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03/17/2022
A Survey of Multi-Tenant Deep Learning Inference on GPU
Deep Learning (DL) models have achieved superior performance. Meanwhile,...
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01/13/2022
CurvingLoRa to Boost LoRa Network Capacity via Concurrent Transmission
LoRaWAN has emerged as an appealing technology to connect IoT devices bu...
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11/28/2021
Automated Runtime-Aware Scheduling for Multi-Tenant DNN Inference on GPU
With the fast development of deep neural networks (DNNs), many real-worl...
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11/28/2021
A Survey of Large-Scale Deep Learning Serving System Optimization: Challenges and Opportunities
Deep Learning (DL) models have achieved superior performance in many app...
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11/08/2020
Towards Latency-aware DNN Optimization with GPU Runtime Analysis and Tail Effect Elimination
Despite the superb performance of State-Of-The-Art (SOTA) DNNs, the incr...
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01/21/2020