Jouni Markkula

University of Oulu, Finland

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Publication activitypapers/week, last 8 weeks

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Architecture Design (Transformers, SSMs, MoE) (1)Code Generation & Program Synthesis (1)

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Sanja Aaramaa (1)Sandun Dasanayake (1)M. Oivo (1)Markku Oivo (1)

Papers (1)

Mar 18, 2026

2w ago

Requirements volatility in software architecture design: an exploratory case study

Requirements volatility doesn't just delay projects; it directly undermines software architecture, leading to technical debt and scheduling nightmares.

Sanja Aaramaa, Sandun Dasanayake, M. Oivo +4

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

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Jouni Markkula

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)