Seung-Jong Park

63 papers A* 1A 5B 10Misc 2Journal 24Unranked 20

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	RLHFless: Serverless Computing for Efficient RLHF. CoRR Rui Wei, Hanfei Yu, Shubham Jain, Yogarajan Sivakumar, Devesh Tiwari, Jian Li, Seung-Jong Park, Hao Wang
2024	J	`jnl`	Freyr $^+$+: Harvesting Idle Resources in Serverless Computing via Deep Reinforcement Learning. IEEE Trans. Parallel Distributed Syst. Hanfei Yu, Hao Wang, Jian Li, Xu Yuan, Seung-Jong Park
2024	J	`jnl`	Nitro: Boosting Distributed Reinforcement Learning with Serverless Computing. Proc. VLDB Endow. Hanfei Yu, Jacob Carter, Hao Wang, Devesh Tiwari, Jian Li, Seung-Jong Park
2024	—	`conf`	RainbowCake: Mitigating Cold-starts in Serverless with Layer-wise Container Caching and Sharing. ASPLOS (1) Hanfei Yu, Rohan Basu Roy, Christian Fontenot, Devesh Tiwari, Jian Li, Hong Zhang, Hao Wang, Seung-Jong Park
2024	A	`conf`	Stellaris: Staleness-Aware Distributed Reinforcement Learning with Serverless Computing. SC Hanfei Yu, Hao Wang, Devesh Tiwari, Jian Li, Seung-Jong Park
2023	A	`conf`	Libra: Harvesting Idle Resources Safely and Timely in Serverless Clusters. HPDC Hanfei Yu, Christian Fontenot, Hao Wang, Jian Li, Xu Yuan, Seung-Jong Park
2022	A*	`conf`	Accelerating Serverless Computing by Harvesting Idle Resources. WWW Hanfei Yu, Hao Wang, Jian Li, Xu Yuan, Seung-Jong Park
2021	J	`jnl`	Harvesting Idle Resources in Serverless Computing via Reinforcement Learning. CoRR Hanfei Yu, Hao Wang, Jian Li, Seung-Jong Park
2020	—	`conf`	Distributed de novo assembler for large-scale long-read datasets. IEEE BigData Sayan Goswami, Kisung Lee, Seung-Jong Park
2020	—	`conf`	Fighting for Information Credibility: AnEnd-to-End Framework to Identify FakeNews during Natural Disasters. ISCRAM Dipak Kumar Singh, Shayan Shams, Joohyun Kim, Seung-Jong Park, Seungwon Yang
2019	J	`jnl`	Social and geographical disparities in Twitter use during Hurricane Harvey. Int. J. Digit. Earth Lei Zou, Nina Siu-Ngan Lam, Shayan Shams, Heng Cai, Michelle A. Meyer, Seungwon Yang, Kisung Lee, Seung-Jong Park, Margaret A. Reams
2018	—	`conf`	A Distributed Semi-Supervised Platform for DNase-Seq Data Analytics using Deep Generative Convolutional Networks. BCB Shayan Shams, Richard Platania, Joohyun Kim, Jian Zhang, Kisung Lee, Seungwon Yang, Seung-Jong Park
2018	—	`conf`	Deep Generative Breast Cancer Screening and Diagnosis. MICCAI (2) Shayan Shams, Richard Platania, Jian Zhang, Joohyun Kim, Seung-Jong Park
2018	A	`conf`	GPU-Accelerated Large-Scale Genome Assembly. IPDPS Sayan Goswami, Kisung Lee, Shayan Shams, Seung-Jong Park
2018	—	`conf`	ParLECH: Parallel Long-Read Error Correction with Hadoop. BIBM Arghya Kusum Das, Kisung Lee, Seung-Jong Park
2018	A	`conf`	Towards Distributed Cyberinfrastructure for Smart Cities Using Big Data and Deep Learning Technologies. ICDCS Shayan Shams, Sayan Goswami, Kisung Lee, Seungwon Yang, Seung-Jong Park
2017	B	`conf`	Augmenting Amdahl's Second Law: A Theoretical Model to Build Cost-Effective Balanced HPC Infrastructure for Data-Driven Science. CLOUD Arghya Kusum Das, Jae-Ki Hong, Sayan Goswami, Richard Platania, Kisung Lee, Wooseok Chang, Seung-Jong Park, Ling Liu
2017	—	`conf`	Automated Breast Cancer Diagnosis Using Deep Learning and Region of Interest Detection (BC-DROID). BCB Richard Platania, Shayan Shams, Seungwon Yang, Jian Zhang, Kisung Lee, Seung-Jong Park
2017	B	`conf`	Coflourish: An SDN-Assisted Coflow Scheduling Framework for Clouds. CLOUD Chui-Hui Chiu, Dipak Kumar Singh, Qingyang Wang, Seung-Jong Park
2017	A	`conf`	Evaluation of Deep Learning Frameworks Over Different HPC Architectures. ICDCS Shayan Shams, Richard Platania, Kisung Lee, Seung-Jong Park
2017	J	`jnl`	Gaslight: A comprehensive fuzzing architecture for memory forensics frameworks. Digit. Investig. Andrew Case, Arghya Kusum Das, Seung-Jong Park, J. Ramanujam, Golden G. Richard III
2017	J	`jnl`	Hadoop-based replica exchange over heterogeneous distributed cyberinfrastructures. Concurr. Comput. Pract. Exp. Richard Platania, Shayan Shams, Chui-Hui Chiu, Nayong Kim, Joohyun Kim, Seung-Jong Park
2017	J	`jnl`	Large-scale parallel genome assembler over cloud computing environment. J. Bioinform. Comput. Biol. Arghya Kusum Das, Praveen Kumar Koppa, Sayan Goswami, Richard Platania, Seung-Jong Park
2017	B	`conf`	Minimal Coflow Routing and Scheduling in OpenFlow-Based Cloud Storage Area Networks. CLOUD Chui-Hui Chiu, Dipak Kumar Singh, Qingyang Wang, Kisung Lee, Seung-Jong Park
2016	—	`conf`	BIC-LSU: Big Data Research Integration with Cyberinfrastructure for LSU. XSEDE Chui-Hui Chiu, Nathan Lewis, Dipak Kumar Singh, Arghya Kusum Das, Mohammad M. Jalalzai, Richard Platania, Sayan Goswami, Kisung Lee, Seung-Jong Park
2016	—	`conf`	Lazer: Distributed memory-efficient assembly of large-scale genomes. IEEE BigData Sayan Goswami, Arghya Kusum Das, Richard Platania, Kisung Lee, Seung-Jong Park
2016	J	`jnl`	Towards fair and low latency next generation high speed networks: AFCD queuing. J. Netw. Comput. Appl. Lin Xue, Suman Kumar, Cheng Cui, Praveenkumar Kondikoppa, Chui-Hui Chiu, Seung-Jong Park
2015	—	`conf`	Enabling Large-Scale Biomolecular Conformation Search with Replica Exchange Statistical Temperature Molecular Dynamics (RESTMD) over HPC and Cloud Computing Resources. AINA Workshops Nayong Kim, Richard Platania, Wei Huang, Chris Knight, Tom Keyes, Seung-Jong Park, Joohyun Kim
2015	—	`conf`	Evaluating different distributed-cyber-infrastructure for data and compute intensive scientific application. IEEE BigData Arghya Kusum Das, Seung-Jong Park, Jae-Ki Hong, Wooseok Chang
2015	J	`jnl`	Exploring parallelism and desynchronization of TCP over high speed networks with tiny buffers. Comput. Commun. Cheng Cui, Lin Xue, Chui-Hui Chiu, Praveenkumar Kondikoppa, Seung-Jong Park
2015	Misc	`conf`	FaLL: A fair and low latency queuing scheme for data center networks. ICNC Lin Xue, Chui-Hui Chiu, Suman Kumar, Praveenkumar Kondikoppa, Seung-Jong Park
2014	J	`jnl`	A study of fairness among heterogeneous TCP variants over 10 Gbps high-speed optical networks. Opt. Switch. Netw. Lin Xue, Suman Kumar, Cheng Cui, Seung-Jong Park
2014	B	`conf`	DMCTCP: Desynchronized Multi-Channel TCP for high speed access networks with tiny buffers. ICCCN Cheng Cui, Lin Xue, Chui-Hui Chiu, Praveenkumar Kondikoppa, Seung-Jong Park
2014	J	`jnl`	Impact of Loss Synchronization on Reliable High Speed Networks: A Model Based Simulation. J. Comput. Networks Commun. Suman Kumar, Lin Xue, Seung-Jong Park
2014	J	`jnl`	Impact of Queue Management Schemes and TCP Variants on the Performance of 10Gbps High Speed Networks: An Experimental Study. J. Networks Lin Xue, Cheng Cui, Suman Kumar, Seung-Jong Park
2014	B	`conf`	MapReduce based parallel suffix tree construction for human genome. ICPADS Umesh Chandra Satish, Praveenkumar Kondikoppa, Seung-Jong Park, Manish Patil, Rahul Shah
2014	—	`conf`	MapReduce-Based RESTMD: Enabling Large-Scale Sampling Tasks with Distributed HPC Systems. IWSG Praveenkumar Kondikoppa, Richard Platania, Seung-Jong Park, Tom Keyes, Jaegil Kim, Nayong Kim, Joohyun Kim, Shuju Bai
2013	—	`conf`	A Hadoop approach to advanced sampling algorithms in molecular dynamics simulation on cloud computing. BIBM Jin Niu, Shuju Bai, Ebrahim Khosravi, Seung-Jong Park
2013	B	`conf`	AFCD: An Approximated-Fair and Controlled-Delay Queuing for High Speed Networks. ICCCN Lin Xue, Suman Kumar, Cheng Cui, Praveenkumar Kondikoppa, Chui-Hui Chiu, Seung-Jong Park
2013	—	`conf`	An MPI-enabled MapReduce framework for molecular dynamics simulation applications. BIBM Shuju Bai, Ebrahim Khosravi, Seung-Jong Park
2013	—	`conf`	Approximate string matching by position restricted alignment. EDBT/ICDT Workshops Manish Patil, Xuanting Cai, Sharma V. Thankachan, Rahul Shah, Seung-Jong Park, David W. Foltz
2012	B	`conf`	An evaluation of fairness among heterogeneous TCP variants over 10Gbps high-speed networks. LCN Lin Xue, Suman Kumar, Cheng Cui, Seung-Jong Park
2012	Misc	`conf`	Experimental evaluation of the effect of queue management schemes on the performance of high speed TCPs in 10Gbps network environment. ICNC Lin Xue, Cheng Cui, Suman Kumar, Seung-Jong Park
2010	J	`jnl`	A loss-event driven scalable fluid simulation method for high-speed networks. Comput. Networks Suman Kumar, Seung-Jong Park, S. Sitharama Iyengar
2010	J	`jnl`	Congestion-aware topology controls for wireless multi-hop networks. Ad Hoc Networks Seung-Jong Park, Raghupathy Sivakumar
2010	J	`jnl`	Measurement and performance issues of transport protocols over 10 Gbps high-speed optical networks. Comput. Networks Yixin Wu, Suman Kumar, Seung-Jong Park
2009	B	`conf`	On Transport Protocol Performance Measurement over 10Gbps High Speed Optical Networks. ICCCN Yixin Wu, Suman Kumar, Seung-Jong Park
2009	J	`jnl`	Probability model for data redundancy detection in sensor networks. Mob. Inf. Syst. Suman Kumar, Seung-Jong Park
2008	J	`jnl`	A scalable correlation aware aggregation strategy for wireless sensor networks. Inf. Fusion Yujie Zhu, Ramanuja Vedantham, Seung-Jong Park, Raghupathy Sivakumar
2008	J	`jnl`	Energy Efficient Correlated Data Aggregation for Wireless Sensor Networks. Int. J. Distributed Sens. Networks Seung-Jong Park, Raghupathy Sivakumar
2008	J	`jnl`	GARUDA: Achieving Effective Reliability for Downstream Communication in Wireless Sensor Networks. IEEE Trans. Mob. Comput. Seung-Jong Park, Ramanuja Vedantham, Raghupathy Sivakumar, Ian F. Akyildiz
2007	J	`jnl`	Sink-to-sensors congestion control. Ad Hoc Networks Ramanuja Vedantham, Raghupathy Sivakumar, Seung-Jong Park
2007	—	`conf`	Time-Adaptive Numerical Simulation for High Speed Networks. HPCNCS Suman Kumar, Seung-Jong Park, S. Sitharama Iyengar, Jung-Han Kimn
2005	—	`conf`	A scalable correlation aware aggregation strategy for wireless sensor networks. WICON Yujie Zhu, Ramanuja Vedantham, Seung-Jong Park, Raghupathy Sivakumar
2005	—	`conf`	Sink-to-sensors congestion control. ICC Ramanuja Vedantham, Raghupathy Sivakumar, Seung-Jong Park
2004	B	`conf`	A scalable approach for reliable downstream data delivery in wireless sensor networks. MobiHoc Seung-Jong Park, Ramanuja Vedantham, Raghupathy Sivakumar, Ian F. Akyildiz
2004	—	`—`	Energy-Aware Topology Control and Data Delivery in Wireless Sensor Networks. Seung-Jong Park
2004	J	`jnl`	TCP performance over mobile ad hoc networks: a quantitative study. Wirel. Commun. Mob. Comput. Vaidyanathan Anantharaman, Seung-Jong Park, Karthikeyan Sundaresan, Raghupathy Sivakumar
2003	J	`jnl`	Adaptive topology control for wireless Ad hoc networks. ACM SIGMOBILE Mob. Comput. Commun. Rev. Seung-Jong Park, Raghupathy Sivakumar
2003	J	`jnl`	Sink-to-sensors reliability in sensor networks. ACM SIGMOBILE Mob. Comput. Commun. Rev. Seung-Jong Park, Raghupathy Sivakumar
2002	B	`conf`	Load-sensitive transmission power control in wireless ad-hoc networks. GLOBECOM Seung-Jong Park, Raghupathy Sivakumar
2002	—	`conf`	Quantitative Analysis of Transmission Power Control in Wireless Ad-hoc Networks. ICPP Workshops Seung-Jong Park, Raghupathy Sivakumar
1994	—	`conf`	Complexity reduction methods for vector sum excited linear prediction coding. ICSLP Sung-Joo Kim, Seung-Jong Park, Yung-Hwan Oh