TY - GEN
T1 - Federated AI-Cubes for ISR and Tactical Data Availability at Scale
AU - Baumann, Peter
AU - Price, Colin
AU - Zinglersen, Karl
AU - Aslan, Zafer
N1 - Publisher Copyright:
© 2024 IEEE.
PY - 2024
Y1 - 2024
N2 - Modern ISR as well as tactical missions have to "operate off the same map"and "get the right data at the right time, in the right format". This poses high challenges as data of substantial variety have to be gathered, homogenized, and distributed in near realtime, including both static, large scale data centers and moving edge devices as heterogeneous sources and sinks. Further, different players, ranging from human analysts to automated effectors, have different needs.Space/time datacubes, AI, and federation are technical concepts generally accepted as advantageous for such tasks aiming at easier, flexible, scalable, and interoperable ad-hoc data insights. The Cube4EnvSec project, supported by the NATO Science for Peace and Security (SPS) program, has set out to demonstrate how a suitable combination of these concepts can substantially enhance the information availability for ISR and the NATO Federated Mission Network (FMN). The Cube4EnvSec services are part of the Earth-Server datacube federation.We present the project, its technology, and use cases.
AB - Modern ISR as well as tactical missions have to "operate off the same map"and "get the right data at the right time, in the right format". This poses high challenges as data of substantial variety have to be gathered, homogenized, and distributed in near realtime, including both static, large scale data centers and moving edge devices as heterogeneous sources and sinks. Further, different players, ranging from human analysts to automated effectors, have different needs.Space/time datacubes, AI, and federation are technical concepts generally accepted as advantageous for such tasks aiming at easier, flexible, scalable, and interoperable ad-hoc data insights. The Cube4EnvSec project, supported by the NATO Science for Peace and Security (SPS) program, has set out to demonstrate how a suitable combination of these concepts can substantially enhance the information availability for ISR and the NATO Federated Mission Network (FMN). The Cube4EnvSec services are part of the Earth-Server datacube federation.We present the project, its technology, and use cases.
KW - AI-Cubes
KW - Datacubes
KW - Federation
UR - http://www.scopus.com/inward/record.url?scp=85204922438&partnerID=8YFLogxK
U2 - 10.1109/IGARSS53475.2024.10641636
DO - 10.1109/IGARSS53475.2024.10641636
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AN - SCOPUS:85204922438
T3 - International Geoscience and Remote Sensing Symposium (IGARSS)
SP - 3724
EP - 3727
BT - IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, Proceedings
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2024 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2024
Y2 - 7 July 2024 through 12 July 2024
ER -