Using loop invariants to fight soft errors in data caches. - Sri Hari Krishna Narayanan; Seung Woo Son 001; Mahmut T. Kandemir; Feihui Li (ASP-DAC, 2005)

Disk layout optimization for reducing energy consumption. - Seung Woo Son 001; Guangyu Chen; Mahmut T. Kandemir (ICS, 2005)

Power and Performance in I/O for Scientific Applications. - Kenin Coloma; Alok N. Choudhary; Avery Ching; Wei-keng Liao; Seung Woo Son 001; Mahmut T. Kandemir; Lee Ward (IPDPS, 2005)

Software-Directed Disk Power Management for Scientific Applications. - Seung Woo Son 001; Mahmut T. Kandemir; Alok N. Choudhary (IPDPS, 2005)

An evaluation of code and data optimizations in the context of disk power reduction. - Mahmut T. Kandemir; Seung Woo Son 001; Guangyu Chen (ISLPED, 2005)

Power-aware code scheduling for clusters of active disks. - Seung Woo Son 001; Guangyu Chen; Mahmut T. Kandemir (ISLPED, 2005)

Dynamic Compilation for Reducing Energy Consumption of I/O-Intensive Applications. - Seung Woo Son 001; Guangyu Chen; Mahmut T. Kandemir; Alok N. Choudhary (LCPC, 2005)

Exposing disk layout to compiler for reducing energy consumption of parallel disk based systems. - Seung Woo Son 001; Guangyu Chen; Mahmut T. Kandemir; Alok N. Choudhary (PPoPP, 2005)

Energy savings through embedded processing on disk system. - Seung Woo Son 001; Guangyu Chen; Mahmut T. Kandemir; Feihui Li (ASP-DAC, 2006)

Energy-aware data prefetching for multi-speed disks. - Seung Woo Son 001; Mahmut T. Kandemir (Conf. Computing Frontiers, 2006)

A Compiler-Guided Approach for Reducing Disk Power Consumption by Exploiting Disk Access Locality. - Seung Woo Son 001; Guangyu Chen; Mahmut T. Kandemir (CGO, 2006)

Selective code/data migration for reducing communication energy in embedded MpSoC architectures. - Ozcan Ozturk 001; Mahmut T. Kandemir; Seung Woo Son 001; Mustafa Karaköy (ACM Great Lakes Symposium on VLSI, 2006)

Integrated link/CPU voltage scaling for reducing energy consumption of parallel sparse matrix applications. - Seung Woo Son 001; Konrad Malkowski; Guilin Chen; Mahmut T. Kandemir; Padma Raghavan (IPDPS, 2006)

Reducing power through compiler-directed barrier synchronization elimination. - Mahmut T. Kandemir; Seung Woo Son 001 (ISLPED, 2006)

Integrated Data Reorganization and Disk Mapping for Reducing Disk Energy Consumption. - Seung Woo Son 001; Mahmut T. Kandemir (CCGRID, 2007)

Runtime system support for software-guided disk power management. - Seung Woo Son 001; Mahmut T. Kandemir (CLUSTER, 2007)

Memory bank aware dynamic loop scheduling. - Mahmut T. Kandemir; Taylan Yemliha; Seung Woo Son 001; Ozcan Ozturk 001 (DATE, 2007)

Improving disk reuse for reducing power consumption. - Mahmut T. Kandemir; Seung Woo Son 001; Mustafa Karaköy (ISLPED, 2007)

An ilp based approach to reducing energy consumption in nocbased CMPS. - Ozcan Ozturk 001; Mahmut T. Kandemir; Seung Woo Son 001 (ISLPED, 2007)

Securing Disk-Resident Data through Application Level Encryption. - Ramya Prabhakar; Seung Woo Son 001; Christina M. Patrick; Sri Hari Krishna Narayanan; Mahmut T. Kandemir (IEEE Security in Storage Workshop, 2007)

A Prefetching Algorithm for Multi-speed Disks. - Seung Woo Son 001; Mahmut T. Kandemir (Trans. High Perform. Embed. Archit. Compil., 2007)

Reducing energy consumption of parallel sparse matrix applications through integrated link/CPU voltage scaling. - Seung Woo Son 001; Konrad Malkowski; Guilin Chen; Mahmut T. Kandemir; Padma Raghavan (J. Supercomput., 2007)

Compiler-Directed Energy Optimization for Parallel Disk Based Systems. - Seung Woo Son 001; Guangyu Chen; Ozcan Ozturk 001; Mahmut T. Kandemir; Alok N. Choudhary (IEEE Trans. Parallel Distributed Syst., 2007)

Profiler and compiler assisted adaptive I/O prefetching for shared storage caches. - Seung Woo Son 001; Sai Prashanth Muralidhara; Ozcan Ozturk 001; Mahmut T. Kandemir; Ibrahim Kolcu; Mustafa Karaköy (PACT, 2008)

Application mapping for chip multiprocessors. - Guangyu Chen; Feihui Li; Seung Woo Son 001; Mahmut T. Kandemir (DAC, 2008)

Improving I/O Performance of Applications through Compiler-Directed Code Restructuring. - Mahmut T. Kandemir; Seung Woo Son 001; Mustafa Karaköy (FAST, 2008)

Improving I/O performance through compiler-directed code restructuring and adaptive prefetching. - Seung Woo Son 001; Mahmut T. Kandemir; Mustafa Karaköy (IPDPS, 2008)

Enhancing the performance of MPI-IO applications by overlapping I/O, computation and communication. - Christina M. Patrick; Seung Woo Son 001; Mahmut T. Kandemir (PPoPP, 2008)

A novel migration-based NUCA design for chip multiprocessors. - Mahmut T. Kandemir; Feihui Li; Mary Jane Irwin; Seung Woo Son 001 (SC, 2008)

Prefetch throttling and data pinning for improving performance of shared caches. - Ozcan Ozturk 001; Seung Woo Son 001; Mahmut T. Kandemir; Mustafa Karaköy (SC, 2008)

Comparative evaluation of overlap strategies with study of I/O overlap in MPI-IO. - Christina M. Patrick; Seung Woo Son 001; Mahmut T. Kandemir (ACM SIGOPS Oper. Syst. Rev., 2008)

Topology-Aware I/O Caching for Shared Storage Systems. - Seung Woo Son 001; Mahmut T. Kandemir; Yuanrui Zhang; Rajat Garg (PDCCS, 2009)

Markov Model Based Disk Power Management for Data Intensive Workloads. - Rajat Garg; Seung Woo Son 001; Mahmut T. Kandemir; Padma Raghavan; Ramya Prabhakar (CCGRID, 2009)

Improving I/O performance using soft-QoS-based dynamic storage cache partitioning. - Christina M. Patrick; Rajat Garg; Seung Woo Son 001; Mahmut T. Kandemir (CLUSTER, 2009)

A compiler-directed data prefetching scheme for chip multiprocessors. - Seung Woo Son 001; Mahmut T. Kandemir; Mustafa Karaköy; Dhruva R. Chakrabarti (PPoPP, 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 001; Robert B. Ross (PVM/MPI, 2009)

Shared scratch pad memory space management across applications. - Ozcan Ozturk 001; Mahmut T. Kandemir; Seung Woo Son 001; Ibrahim Kolcu (Int. J. Embed. Syst., 2009)

Distributed object storage rebuild analysis via simulation with GOBS. - Justin M. Wozniak; Seung Woo Son 001; Robert B. Ross (DSN Workshops, 2010)

Computation mapping for multi-level storage cache hierarchies. - Mahmut T. Kandemir; Sai Prashanth Muralidhara; Mustafa Karaköy; Seung Woo Son 001 (HPDC, 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 001; Alok N. Choudhary (HPDC, 2010)

Enabling active storage on parallel I/O software stacks. - Seung Woo Son 001; Samuel Lang; Philip H. Carns; Robert B. Ross; Rajeev Thakur; Berkin Özisikyilmaz; Prabhat Kumar 002; Wei-keng Liao; Alok N. Choudhary (MSST, 2010)

Automated Tracing of I/O Stack. - Seong Jo Kim; Yuanrui Zhang; Seung Woo Son 001; Ramya Prabhakar; Mahmut T. Kandemir; Christina M. Patrick; Wei-keng Liao; Alok N. Choudhary (EuroMPI, 2010)

Improving shared cache behavior of multithreaded object-oriented applications in multicores. - Mahmut T. Kandemir; Shekhar Srikantaiah; Seung Woo Son 001 (ICCAD, 2011)

On the duality of data-intensive file system design: reconciling HDFS and PVFS. - Wittawat Tantisiriroj; Seung Woo Son 001; Swapnil Patil 001; Samuel Lang; Garth Gibson; Robert B. Ross (SC, 2011)

IOPin: Runtime Profiling of Parallel I/O in HPC Systems. - Seong Jo Kim; Seung Woo Son 001; Wei-keng Liao; Mahmut T. Kandemir; Rajeev Thakur; Alok N. Choudhary (SC Companion, 2012)

Dynamic file striping and data layout transformation on parallel system with fluctuating I/O workload. - Seung Woo Son 001; Saba Sehrish; Wei-keng Liao; Ron A. Oldfield; Alok N. Choudhary (CLUSTER, 2013)

Improving collective I/O performance by pipelining request aggregation and file access. - Saba Sehrish; Seung Woo Son 001; Wei-keng Liao; Alok N. Choudhary; Karen Schuchardt (EuroMPI, 2013)

Compiler-directed file layout optimization for hierarchical storage systems. - Wei Ding 008; Yuanrui Zhang; Mahmut T. Kandemir; Seung Woo Son 001 (Sci. Program., 2013)

NUMARCK: Machine Learning Algorithm for Resiliency and Checkpointing. - Zhengzhang Chen; Seung Woo Son 001; William Hendrix; Ankit Agrawal 001; Wei-keng Liao; Alok N. Choudhary (SC, 2014)

Data Compression for the Exascale Computing Era - Survey. - Seung Woo Son 001; Zhengzhang Chen; William Hendrix; Ankit Agrawal 001; Wei-keng Liao; Alok N. Choudhary (Supercomput. Front. Innov., 2014)

Bisection and twisted SVD on GPU. - Lu He; Yan Luo 001; Rui Liu 014; Hengyong Yu; Yu Cao 002; Xuzhou Chen; Seung Woo Son 001 (HPEC, 2015)

IOPro: a parallel I/O profiling and visualization framework for high-performance storage systems. - Seong Jo Kim; Yuanrui Zhang; Seung Woo Son 001; Mahmut T. Kandemir; Wei-keng Liao; Rajeev Thakur; Alok N. Choudhary (J. Supercomput., 2015)

Parallel Implementation of Lossy Data Compression for Temporal Data Sets. - Zheng Yuan; William Hendrix; Seung Woo Son 001; Christoph Federrath; Ankit Agrawal 001; Wei-keng Liao; Alok N. Choudhary (HiPC, 2016)

Understanding the impact of lossy compressions on IoT smart farm analytics. - Aekyeung Moon; Jaeyoung Kim; Jialing Zhang; Hang Liu; Seung Woo Son 001 (IEEE BigData, 2017)

Network intrusion detection using word embeddings. - Xiaoyan Zhuo; Jialing Zhang; Seung Woo Son 001 (IEEE BigData, 2017)

Lossy compression on IoT big data by exploiting spatiotemporal correlation. - Aekyeung Moon; Jaeyoung Kim; Jialing Zhang; Seung Woo Son 001 (HPEC, 2017)

Reducing I/O variability using dynamic I/O path characterization in petascale storage systems. - Seung Woo Son 001; Saba Sehrish; Wei-keng Liao; Ron A. Oldfield; Alok N. Choudhary (J. Supercomput., 2017)

Evaluating fidelity of lossy compression on spatiotemporal data from an IoT enabled smart farm. - Aekyeung Moon; Jaeyoung Kim; Jialing Zhang; Seung Woo Son 001 (Comput. Electron. Agric., 2018)

Challenges Towards Deploying Data Intensive Scientific Applications on Extreme Heterogeneity Supercomputers. - Hang Liu; Yufei Ding 001; Da Zheng; Seung Woo Son 001; Da Yan 001 (CoRR, 2018)

AD2: Improving Quality of IoT Data through Compressive Anomaly Detection. - Aekyeung Moon; Xiaoyan Zhuo; Jialing Zhang; Seung Woo Son 001 (IEEE BigData, 2019)

Towards Improving Rate-Distortion Performance of Transform-Based Lossy Compression for HPC Datasets. - Jialing Zhang; Aekyeung Moon; Xiaoyan Zhuo; Seung Woo Son 001 (HPEC, 2019)

Efficient Encoding and Reconstruction of HPC Datasets for Checkpoint/Restart. - Jialing Zhang; Xiaoyan Zhuo; Aekyeung Moon; Hang Liu; Seung Woo Son 001 (MSST, 2019)

Understanding Bit-Error Trade-off of Transform-based Lossy Compression on Electrocardiogram Signals. - Aekyeung Moon; Seung Woo Son 001; Jiuk Jung; Yun Jeong Song (IEEE BigData, 2020)

Anomaly Detection in Edge Nodes using Sparsity Profile. - Aekyeung Moon; Xiaoyan Zhuo; Jialing Zhang; Seung Woo Son 001; Yun Jeong Song (IEEE BigData, 2020)

A Neural Network-Based Optimal Tile Size Selection Model for Embedded Vision Applications. - Xiaoyan Zhuo; Iman Nandi; Taha Azzaoui; Seung Woo Son 001 (HPCC/DSS/SmartCity, 2020)

Bit-Error Aware Quantization for DCT-based Lossy Compression. - Jialing Zhang; Jiaxi Chen; Aekyeung Moon; Xiaoyan Zhuo; Seung Woo Son 001 (HPEC, 2020)

Cascaded Dimension Reduction for Effective Anomaly Detection. - Xiaoyan Zhuo; Aekyeung Moon; Jialing Zhang; Seung Woo Son 001 (IEEE BigData, 2021)

DPZ: Improving Lossy Compression Ratio with Information Retrieval on Scientific Data. - Jialing Zhang; Jiaxi Chen; Xiaoyan Zhuo; Aekyeung Moon; Seung Woo Son 001 (CLUSTER, 2021)

Towards Guaranteeing Error Bound in DCT-based Lossy Compression. - Jiaxi Chen; Aekyeung Moon; Seung Woo Son 001 (IEEE Big Data, 2022)

Lossy Predictive Models for Accurate Classification Algorithms. - Aekyeung Moon; Seung Woo Son 001; Hyson Kim; Minjun Kim (IEEE Big Data, 2022)

Characterization of Transform-Based Lossy Compression for HPC Datasets. - Aekyeung Moon; Jiaxi Chen; Seung Woo Son 001; Minjun Kim (DRBSD@SC, 2022)

Outlier Elimination and Reliability Assessment for Peak and Declining Time Series Datasets. - Jungeun Yoon; Aekyeung Moon; Seung Woo Son 001 (ICDM (Workshops), 2023)