Architecture and Management for Autonomic Science Ecosystems
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Rajkumar Kettimuthu, Zhengchun Liu, Ian Foster, Peter H. Beckman, Alex Sim, John Wu, Wei-keng Liao, Qiao Kang, Ankit Agrawal, and Alok Choudhary. Toward Autonomic Science Infrastructure: Architecture, Limitations, and Open Issues [Preprint] The 1st AI-Science workshop in conjunction with HPDC’18.
Zhengchun Liu, Rajkumar Kettimuthu, Ian Foster, Peter H. Beckman. Towards a Smart Data Transfer Node. [Preprint] Future Generation Computer Systems 2018.
J. Kim, A. Sim, B. Tierney, S. Suh, I. Kim, Multivariate Network Traffic Analysis using Clustered Patterns, Journal of Computing, Springer, 2018. In-press.
S. Balasubramanian, D. Ghosal, K. N. Balasubramanian, E. Pouyoul, A. Sim, K. Wu, B. Tierney, “Auto-tuned Publisher in a Pub/Sub System: Design and Performance Evaluation”, the 15th IEEE International Conference on Autonomic Computing (ICAC 2018)
M. Yang, X. Liu, W. Kroeger, A. Sim, K. Wu, Identifying Anomalous File Transfer Events in LCLS Workflow, Workshop in Autonomous Infrastructure for Science (AI-Science 2018), 2018, in conjunction with the 27th International Symposium on High-Performance Parallel and Distributed Computing (ACM HPDC 2018).
J. Kim, J. Choi, A. Sim, “Spatio-temporal Analysis of HPC I/O and Connection Data”, International Workshop on Scalable Network Traffic Analytics (SNTA 2018), 2018, in conjunction with the 38th IEEE International Conference on Distributed Computing Systems (ICDCS 2018).
C. Dao, X. Liu, J. Jiang, A. Sim, C. E. Tull, K. Wu, “Modeling Data Transfers: Change Point and Anomaly Detection”, International Workshop on Scalable Network Traffic Analytics (SNTA 2018), 2018, in conjunction with the 38th IEEE International Conference on Distributed Computing Systems (ICDCS 2018).
J. Kim, A. Sim, A New Approach to Online, Multivariate Network Traffic Analysis, 2nd Workshop on Network Security Analytics and Automation (NSAA), in conjunction with the 26th International Conference on Computer Communications and Networks (ICCCN 2017), 2017.
P. Harrington, W. Yoo, A. Sim, K. Wu, “Diagnosing Parallel I/O Bottlenecks in HPC Applications”, International Conference for High Performance Computing, Networking, Storage and Analysis (SC’17), ACM Student Research Competition (SRC), First place winner, 2017.