TY - GEN
T1 - Top Research Challenges and Opportunities for Near Real-Time Extreme-Scale Visualization of Scientific Data
AU - Pugmire, David
AU - Moreland, Kenneth
AU - Athawale, Tushar M.
AU - Hammer, James
AU - Huang, Jian
N1 - Publisher Copyright:
© 2024 IEEE.
PY - 2024
Y1 - 2024
N2 - The rapid advancement in scientific simulations and experimental facilities has resulted in the generation of vast amounts of data at unprecedented scales. The analysis and visualization of large amounts of data is a challenge in and of itself, but the requirements for timeliness significantly magnify these difficulties. Near real-time visualization is critical to monitor and analyze the data produced by these large facilities, but current production tools are not well-suited to these requirements. In this position paper, we share our perspective on some of the challenges, and thus, opportunities for research that stand in the way of near-real-time visualization of large scientific data.
AB - The rapid advancement in scientific simulations and experimental facilities has resulted in the generation of vast amounts of data at unprecedented scales. The analysis and visualization of large amounts of data is a challenge in and of itself, but the requirements for timeliness significantly magnify these difficulties. Near real-time visualization is critical to monitor and analyze the data produced by these large facilities, but current production tools are not well-suited to these requirements. In this position paper, we share our perspective on some of the challenges, and thus, opportunities for research that stand in the way of near-real-time visualization of large scientific data.
KW - Human-computer Interactions
KW - Real-time Systems
KW - Visualization
UR - http://www.scopus.com/inward/record.url?scp=85205965394&partnerID=8YFLogxK
U2 - 10.1109/e-Science62913.2024.10678727
DO - 10.1109/e-Science62913.2024.10678727
M3 - Conference contribution
AN - SCOPUS:85205965394
T3 - Proceedings - 2024 IEEE 20th International Conference on e-Science, e-Science 2024
BT - Proceedings - 2024 IEEE 20th International Conference on e-Science, e-Science 2024
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 20th IEEE International Conference on e-Science, e-Science 2024
Y2 - 16 September 2024 through 20 September 2024
ER -