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CAREER: Approximation-First Telemetry for Hyperscale Networked Systems — NSF Award to University of Maryland, College Park (MD, $3

As cloud computing, artificial intelligence infrastructure, and internet services continue to grow, it becomes increasingly important to monitor the large networked systems that support communication, commerce, education, health, and science. These systems include massive collections of servers, network devices, storag

Award titleCAREER: Approximation-First Telemetry for Hyperscale Networked Systems
Award ID2544434
AwardeeUniversity of Maryland, College Park
CityCOLLEGE PARK
StateMD
Amount obligated$358,200
Principal investigatorZaoxing Liu
ProgramNetworking Technology and Syst
Start date06/01/2026
AbstractAs cloud computing, artificial intelligence infrastructure, and internet services continue to grow, it becomes increasingly important to monitor the large networked systems that support communication, commerce, education, health, and science. These systems include massive collections of servers, network devices, storage services, and software components that must work together reliably and efficiently. However, the data generated about network traffic, resource usage, and failures can be too lar
SourceNSF Awards

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