Distributed intelligence on the Edge-to-Cloud Continuum: A systematic literature review

29 April 2022

Papers citing "Distributed intelligence on the Edge-to-Cloud Continuum: A systematic literature review"

27 / 27 papers shown

Title
Reinforcement learning Florentin Wörgötter 82 2,533 0 16 May 2024
Reproducible Performance Optimization of Complex Applications on the Edge-to-Cloud Continuum Daniel Rosendo Alexandru Costan Gabriel Antoniu Matthieu Simonin J. Lombardo Alexis Joly P. Valduriez 48 5 0 04 Aug 2021
Exploring Task Placement for Edge-to-Cloud Applications using Emulation André Luckow Kartik Rattan S. Jha 33 8 0 07 Apr 2021
Deep Learning in the Era of Edge Computing: Challenges and Opportunities Mi Zhang Faen Zhang Nicholas D. Lane Yuanchao Shu Xiao Zeng Biyi Fang Shen Yan Hui Xu 44 41 0 17 Oct 2020
Move Fast and Meet Deadlines: Fine-grained Real-time Stream Processing with Cameo Le Xu Shivaram Venkataraman Indranil Gupta Kai Zou Rahul Potharaju AI4TS 31 30 0 06 Oct 2020
S2CE: A Hybrid Cloud and Edge Orchestrator for Mining Exascale Distributed Streams N. Kourtellis H. Herodotou Maciej Grzenda P. Wawrzyniak Albert Bifet 23 3 0 02 Jul 2020
A Survey on Edge Computing Systems and Tools Fan Liu Guoming Tang Youhuizi Li Zhiping Cai Xingzhou Zhang Tongqing Zhou 58 220 0 07 Nov 2019
Transformative effects of IoT, Blockchain and Artificial Intelligence on cloud computing: Evolution, vision, trends and open challenges S. Gill Shreshth Tuli Minxian Xu Inderpreet Singh Karandeep Singh ... S. Misra M. Aslanpour Harshita Mehta V. Stankovski Peter Garraghan 73 370 0 21 Oct 2019
IoTSim-Edge: A Simulation Framework for Modeling the Behaviour of IoT and Edge Computing Environments D. N. Jha K. Alwasel Areeb Alshoshan Xianghua Huang R. Naha ... Deepak Puthal Philip James Albert Y. Zomaya Schahram Dustdar R. Ranjan 38 19 0 07 Oct 2019
Edge AI: On-Demand Accelerating Deep Neural Network Inference via Edge Computing En Li Liekang Zeng Zhi Zhou Xu Chen 54 628 0 04 Oct 2019
The Disruptions of 5G on Data-driven Technologies and Applications Dumitrel Loghin Shaofeng Cai Gang Chen Tien Tuan Anh Dinh Feiyi Fan ... Wei Wang Xiaokui Xiao Yang Yang Meihui Zhang Zhonghua Zhang 46 66 0 06 Sep 2019
Edge Intelligence: The Confluence of Edge Computing and Artificial Intelligence Shuiguang Deng Hailiang Zhao Weijia Fang Yuxiang Cai Schahram Dustdar Albert Y. Zomaya 98 615 0 02 Sep 2019
Spiking Neural Networks and Online Learning: An Overview and Perspectives J. Lobo Javier Del Ser Albert Bifet N. Kasabov 67 226 0 23 Jul 2019
pCAMP: Performance Comparison of Machine Learning Packages on the Edges Xingzhou Zhang Yifan Wang Weisong Shi 42 91 0 05 Jun 2019
Training on the Edge: The why and the how Navjot Kukreja Alena Shilova Olivier Beaumont Jan Huckelheim N. Ferrier P. Hovland Gerard Gorman 39 35 0 13 Feb 2019
Towards Federated Learning at Scale: System Design Keith Bonawitz Hubert Eichner W. Grieskamp Dzmitry Huba A. Ingerman ... H. B. McMahan Timon Van Overveldt David Petrou Daniel Ramage Jason Roselander FedML 124 2,670 0 04 Feb 2019
A First Look at Deep Learning Apps on Smartphones Mengwei Xu Jiawei Liu Yuanqiang Liu F. Lin Yunxin Liu Xuanzhe Liu HAI 68 183 0 08 Nov 2018
Tune: A Research Platform for Distributed Model Selection and Training Richard Liaw Eric Liang Robert Nishihara Philipp Moritz Joseph E. Gonzalez Ion Stoica 214 904 0 13 Jul 2018
Deep Learning in Mobile and Wireless Networking: A Survey Chaoyun Zhang P. Patras Hamed Haddadi 105 1,319 0 12 Mar 2018
Horovod: fast and easy distributed deep learning in TensorFlow Alexander Sergeev Mike Del Balso 100 1,221 0 15 Feb 2018
Deep Learning for IoT Big Data and Streaming Analytics: A Survey M. Mohammadi Ala I. Al-Fuqaha Sameh Sorour Mohsen Guizani 79 1,060 0 09 Dec 2017
EmuFog: Extensible and Scalable Emulation of Large-Scale Fog Computing Infrastructures R. Mayer Leon Graser Harshit Gupta Enrique Saurez U. Ramachandran MoE 54 138 0 22 Sep 2017
A Survey on Multi-Task Learning Yu Zhang Qiang Yang AIMat 605 2,240 0 25 Jul 2017
Continual Learning with Deep Generative Replay Hanul Shin Jung Kwon Lee Jaehong Kim Jiwon Kim KELM CLL 80 2,086 0 24 May 2017
iFogSim: A Toolkit for Modeling and Simulation of Resource Management Techniques in Internet of Things, Edge and Fog Computing Environments Harshit Gupta A. V. Dastjerdi S. Ghosh Rajkumar Buyya 92 1,418 0 07 Jun 2016
Hyperparameter Search in Machine Learning Marc Claesen B. De Moor 69 441 0 07 Feb 2015
Practical Bayesian Optimization of Machine Learning Algorithms Jasper Snoek Hugo Larochelle Ryan P. Adams 367 7,954 0 13 Jun 2012