Utilization of WUT Eden Cluster - User's Questionnaire (Oct 2025 to Nov 2025, 33 responses)

Utilization of WUT Eden Cluster - User's QuestionnaireA 41-item questionnaire sent to 50 active users of the Warsaw University of Technology (WUT) Eden cluster, yielding 33 valid responses (66% response rate).Responses were gathered from October to November 2025.Ad-hoc and individualized workloads.Only 24% users often run replication packages, while 46% rarely or never do. This highlights the need for adaptive Software Engineering tools - such as environment introspection, configuration linting, and lightweight profilers that can analyze arbitrary user scripts without prior setup. Semgrep or opengrep static analysis can be only a part of this process.Awareness gap.Although queues are often congested, only 29% of users often monitor GPU utilization, and 47% do so rarely or never. Many assume "the scheduler ensures efficiency", or lack convenient metrics during long runs. Thus, inefficiency persists unnoticed - not from unwillingness, but from missing feedback.Conditional readiness.Users express motivation to improve: 88% would adjust configurations if inefficiency was detected, 76% rated dashboards as useful, and 82% valued training materials. The issue is therefore not resistance but the absence of mechanisms.