DIDL '21: Proceedings of the Fifth Workshop on Distributed Infrastructures for Deep Learning (DIDL) 2021
2021 Proceeding
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MIDDLEWARE '24
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research-article
Reproducible Model Sharing for AI Practitioners
The rapid advancements in AI and Machine Learning (ML) technology, from both industry and academia lead to the need of large-scale, efficient and safe model sharing. With recent models, reproducibility has gained tremendous complexity both on the ...
research-article
Ramps: Next Generation Platform for Real Time and Resilient IoT Analytics using MmWave and Programmable Switches
Real time IoT analytics remains a challenging problem due to the distributed nature of the analytics platform (comprising sensors, edge server(s), and actuators), which raises three fundamental challenges of (i) how to map computations to a distributed ...