MediatorDNN: Contention Mitigation for Co-Located DNN Inference Jobs
Author:
Affiliation:
1. Worcester Polytechnic Institute,Computer Science Department,Worcester,MA
2. School of Engineering, Brown University,Providence,RI
Funder
NSF
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx8/10643868/10643887/10643900.pdf?arnumber=10643900
Reference50 articles.
1. Reusing GEMM Hardware for Efficient Execution of Depthwise Separable Convolution on ASIC-Based DNN Accelerators
2. Optimizing FPGA-Based DNN Accelerator With Shared Exponential Floating-Point Format
3. DeepRecSys: A System for Optimizing End-To-End At-Scale Neural Recommendation Inference
4. SPLIT: QoS-Aware DNN Inference on Shared GPU via Evenly-Sized Model Splitting
5. Improving Cluster Utilization Through Adaptive Resource Management for Deep Neural Network and CPU Jobs Colocation
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