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ADEPT: A framework for automated data-driven understanding of design decisions in pattern-based microservices architectures

delete2026-06-16
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PRE
AI
J
J. Andrés Díaz‐Pace *
C
Catia Trubiani *
D
David Garlan
DOI:10.1016/j.jss.2026.113006delete
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Abstract

Abstract

En 中文
• Data-driven framework for understanding microservice pattern tradeoffs. • Uses scenario discovery (PRIM and CART) to infer parameter constraints from data. • Evaluated on five microservice patterns with performance metrics. • Shows PRIM improves coverage while CART improves precision.

Journal

Journal of Systems and Software cover
Journal of Systems and Software
IF:
4.1
Papers:
5.4K
Citations:
8.4K

Organization

G
gran sasso science institute
Scholars:
105
Papers: 57
Citations: 0
C
carnegie mellon university
Scholars:
1.8K
Papers: 864
Citations: 0
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