Architecture and Method for On-Board Heterogeneous Intelligent Computing Based on High-Speed Interconnection

The ultra-high speed and massive access requirements of native intelligence 6G have placed extremely high demands on the computing and storage capabilities of space-based cloud infrastructure. However, due to constrained onboard resources and high cosmic radiation, the reliability of space-based cloud systems faces significant challenges.To address this issues, this paper first analyzed the reliability of onboard intelligent computing within a resource-constrained onboard environment. Next, a high-speed, interconnected heterogeneous onboard intelligent computing architecture was proposed, and a multi-modehigh-reliability onboard computing method was designed based on this architecture. Finally, the reliability of the proposed computing architecture and scheme was validated through theoretical analysis.

Publication Details

Journal
SHILAP Revista de lepidopterología
Published
2025-03-01
Primary Topic
Big Data and Digital Economy
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Architecture and Method for On-Board Heterogeneous Intelligent Computing Based on High-Speed Interconnection

SHILAP Revista de lepidopterología
Big Data and Digital Economy
article

Architecture and Method for On-Board Heterogeneous Intelligent Computing Based on High-Speed Interconnection

article en

Abstract

The ultra-high speed and massive access requirements of native intelligence 6G have placed extremely high demands on the computing and storage capabilities of space-based cloud infrastructure. However, due to constrained onboard resources and high cosmic radiation, the reliability of space-based cloud systems faces significant challenges.To address this issues, this paper first analyzed the reliability of onboard intelligent computing within a resource-constrained onboard environment. Next, a high-speed, interconnected heterogeneous onboard intelligent computing architecture was proposed, and a multi-modehigh-reliability onboard computing method was designed based on this architecture. Finally, the reliability of the proposed computing architecture and scheme was validated through theoretical analysis.

SHILAP Revista de lepidopterología
Industry, innovation and infrastructure
Openalex Percentile: Top 36%
Big Data and Digital Economy
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Architecture and Method for On-Board Heterogeneous Intelligent Computing Based on High-Speed Interconnection · SHILAP Revista de lepidopterología (2025) | TGRS Research Map | TGRS