Mahmut T. Kandemir:
Runtime system support for software-guided disk power management. CLUSTER 2007: 139-148 - [c18]Mahmut T. Kandemir, Taylan Yemliha, Seung Woo Son, Ozcan Ozturk:
Memory bank aware dynamic loop scheduling. DATE 2007: 1671-1676 - [c17]Mahmut T. Kandemir, Seung Woo Son, Mustafa Karaköy:
Improving disk reuse for reducing power consumption. ISLPED 2007: 129-134 - [c16]Ozcan Ozturk, Mahmut T. Kandemir, Seung Woo Son:
An ilp based approach to reducing energy consumption in nocbased CMPS. ISLPED 2007: 411-414 - [c15]Ramya Prabhakar, Seung Woo Son, Christina M. Patrick, Sri Hari Krishna Narayanan, Mahmut T. Kandemir:
Securing Disk-Resident Data through Application Level Encryption. IEEE Security in Storage Workshop 2007: 46-57 - 2006
- [c14]Seung Woo Son, Guangyu Chen, Mahmut T. Kandemir, Feihui Li:
Energy savings through embedded processing on disk system. ASP-DAC 2006: 128-133 - [c13]Seung Woo Son, Mahmut T. Kandemir:
Energy-aware data prefetching for multi-speed disks. Conf. Computing Frontiers 2006: 105-114 - [c12]Seung Woo Son, Guangyu Chen, Mahmut T. Kandemir:
A Compiler-Guided Approach for Reducing Disk Power Consumption by Exploiting Disk Access Locality. CGO 2006: 256-268 - [c11]Ozcan Ozturk, Mahmut T. Kandemir, Seung Woo Son, Mustafa Karaköy:
Selective code/data migration for reducing communication energy in embedded MpSoC architectures. ACM Great Lakes Symposium on VLSI 2006: 386-391 - [c10]Seung Woo Son, Konrad Malkowski, Guilin Chen, Mahmut T. Kandemir, Padma Raghavan:
Integrated link/CPU voltage scaling for reducing energy consumption of parallel sparse matrix applications. IPDPS 2006 - [c9]Mahmut T. Kandemir, Seung Woo Son:
Reducing power through compiler-directed barrier synchronization elimination. ISLPED 2006: 354-357 - 2005
- [c8]Sri Hari Krishna Narayanan, Seung Woo Son, Mahmut T. Kandemir, Feihui Li:
Using loop invariants to fight soft errors in data caches. ASP-DAC 2005: 1317-1320 - [c7]Seung Woo Son, Guangyu Chen, Mahmut T. Kandemir:
Disk layout optimization for reducing energy consumption. ICS 2005: 274-283 - [c6]Kenin Coloma, Alok N. Choudhary, Avery Ching, Wei-keng Liao, Seung Woo Son, Mahmut T. Kandemir, Lee Ward:
Power and Performance in I/O for Scientific Applications. IPDPS 2005 - [c5]Seung Woo Son, Mahmut T. Kandemir, Alok N. Choudhary:
Software-Directed Disk Power Management for Scientific Applications. IPDPS 2005 - [c4]Mahmut T. Kandemir, Seung Woo Son, Guangyu Chen:
An evaluation of code and data optimizations in the context of disk power reduction. ISLPED 2005: 209-214 - [c3]Seung Woo Son, Guangyu Chen, Mahmut T. Kandemir:
Power-aware code scheduling for clusters of active disks. ISLPED 2005: 293-298 - [c2]Seung Woo Son, Guangyu Chen, Mahmut T. Kandemir, Alok N. Choudhary:
Dynamic Compilation for Reducing Energy Consumption of I/O-Intensive Applications. LCPC 2005: 450-457 - [c1]Seung Woo Son, Guangyu Chen, Mahmut T. Kandemir, Alok N. Choudhary:
Exposing disk layout to compiler for reducing energy consumption of parallel disk based systems. PPoPP 2005: 174-185
Coauthor Index
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