Title
HybridEP: Scaling Expert Parallelism to Cross-Datacenter Scenario via Hybrid Expert/Data Transmission Weihao Yang Hao Huang Donglei Wu Ningke Li Yanqi Pan Qiyang Zheng Wen Xia Shiyi Li Qiang Wang MoE 126 0 0 22 Oct 2025
Resource-aware Mixed-precision Quantization for Enhancing Deployability of Transformers for Time-series Forecasting on Embedded FPGAs Tianheng Ling Chao Qian Gregor Schiele 329 2 0 04 Oct 2024
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Quantum Cloud Computing: Trends and Challenges Muhammed Golec Emir Sahin Hatay Mustafa Golec Murat Uyar Merve Golec S. Gill 154 35 0 30 Apr 2024
Quantum Algorithms: A New Frontier in Financial Crime Prevention Abraham Itzhak Weinberg Alessio Faccia AIFin 177 8 0 27 Mar 2024
Modern Computing: Vision and ChallengesTelematics and Informatics Reports (TIR), 2024 S. Gill Huaming Wu Panos Patros Carlo Ottaviani Priyansh Arora ... Salil S. Kanhere Schahram Dustdar Steve Uhlig K. Ramamohanarao Rajkumar Buyya 166 132 0 04 Jan 2024
Distributed AI in Zero-touch Provisioning for Edge Networks: Challenges and Research Directions Abhishek Hazra Andrea Morichetta Ilir Murturi Lauri Lovén C. Dehury Víctor Casamayor Pujol Praveen Kumar Donta Schahram Dustdar 139 11 0 29 Nov 2023
Cold Start Latency in Serverless Computing: A Systematic Review, Taxonomy, and Future DirectionsACM Computing Surveys (ACM Comput. Surv.), 2023 Muhammed Golec G. Walia Mohit Kumar Félix Cuadrado S. Gill Steve Uhlig 183 33 0 12 Oct 2023
EdgeAISim: A Toolkit for Simulation and Modelling of AI Models in Edge Computing Environments Aadharsh Roshan Nandhakumar Ayush Baranwal Priyanshukumar Choudhary Muhammed Golec S. Gill 129 32 0 09 Oct 2023
CloudProphet: A Machine Learning-Based Performance Prediction for Public CloudsIEEE Transactions on Sustainable Computing (TSC), 2023 Darong Huang Luis Costero A. Pahlevan Marina Zapater David Atienza Alonso 76 8 0 28 Sep 2023
A Meta-learning based Stacked Regression Approach for Customer Lifetime Value Prediction Karan Gadgil S. Gill A. Abdelmoniem 159 25 0 07 Aug 2023
Fortaleza: The emergence of a network hubInternet of Things and Cyber-Physical Systems (IoT-CPS), 2023 Eric Bragion H. Akter Mohit Kumar Minxian Xu A. Abdelmoniem S. Gill 107 0 0 28 Jun 2023
ChatGPT: Vision and ChallengesInternet of Things and Cyber-Physical Systems (IoT-CPS), 2023 S. Gill Rupinder Kaur 160 165 0 08 May 2023
Managing Cold-start in The Serverless Cloud with Temporal Convolutional NetworksFuture generations computer systems (FGCS), 2023 Tam n. Nguyen 211 10 0 01 Apr 2023
Mind meets machine: Unravelling GPT-4's cognitive psychologyBenchCouncil Transactions on Benchmarks, Standards and Evaluations (TBBSE), 2023 Sifatkaur Dhingra Manmeet Singh Vaisakh S.B. Neetiraj Malviya S. Gill AI4MH 156 51 0 20 Mar 2023
AI-based Fog and Edge Computing: A Systematic Review, Taxonomy and Future DirectionsInternet of Things (IoT), 2022 Sundas Iftikhar S. Gill Chenghao Song Minxian Xu M. Aslanpour ... Félix Cuadrado Blesson Varghese Omer F. Rana Schahram Dustdar Steve Uhlig 165 169 0 09 Dec 2022
Cost Control and Efficiency Optimization in Maintainability Implementation of Wireless Sensor Networks based on Serverless Computing Tiannan Gao Minxian Xu 87 4 0 28 Oct 2022
Towards Transmission-Friendly and Robust CNN Models over Cloud and DeviceIEEE Transactions on Mobile Computing (IEEE TMC), 2022 Chuntao Ding Zhichao Lu F. Xu Vishnu Boddeti Yidong Li Jiannong Cao 167 24 0 20 Jul 2022
Towards Trustworthy Edge Intelligence: Insights from Voice-Activated ServicesIEEE International Conference on Services Computing (SCC), 2022 W. Hutiri Aaron Yi Ding 107 4 0 20 Jun 2022
Intelligence at the Extreme Edge: A Survey on Reformable TinyMLACM Computing Surveys (ACM CSUR), 2022 Visal Rajapakse Ishan Karunanayake Nadeem Ahmed SyDa 161 73 0 02 Apr 2022
Security for Machine Learning-based Software Systems: a survey of threats, practices and challengesACM Computing Surveys (ACM CSUR), 2022 Huaming Chen Muhammad Ali Babar AAML 223 33 0 12 Jan 2022
Evaluation of Distributed Databases in Hybrid Clouds and Edge Computing: Energy, Bandwidth, and Storage Consumption Yaser Mansouri Victor Prokhorenko Faheem Ullah Muhammad Ali Babar 216 9 0 15 Sep 2021
Collaborative Federated Learning For Healthcare: Multi-Modal COVID-19 Diagnosis at the EdgeIEEE Open Journal of the Computer Society (JOCS), 2021 A. Qayyum Kashif Ahmad Muhammad Ahtazaz Ahsan Ala I. Al-Fuqaha Junaid Qadir FedML 225 236 0 19 Jan 2021