Shilpika

According to our database, Shilpika authored at least 16 papers between 2018 and 2026.

Collaborative distances:

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

2026

Understanding Large-Scale HPC System Behavior Through Cluster-Based Visual Analytics.

Allison Austin, Shilpika, Yan To Linus Lam, Yun-Hsin Kuo, Venkatram Vishwanath, Michael E. Papka, Kwan-Liu Ma

CoRR, April, 2026

2025

Extracting Practical, Actionable Energy Insights from Supercomputer Telemetry and Logs.

Melanie Cornelius, Greg Cross, Shilpika, Matthew T. Dearing, Zhiling Lan

CoRR, May, 2025

Modular Agentic System for Scientific Visualization in Mixed Reality.

Aaqel Shaik, Ricky Massa, Brian Ta, Mengjiao Han, Joseph A. Insley, Janet Knowles, Victor A. Mateevitsi, Michael E. Papka, Silvio Rizzi, Shilpika

Proceedings of the IEEE International Conference on eScience, 2025

GENIUS: AI Powered Assistant for Scientific Research.

Ricky Massa, Aaqel Shaik, Brian Ta, Mengjiao Han, Joseph A. Insley, Janet Knowles, Victor A. Mateevitsi, Michael E. Papka, Silvio Rizzi, Shilpika

Proceedings of the IEEE International Conference on eScience, 2025

2024

An Incremental Multi-Level, Multi-Scale Approach to Assessment of Multifidelity HPC Systems.

Shilpika, Bethany Lusch, Venkatram Vishwanath, Michael E. Papka

Proceedings of the SC24-W: Workshops of the International Conference for High Performance Computing, 2024

A Multi-Level, Multi-Scale Visual Analytics Approach to Assessment of Multifidelity HPC Systems.

Shilpika, Bethany Lusch, Murali Emani, Filippo Simini, Venkatram Vishwanath, Michael E. Papka, Kwan-Liu Ma

Proceedings of the 24th IEEE International Symposium on Cluster, 2024

2023

A Visual Analytics Exploratory and Predictive Framework for Anomaly Detection in Multi-fidelity Machine Log Data

Shilpika

PhD thesis, 2023

2022

A Visual Analytics Approach for Hardware System Monitoring with Streaming Functional Data Analysis.

Shilpika, Takanori Fujiwara, Naohisa Sakamoto, Jorji Nonaka, Kwan-Liu Ma

IEEE Trans. Vis. Comput. Graph., 2022

Snapshot Metrics Are Not Enough: Analyzing Software Repositories with Longitudinal Metrics.

Nicholas M. Synovic, Matt Hyatt, Rohan Sethi, Sohini Thota, Shilpika, Allan J. Miller, Wenxin Jiang, Emmanuel S. Amobi, Austin Pinderski, Konstantin Läufer, Nicholas J. Hayward, Neil Klingensmith, James C. Davis, George K. Thiruvathukal

Proceedings of the 37th IEEE/ACM International Conference on Automated Software Engineering, 2022

Toward an In-Depth Analysis of Multifidelity High Performance Computing Systems.

Shilpika, Bethany Lusch, Murali Emani, Filippo Simini, Venkatram Vishwanath, Michael E. Papka, Kwan-Liu Ma

Proceedings of the 22nd IEEE International Symposium on Cluster, 2022

2021

A Visual Analytics Framework for Reviewing Multivariate Time-Series Data with Dimensionality Reduction.

Takanori Fujiwara, Shilpika, Naohisa Sakamoto, Jorji Nonaka, Keiji Yamamoto, Kwan-Liu Ma

IEEE Trans. Vis. Comput. Graph., 2021

Staged Animation Strategies for Online Dynamic Networks.

Tarik Crnovrsanin, Shilpika, Senthil K. Chandrasegaran, Kwan-Liu Ma

IEEE Trans. Vis. Comput. Graph., 2021

2020

An Incremental Dimensionality Reduction Method for Visualizing Streaming Multidimensional Data.

Takanori Fujiwara, Jia-Kai Chou, Shilpika, Panpan Xu, Liu Ren, Kwan-Liu Ma

IEEE Trans. Vis. Comput. Graph., 2020

A Visual Analytics Approach to Monitor Time-Series Data with Incremental and Progressive Functional Data Analysis.

Shilpika, Takanori Fujiwara, Naohisa Sakamoto, Jorji Nonaka, Kwan-Liu Ma

CoRR, 2020

2019

MELA: A Visual Analytics Tool for Studying Multifidelity HPC System Logs.

Shilpika, Bethany Lusch, Murali Emani, Venkatram Vishwanath, Michael E. Papka, Kwan-Liu Ma

Proceedings of the 3rd IEEE/ACM Industry/University Joint International Workshop on Data-center Automation, 2019

2018

Metrics Dashboard: A Hosted Platform for Software Quality Metrics.

George K. Thiruvathukal, Shilpika, Nicholas J. Hayward, Konstantin Läufer

CoRR, 2018