Search Results for author: Farokh Bastani

Found 3 papers, 1 papers with code

TLETA: Deep Transfer Learning and Integrated Cellular Knowledge for Estimated Time of Arrival Prediction

no code implementations17 Jun 2022 Hieu Tran, Son Nguyen, I-Ling Yen, Farokh Bastani

Importantly, our transfer models only train the last layers to map the transferred knowledge, that reduces the training time significantly.

Transfer Learning

IoT Data Discovery: Routing Table and Summarization Techniques

no code implementations21 Mar 2022 Hieu Tran, Son Nguyen, I-Ling Yen, Farokh Bastani

Specifically, as the first in the field, this paper investigates routing table designs and various compression techniques to support effective and space-efficient IoT data discovery routing.

Into Summarization Techniques for IoT Data Discovery Routing

1 code implementation20 Jul 2021 Hieu Tran, Son Nguyen, I-Ling Yen, Farokh Bastani

Also, our approach outperforms DHT based approaches by 2 to 6 folds in terms of latency and traffic.

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