Ecomap: Sustainability-Driven Optimization of Multi-Tenant DNN Execution on Edge Servers

6 March 2025

Papers citing "Ecomap: Sustainability-Driven Optimization of Multi-Tenant DNN Execution on Edge Servers"

15 / 15 papers shown

Title
RankMap: Priority-Aware Multi-DNN Manager for Heterogeneous Embedded Devices Andreas Karatzas Dimitrios Stamoulis Iraklis Anagnostopoulos 88 1 0 26 Nov 2024
Joint Pruning and Channel-wise Mixed-Precision Quantization for Efficient Deep Neural Networks Beatrice Alessandra Motetti Matteo Risso Luca Bompani Enrico Macii Massimo Poncino Daniele Jahier Pagliari MQ 87 4 0 01 Jul 2024
Shared Memory-contention-aware Concurrent DNN Execution for Diversely Heterogeneous System-on-Chips Ismet Dagli M. E. Belviranli 65 10 0 10 Aug 2023
OmniBoost: Boosting Throughput of Heterogeneous Embedded Devices under Multi-DNN Workload Andreas Karatzas Iraklis Anagnostopoulos 54 22 0 06 Jul 2023
Clover: Toward Sustainable AI with Carbon-Aware Machine Learning Inference Service Baolin Li S. Samsi V. Gadepally Devesh Tiwari 67 30 0 19 Apr 2023
GreenScale: Carbon-Aware Systems for Edge Computing Young Geun Kim Udit Gupta Andrew McCrabb Yong-Bum Son V. Bertacco David Brooks Carole-Jean Wu 57 15 0 01 Apr 2023
Let's Wait Awhile: How Temporal Workload Shifting Can Reduce Carbon Emissions in the Cloud Philipp Wiesner Ilja Behnke Dominik Scheinert Kordian Gontarska L. Thamsen 62 86 0 25 Oct 2021
Monte Carlo Tree Search: A Review of Recent Modifications and Applications M. Świechowski Konrad Godlewski B. Sawicki Jacek Mańdziuk 89 271 0 08 Mar 2021
UniT: Multimodal Multitask Learning with a Unified Transformer Ronghang Hu Amanpreet Singh ViT 95 300 0 22 Feb 2021
Learning Search Space Partition for Black-box Optimization using Monte Carlo Tree Search Linnan Wang Rodrigo Fonseca Yuandong Tian 92 128 0 01 Jul 2020
Positional Encoding to Control Output Sequence Length Sho Takase Naoaki Okazaki 126 112 0 16 Apr 2019
Single-Path NAS: Designing Hardware-Efficient ConvNets in less than 4 Hours Dimitrios Stamoulis Ruizhou Ding Di Wang Dimitrios Lymberopoulos B. Priyantha Jie Liu Diana Marculescu 68 285 0 05 Apr 2019
High-Throughput CNN Inference on Embedded ARM big.LITTLE Multi-Core Processors Siqi Wang Gayathri Ananthanarayanan Yifan Zeng Neeraj Goel A. Pathania T. Mitra 110 123 0 14 Mar 2019
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 805 132,725 0 12 Jun 2017
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 404 33,573 0 16 Oct 2013