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Fine-Grained Network Analysis for Modern Software Ecosystems

Paolo Boldi, Georgios Gousios

2020ACM Transactions on Internet Technology19 citationsDOIOpen Access PDF

Abstract

Modern software development is increasingly dependent on components, libraries, and frameworks coming from third-party vendors or open-source suppliers and made available through a number of platforms (or forges ). This way of writing software puts an emphasis on reuse and on composition, commoditizing the services that modern applications require. On the other hand, bugs and vulnerabilities in a single library living in one such ecosystem can affect, directly or by transitivity, a huge number of other libraries and applications. Currently, only product-level information on library dependencies is used to contain this kind of danger, but this knowledge often reveals itself too imprecise to lead to effective (and possibly automated) handling policies. We will discuss how fine-grained function-level dependencies can greatly improve reliability and reduce the impact of vulnerabilities on the whole software ecosystem.

Topics & Concepts

Computer scienceReuseSoftwareSoftware engineeringReliability (semiconductor)Data scienceSoftware developmentLead (geology)World Wide WebSoftware systemLegacy systemKey (lock)Software qualitySoftware miningSoftware analyticsNetwork analysisComponent-based software engineeringSecurity bugSoftware bugPackage development processSoftware Reliability and Analysis ResearchSoftware Engineering ResearchSoftware System Performance and Reliability
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