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UID:965@lincs.fr
DTSTART;TZID=Europe/Paris:20261119T140000
DTEND;TZID=Europe/Paris:20261119T150000
DTSTAMP:20261103T092105Z
URL:https://www.lincs.fr/events/structure-aware-distributed-computing-from
 -theory-to-computing-in-space/
SUMMARY:Structure-Aware Distributed Computing: From Theory to Computing in
 Space
DESCRIPTION:Distributed computing has become essential for processing
 large-scale computational tasks across interconnected devices and networks.
 However\, its efficiency is often limited by communication costs\,
 computational resources\, and network connectivity. This talk explores how
 exploiting the mathematical structure of computational tasks can help
 overcome these limitations.\nWe begin with an information-theoretic
 perspective on distributed function computation\, focusing on how the
 structure of Boolean functions and data placement influence communication
 requirements. We then extend the discussion to more general\, nonlinearly
 separable functions\, showing how sparse tensor factorization can be used
 to develop communication-efficient distributed computing schemes. Building
 on these theoretical foundations\, we discuss recent developments in coded
 computation and their potential applications in resource-constrained
 networks.\nFinally\, we turn to emerging challenges in satellite and
 unmanned aerial vehicle (UAV) networks\, where limited onboard resources\,
 dynamic connectivity\, and communication constraints motivate new
 approaches to distributed computation. We highlight ongoing research
 directions toward efficient and resilient computing across interconnected
 satellites.\nOverall\, the talk aims to bridge fundamental principles of
 distributed computation with the design of future networked computing
 systems\, from terrestrial networks to space.
CATEGORIES:Seminars
LOCATION:Amphi 2\, 19 place Marguerite Perey\, Palaiseau\, France
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 Palaiseau\, France;X-APPLE-RADIUS=100;X-TITLE=Amphi 2:geo:0,0
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TZID:Europe/Paris
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DTSTART:20261025T020000
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TZOFFSETTO:+0100
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