A. Perkusich

Federal University of Campina Grande - UFCG

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Code Generation & Program Synthesis (2)Architecture Design (Transformers, SSMs, MoE) (1)Natural Language Processing (1)Distributed Systems & Hardware (1)

Frequent co-authors

D. Albuquerque (2)M. Perkusich (2)Mirko Perkusich (2)Kyller Gorgônio (2)

Papers (2)

Jul 30, 2026

Instituto Federal da Paraíba - IFPB3w ago·also Federal University of Campina Grande -, Federal University of Campina Grande (UFCG), Rui Barbosa State School, VIRTUS/UFCG Federal Institute of Pernambuco (IFPE) +1

From Textual Requirements to Microservice Architectures - A Comprehensive Evaluation of LLM-Based Design Synthesis

Few-shot prompting boosts LLM performance in generating microservice architectures, achieving an impressive F1 score of 0.97 for service identification.

D. Albuquerque, Danyllo Albuquerque, José Renan +9

Architecture Design (Transformers, SSMs, MoE)Code Generation & Program Synthesis Natural Language Processing

Federal University of Campina Grande -3w ago·also Federal Institute of Pernambuco - IFPE, Instituto Federal da Paraíba - IFPB, VIRTUS/UFCG Federal University of Campina Grande (UFCG)

Structural Validation of LLM-Generated Microservice Decompositions Using Source-Code Dependencies

Structural evaluations of LLM-generated microservices reveal that apparent differences in prompting strategies may mask underlying methodological biases rather than true architectural quality.

Daniel Silva, Renan Alves, Emanuel Dantas Filho +11

Code Generation & Program Synthesis Distributed Systems & Hardware Eval Frameworks & Benchmarks

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A. Perkusich

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)