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Real-time network-aware compression for efficient split learning in distributed systems

delete2026-07-24
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PRE
AI
J
J. Momo Ziazet
L
L.P. Dias
B
Brigitte Jaumard *
P
P. Thibault
K
K. Vandikas
S
S. Ickin
DOI：10.1016/j.jnca.2026.104555delete
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Abstract

Abstract

En 中文
• Communication efficiency in split learning with a novel dynamic adaptable compression technique. • Compatibility with Multiple Architectures and SL-Based Techniques. • Validation in a Real Testbed and Extensive Network Performance Analysis.

Journal

Journal of Network and Computer Applications cover
Journal of Network and Computer Applications
IF:
8
Papers:
3.7K
Citations:
1.1W

Organization

C
Concordia University
Scholars:
1.1K
Papers: 599
Citations: 125
E
ericsson
Scholars:
130
Papers: 65
Citations: 0
Cited Papers

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