| Evaluating fidelity of lossy compression on spatiotemporal data from an IoT enabled smart farm A Moon, J Kim, J Zhang, SW Son Computers and Electronics in Agriculture 154, 304-313, 2018 | 61 | 2018 |
| Lossy compression on IoT big data by exploiting spatiotemporal correlation A Moon, J Kim, J Zhang, SW Son 2017 IEEE High Performance Extreme Computing Conference (HPEC), 1-7, 2017 | 44 | 2017 |
| Efficient encoding and reconstruction of HPC datasets for checkpoint/restart J Zhang, X Zhuo, A Moon, H Liu, SW Son 2019 35th Symposium on Mass Storage Systems and Technologies (MSST), 79-91, 2019 | 34 | 2019 |
| Understanding the impact of lossy compressions on IoT smart farm analytics A Moon, J Kim, J Zhang, H Liu, SW Son 2017 IEEE International Conference on Big Data (Big Data), 4602-4611, 2017 | 25 | 2017 |
| Network intrusion detection using word embeddings X Zhuo, J Zhang, SW Son 2017 IEEE International Conference on Big Data (Big Data), 4686-4695, 2017 | 20 | 2017 |
| Towards improving rate-distortion performance of transform-based lossy compression for hpc datasets J Zhang, A Moon, X Zhuo, SW Son 2019 IEEE High Performance Extreme Computing Conference (HPEC), 1-7, 2019 | 18 | 2019 |
| Anomaly Detection in Edge Nodes using Sparsity Profile A Moon, X Zhuo, J Zhang, SW Son, YJ Song 2020 IEEE International Conference on Big Data (Big Data), 2020 | 9 | 2020 |
| AD2: Improving Quality of IoT Data through Compressive Anomaly Detection A Moon, X Zhuo, J Zhang, SW Son 2019 IEEE International Conference on Big Data (Big Data), 1662-1668, 2019 | 7 | 2019 |
| Bit-Error Aware Quantization for DCT-based Lossy Compression J Zhang, J Chen, A Moon, X Zhuo, SW Son 2020 IEEE High Performance Extreme Computing Conference (HPEC), 1-7, 2020 | 5 | 2020 |
| DPZ: Improving Lossy Compression Ratio with Information Retrieval on Scientific Data J Zhang, J Chen, X Zhuo, A Moon, SW Son 2021 IEEE International Conference on Cluster Computing (CLUSTER), 320-331, 2021 | 3 | 2021 |
| Using Natural Language Processing Models for Understanding Network Anomalies KB Son, J Zhang, SW Son IEEE High Performance Extreme Computing Conference, 2016 | 3* | 2016 |
| Cascaded Dimension Reduction for Effective Anomaly Detection X Zhuo, A Moon, J Zhang, SW Son 2021 IEEE International Conference on Big Data (Big Data), 2021 | 1 | 2021 |
| Performance Characterization and Parallelization of Tesseract Optical Character Recognition on Multicore Architectures S Bae, J Zhang, SW Son IEEE High Performance Extreme Computing Conference, 2016 | | 2016 |
Seung Woo SonUniversity of Massachusetts LowellVerified email at uml.edu
