From the Internet to embryos and brains:
The hourglass architecture of hierarchically modular systems
Recorded 21 September 2017 in Lausanne, Vaud, Switzerland
Event: IC Colloquia - EPFL IC School Colloquia
Many systems in nature and technology have an hourglass-like architecture, meaning that the system generates hierarchically many outputs from many inputs through a relatively small number of intermediate complexity modules. The latter, referred to as the waist of the hourglass, participate in almost all input-output dependencies and they are critical for the operation of the entire system. We have investigated the hourglass effect in technological systems (Internet protocol stack, call-graphs and class dependency networks in software, deep neural networks), information systems (citation networks), and in nature (genomic hourglass in developmental biology, metabolic networks, c.elegans brain). The talk will summarize these findings, aiming to answer the following questions: why is the hourglass effect so common across disciplines and what does it imply about the evolvability of the corresponding systems?
Watched 726 times.Watch