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Project resilience as network robustness

arXiv 2604.17417 ↗First posted 19 Apr 2026cs.SE cs.AI cs.SYcited by 0

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Abstract (arXiv)

Engineering projects are the result of the combined effort of their members. Yet, it has been documented that labor division withing projects is unevenly distributed: some project members are specialists undertaking only few tasks, whereas other are generalists and are responsible for the success of many tasks. Moreover, the latter are often facilitators of project integration. Such a workload distribution prompts one question: how resilient is a project to key personnel loss? Far from being a theoretical problem, the reliance of a project on a few key people can lead to severe economic losses and delays. We argue that current methods to estimate such a risk are unsatisfactory: some methods offer a best-case estimate and are, therefore, too optimistic; other methods fail to capture project fragmentation leading to biased estimates and unrealistic consequences in many settings. In this paper, we develop a novel method to assess project vulnerability by looking at it from the lens of network robustness. We compare our method against existing alternatives and show that it offers better and more consistent estimates of project resilience to personnel loss.

Key facts. No citing papers in the map yet (data through 7 Oct 2026). Builds on 6 of its 24 references that are in the map. First posted on arXiv 19 Apr 2026.

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6 of 24 references.

References · 6

  1. 2016A Novel Approach for Estimating Truck Factorscited by 6
  2. 2019On the abandonment and survival of open source projects: An empirical investigationcited by 5
  3. 2017We Don't Need Another Hero? The Impact of "Heroes" on Software Developmentcited by 3
  4. 2022Bus Factor In Practicecited by 2
  5. 2013The Rise and Fall of a Central Contributor: Dynamics of Social Organization and Performance in the Gentoo Communitycited by 1
  6. 2026The Theory and Practice of Computing the Bus-Factorcited by 1

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