Seung Woo Son

According to our database, Seung Woo Son authored at least 72 papers between 2005 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Outlier Elimination and Reliability Assessment for Peak and Declining Time Series Datasets.

Jungeun Yoon, Aekyeung Moon, Seung Woo Son

Proceedings of the IEEE International Conference on Data Mining, 2023

2022

Characterization of Transform-Based Lossy Compression for HPC Datasets.

Aekyeung Moon, Jiaxi Chen, Seung Woo Son, Minjun Kim

Proceedings of the 8th IEEE/ACM International Workshop on Data Analysis and Reduction for Big Scientific Data, 2022

Lossy Predictive Models for Accurate Classification Algorithms.

Aekyeung Moon, Seung Woo Son, Hyson Kim, Minjun Kim

Proceedings of the IEEE International Conference on Big Data, 2022

Towards Guaranteeing Error Bound in DCT-based Lossy Compression.

Jiaxi Chen, Aekyeung Moon, Seung Woo Son

Proceedings of the IEEE International Conference on Big Data, 2022

2021

DPZ: Improving Lossy Compression Ratio with Information Retrieval on Scientific Data.

Jialing Zhang, Jiaxi Chen, Xiaoyan Zhuo, Aekyeung Moon, Seung Woo Son

Proceedings of the IEEE International Conference on Cluster Computing, 2021

Cascaded Dimension Reduction for Effective Anomaly Detection.

Xiaoyan Zhuo, Aekyeung Moon, Jialing Zhang, Seung Woo Son

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

Bit-Error Aware Quantization for DCT-based Lossy Compression.

Jialing Zhang, Jiaxi Chen, Aekyeung Moon, Xiaoyan Zhuo, Seung Woo Son

Proceedings of the 2020 IEEE High Performance Extreme Computing Conference, 2020

A Neural Network-Based Optimal Tile Size Selection Model for Embedded Vision Applications.

Xiaoyan Zhuo, Iman Nandi, Taha Azzaoui, Seung Woo Son

Proceedings of the 22nd IEEE International Conference on High Performance Computing and Communications; 18th IEEE International Conference on Smart City; 6th IEEE International Conference on Data Science and Systems, 2020

Anomaly Detection in Edge Nodes using Sparsity Profile.

Aekyeung Moon, Xiaoyan Zhuo, Jialing Zhang, Seung Woo Son, Yun Jeong Song

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Understanding Bit-Error Trade-off of Transform-based Lossy Compression on Electrocardiogram Signals.

Aekyeung Moon, Seung Woo Son, Jiuk Jung, Yun Jeong Song

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

Efficient Encoding and Reconstruction of HPC Datasets for Checkpoint/Restart.

Jialing Zhang, Xiaoyan Zhuo, Aekyeung Moon, Hang Liu, Seung Woo Son

Proceedings of the 35th Symposium on Mass Storage Systems and Technologies, 2019

Towards Improving Rate-Distortion Performance of Transform-Based Lossy Compression for HPC Datasets.

Jialing Zhang, Aekyeung Moon, Xiaoyan Zhuo, Seung Woo Son

Proceedings of the 2019 IEEE High Performance Extreme Computing Conference, 2019

AD²: Improving Quality of IoT Data through Compressive Anomaly Detection.

Aekyeung Moon, Xiaoyan Zhuo, Jialing Zhang, Seung Woo Son

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018

Challenges Towards Deploying Data Intensive Scientific Applications on Extreme Heterogeneity Supercomputers.

Hang Liu, Yufei Ding, Da Zheng, Seung Woo Son, Da Yan

CoRR, 2018

Evaluating fidelity of lossy compression on spatiotemporal data from an IoT enabled smart farm.

Aekyeung Moon, Jaeyoung Kim, Jialing Zhang, Seung Woo Son

Comput. Electron. Agric., 2018

2017

Reducing I/O variability using dynamic I/O path characterization in petascale storage systems.

Seung Woo Son, Saba Sehrish, Wei-keng Liao, Ron A. Oldfield, Alok N. Choudhary

J. Supercomput., 2017

Lossy compression on IoT big data by exploiting spatiotemporal correlation.

Aekyeung Moon, Jaeyoung Kim, Jialing Zhang, Seung Woo Son

Proceedings of the 2017 IEEE High Performance Extreme Computing Conference, 2017

Network intrusion detection using word embeddings.

Xiaoyan Zhuo, Jialing Zhang, Seung Woo Son

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

Understanding the impact of lossy compressions on IoT smart farm analytics.

Aekyeung Moon, Jaeyoung Kim, Jialing Zhang, Hang Liu, Seung Woo Son

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016

Parallel Implementation of Lossy Data Compression for Temporal Data Sets.

Zheng Yuan, William Hendrix, Seung Woo Son, Christoph Federrath, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary

Proceedings of the 23rd IEEE International Conference on High Performance Computing, 2016

2015

IOPro: a parallel I/O profiling and visualization framework for high-performance storage systems.

Seong Jo Kim, Yuanrui Zhang, Seung Woo Son, Mahmut T. Kandemir, Wei-keng Liao, Rajeev Thakur, Alok N. Choudhary

J. Supercomput., 2015

Bisection and twisted SVD on GPU.

Lu He, Yan Luo, Rui Liu, Hengyong Yu, Yu Cao, Xuzhou Chen, Seung Woo Son

Proceedings of the 2015 IEEE High Performance Extreme Computing Conference, 2015

2014

Data Compression for the Exascale Computing Era - Survey.

Seung Woo Son, Zhengzhang Chen, William Hendrix, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary

Supercomput. Front. Innov., 2014

NUMARCK: Machine Learning Algorithm for Resiliency and Checkpointing.

Zhengzhang Chen, Seung Woo Son, William Hendrix, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary

Proceedings of the International Conference for High Performance Computing, 2014

2013

Compiler-directed file layout optimization for hierarchical storage systems.

Wei Ding, Yuanrui Zhang, Mahmut T. Kandemir, Seung Woo Son

Sci. Program., 2013

Improving collective I/O performance by pipelining request aggregation and file access.

Saba Sehrish, Seung Woo Son, Wei-keng Liao, Alok N. Choudhary, Karen Schuchardt

Proceedings of the 20th European MPI Users's Group Meeting, 2013

Dynamic file striping and data layout transformation on parallel system with fluctuating I/O workload.

Seung Woo Son, Saba Sehrish, Wei-keng Liao, Ron A. Oldfield, Alok N. Choudhary

Proceedings of the 2013 IEEE International Conference on Cluster Computing, 2013

2012

IOPin: Runtime Profiling of Parallel I/O in HPC Systems.

Seong Jo Kim, Seung Woo Son, Wei-keng Liao, Mahmut T. Kandemir, Rajeev Thakur, Alok N. Choudhary

Proceedings of the 2012 SC Companion: High Performance Computing, 2012

2011

On the duality of data-intensive file system design: reconciling HDFS and PVFS.

Wittawat Tantisiriroj, Seung Woo Son, Swapnil Patil, Samuel Lang, Garth Gibson, Robert B. Ross

Proceedings of the Conference on High Performance Computing Networking, 2011

Improving shared cache behavior of multithreaded object-oriented applications in multicores.

Mahmut T. Kandemir, Shekhar Srikantaiah, Seung Woo Son

Proceedings of the 2011 IEEE/ACM International Conference on Computer-Aided Design, 2011

2010

Automated Tracing of I/O Stack.

Seong Jo Kim, Yuanrui Zhang, Seung Woo Son, Ramya Prabhakar, Mahmut T. Kandemir, Christina M. Patrick, Wei-keng Liao, Alok N. Choudhary

Proceedings of the Recent Advances in the Message Passing Interface, 2010

Enabling active storage on parallel I/O software stacks.

Seung Woo Son, Samuel Lang, Philip H. Carns, Robert B. Ross, Rajeev Thakur, Berkin Özisikyilmaz, Prabhat Kumar, Wei-keng Liao, Alok N. Choudhary

Proceedings of the IEEE 26th Symposium on Mass Storage Systems and Technologies, 2010

Cashing in on hints for better prefetching and caching in PVFS and MPI-IO.

Christina M. Patrick, Mahmut T. Kandemir, Mustafa Karaköy, Seung Woo Son, Alok N. Choudhary

Proceedings of the 19th ACM International Symposium on High Performance Distributed Computing, 2010

Computation mapping for multi-level storage cache hierarchies.

Mahmut T. Kandemir, Sai Prashanth Muralidhara, Mustafa Karaköy, Seung Woo Son

Proceedings of the 19th ACM International Symposium on High Performance Distributed Computing, 2010

Distributed object storage rebuild analysis via simulation with GOBS.

Justin M. Wozniak, Seung Woo Son, Robert B. Ross

Proceedings of the IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W 2010), Chicago, Illinois, USA, June 28, 2010

2009

Shared scratch pad memory space management across applications.

Ozcan Ozturk, Mahmut T. Kandemir, Seung Woo Son, Ibrahim Kolcu

Int. J. Embed. Syst., 2009

Implementing Reliable Data Structures for MPI Services in High Component Count Systems.

Justin M. Wozniak, Bryan Jacobs, Robert Latham, Samuel Lang, Seung Woo Son, Robert B. Ross

Proceedings of the Recent Advances in Parallel Virtual Machine and Message Passing Interface, 2009

A compiler-directed data prefetching scheme for chip multiprocessors.

Seung Woo Son, Mahmut T. Kandemir, Mustafa Karaköy, Dhruva R. Chakrabarti

Proceedings of the 14th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2009

Improving I/O performance using soft-QoS-based dynamic storage cache partitioning.

Christina M. Patrick, Rajat Garg, Seung Woo Son, Mahmut T. Kandemir

Proceedings of the 2009 IEEE International Conference on Cluster Computing, August 31, 2009

Markov Model Based Disk Power Management for Data Intensive Workloads.

Rajat Garg, Seung Woo Son, Mahmut T. Kandemir, Padma Raghavan, Ramya Prabhakar

Proceedings of the 9th IEEE/ACM International Symposium on Cluster Computing and the Grid, 2009

Topology-Aware I/O Caching for Shared Storage Systems.

Seung Woo Son, Mahmut T. Kandemir, Yuanrui Zhang, Rajat Garg

Proceedings of the 22nd International Conference on Parallel and Distributed Computing and Communication Systems, 2009

2008

Comparative evaluation of overlap strategies with study of I/O overlap in MPI-IO.

Christina M. Patrick, Seung Woo Son, Mahmut T. Kandemir

ACM SIGOPS Oper. Syst. Rev., 2008

Prefetch throttling and data pinning for improving performance of shared caches.

Ozcan Ozturk, Seung Woo Son, Mahmut T. Kandemir, Mustafa Karaköy

Proceedings of the ACM/IEEE Conference on High Performance Computing, 2008

A novel migration-based NUCA design for chip multiprocessors.

Mahmut T. Kandemir, Feihui Li, Mary Jane Irwin, Seung Woo Son

Proceedings of the ACM/IEEE Conference on High Performance Computing, 2008

Enhancing the performance of MPI-IO applications by overlapping I/O, computation and communication.

Christina M. Patrick, Seung Woo Son, Mahmut T. Kandemir

Proceedings of the 13th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2008

Improving I/O performance through compiler-directed code restructuring and adaptive prefetching.

Seung Woo Son, Mahmut T. Kandemir, Mustafa Karaköy

Proceedings of the 22nd IEEE International Symposium on Parallel and Distributed Processing, 2008

Improving I/O Performance of Applications through Compiler-Directed Code Restructuring.

Mahmut T. Kandemir, Seung Woo Son, Mustafa Karaköy

Proceedings of the 6th USENIX Conference on File and Storage Technologies, 2008

Application mapping for chip multiprocessors.

Guangyu Chen, Feihui Li, Seung Woo Son, Mahmut T. Kandemir

Proceedings of the 45th Design Automation Conference, 2008

Profiler and compiler assisted adaptive I/O prefetching for shared storage caches.

Seung Woo Son, Sai Prashanth Muralidhara, Ozcan Ozturk, Mahmut T. Kandemir, Ibrahim Kolcu, Mustafa Karaköy

Proceedings of the 17th International Conference on Parallel Architectures and Compilation Techniques, 2008

2007

Compiler-Directed Energy Optimization for Parallel Disk Based Systems.

Seung Woo Son, Guangyu Chen, Ozcan Ozturk, Mahmut T. Kandemir, Alok N. Choudhary

IEEE Trans. Parallel Distributed Syst., 2007

Reducing energy consumption of parallel sparse matrix applications through integrated link/CPU voltage scaling.

Seung Woo Son, Konrad Malkowski, Guilin Chen, Mahmut T. Kandemir, Padma Raghavan

J. Supercomput., 2007

A Prefetching Algorithm for Multi-speed Disks.

Seung Woo Son, Mahmut T. Kandemir

Trans. High Perform. Embed. Archit. Compil., 2007

Securing Disk-Resident Data through Application Level Encryption.

Ramya Prabhakar, Seung Woo Son, Christina M. Patrick, Sri Hari Krishna Narayanan, Mahmut T. Kandemir

Proceedings of the Fourth International IEEE Security in Storage Workshop, 2007

An ilp based approach to reducing energy consumption in nocbased CMPS.

Ozcan Ozturk, Mahmut T. Kandemir, Seung Woo Son

Proceedings of the 2007 International Symposium on Low Power Electronics and Design, 2007

Improving disk reuse for reducing power consumption.

Mahmut T. Kandemir, Seung Woo Son, Mustafa Karaköy

Proceedings of the 2007 International Symposium on Low Power Electronics and Design, 2007

Memory bank aware dynamic loop scheduling.

Mahmut T. Kandemir, Taylan Yemliha, Seung Woo Son, Ozcan Ozturk

Proceedings of the 2007 Design, Automation and Test in Europe Conference and Exposition, 2007

Runtime system support for software-guided disk power management.

Seung Woo Son, Mahmut T. Kandemir

Proceedings of the 2007 IEEE International Conference on Cluster Computing, 2007

Integrated Data Reorganization and Disk Mapping for Reducing Disk Energy Consumption.

Seung Woo Son, Mahmut T. Kandemir

Proceedings of the Seventh IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2007), 2007

2006

Reducing power through compiler-directed barrier synchronization elimination.

Mahmut T. Kandemir, Seung Woo Son

Proceedings of the 2006 International Symposium on Low Power Electronics and Design, 2006

Integrated link/CPU voltage scaling for reducing energy consumption of parallel sparse matrix applications.

Seung Woo Son, Konrad Malkowski, Guilin Chen, Mahmut T. Kandemir, Padma Raghavan

Proceedings of the 20th International Parallel and Distributed Processing Symposium (IPDPS 2006), 2006

Selective code/data migration for reducing communication energy in embedded MpSoC architectures.

Ozcan Ozturk, Mahmut T. Kandemir, Seung Woo Son, Mustafa Karaköy

Proceedings of the 16th ACM Great Lakes Symposium on VLSI 2006, Philadelphia, PA, USA, April 30, 2006

A Compiler-Guided Approach for Reducing Disk Power Consumption by Exploiting Disk Access Locality.

Seung Woo Son, Guangyu Chen, Mahmut T. Kandemir

Proceedings of the Fourth IEEE/ACM International Symposium on Code Generation and Optimization (CGO 2006), 2006

Energy-aware data prefetching for multi-speed disks.

Seung Woo Son, Mahmut T. Kandemir

Proceedings of the Third Conference on Computing Frontiers, 2006

Energy savings through embedded processing on disk system.

Seung Woo Son, Guangyu Chen, Mahmut T. Kandemir, Feihui Li

Proceedings of the 2006 Conference on Asia South Pacific Design Automation: ASP-DAC 2006, 2006

2005

Exposing disk layout to compiler for reducing energy consumption of parallel disk based systems.

Seung Woo Son, Guangyu Chen, Mahmut T. Kandemir, Alok N. Choudhary

Proceedings of the ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2005

Dynamic Compilation for Reducing Energy Consumption of I/O-Intensive Applications.

Seung Woo Son, Guangyu Chen, Mahmut T. Kandemir, Alok N. Choudhary

Proceedings of the Languages and Compilers for Parallel Computing, 2005

Power-aware code scheduling for clusters of active disks.

Seung Woo Son, Guangyu Chen, Mahmut T. Kandemir

Proceedings of the 2005 International Symposium on Low Power Electronics and Design, 2005

An evaluation of code and data optimizations in the context of disk power reduction.

Mahmut T. Kandemir, Seung Woo Son, Guangyu Chen

Proceedings of the 2005 International Symposium on Low Power Electronics and Design, 2005

Software-Directed Disk Power Management for Scientific Applications.

Seung Woo Son, Mahmut T. Kandemir, Alok N. Choudhary

Proceedings of the 19th International Parallel and Distributed Processing Symposium (IPDPS 2005), 2005

Power and Performance in I/O for Scientific Applications.

Kenin Coloma, Alok N. Choudhary, Avery Ching, Wei-keng Liao, Seung Woo Son, Mahmut T. Kandemir, Lee Ward

Proceedings of the 19th International Parallel and Distributed Processing Symposium (IPDPS 2005), 2005

Disk layout optimization for reducing energy consumption.

Seung Woo Son, Guangyu Chen, Mahmut T. Kandemir

Proceedings of the 19th Annual International Conference on Supercomputing, 2005

Using loop invariants to fight soft errors in data caches.

Sri Hari Krishna Narayanan, Seung Woo Son, Mahmut T. Kandemir, Feihui Li

Proceedings of the 2005 Conference on Asia South Pacific Design Automation, 2005