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检索条件"任意字段=IEEE International Conference on Distributed Computing in Sensor Systems"
30758 条 记 录,以下是201-210 订阅
排序:
Accelerating distributed ML Training via Selective Synchronization  25
Accelerating Distributed ML Training via Selective Synchroni...
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25th ieee international conference on Cluster computing (CLUSTER)
作者: Tyagi, Sahil Swany, Martin Indiana Univ Bloomington Bloomington IN 47405 USA
In distributed training, deep neural networks (DNNs) are launched over multiple workers concurrently and aggregate their local updates on each step in bulk-synchronous parallel (BSP) training. However, BSP does not li... 详细信息
来源: 评论
distributed Model Predictive Control Considering Delay-Compensating Strategy for Urban Vehicle Platooning in A Mixed Autonomy Traffic  26
Distributed Model Predictive Control Considering Delay-Compe...
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ieee 26th international conference on Intelligent Transportation systems (ITSC)
作者: Liu, Meiqi Jin, Kairan Hao, Ruochen Dalian Maritime Univ Sch Maritime Econ & Management Dalian 116026 Peoples R China Tongji Univ Shanghai 201804 Peoples R China
Connected and Automated Vehicles (CAVs) have the potential to reduce traffic congestion, travel delay, and fuel consumption on urban roads. In this paper, the Model Predictive Control (MPC) approach is employed for CA... 详细信息
来源: 评论
NB-AirStream: Advancing Air Quality Monitoring with LoRa and NB-IoT Integration  10
NB-AirStream: Advancing Air Quality Monitoring with LoRa and...
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10th ieee international conference on Electronics, computing and Communication Technologies (ieee CONECCT)
作者: Yesindan, R. Sangiya, S. Valluvan, R. Mukunthan, T. Ahilan, K. Pravina, M. Univ Jaffna Elect & Elect Engn Jaffna Sri Lanka
Growing concerns about air pollution highlight the need for efficient solutions in air quality monitoring. This study presents a novel air quality assessment system integrating Wireless sensor Network (WSN) with Narro... 详细信息
来源: 评论
bbTopk: Bandwidth-Aware Sparse Allreduce with Blocked Sparsification for Efficient distributed Training  43
bbTopk: Bandwidth-Aware Sparse Allreduce with Blocked Sparsi...
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43rd ieee international conference on distributed computing systems (ICDCS)
作者: Chen, Chang Li, Min Yang, Chao Peking Univ Ctr Data Sci Beijing Peoples R China Peking Univ Sch Math Sci Beijing Peoples R China Peking Univ Natl Engn Lab Big Data Anal & Applicat Beijing Peoples R China PKU Changsha Inst Comp & Digital Econ Beijing Peoples R China
Communication overhead is one of the major bottlenecks for large-scale distributed model training. Sparse gradient has been proposed to reduce the communication volume dramatically without affecting the model accuracy... 详细信息
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Evaluation and Optimization of Gradient Compression for distributed Deep Learning  43
Evaluation and Optimization of Gradient Compression for Dist...
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43rd ieee international conference on distributed computing systems (ICDCS)
作者: Zhang, Lin Zhang, Longteng Shi, Shaohuai Chu, Xiaowen Li, Bo Hong Kong Univ Sci & Technol Hong Kong Peoples R China Hong Kong Baptist Univ Hong Kong Peoples R China Harbin Inst Technol Shenzhen Peoples R China Hong Kong Univ Sci & Technol Guangzhou Hong Kong Peoples R China
To accelerate distributed training, many gradient compression methods have been proposed to alleviate the communication bottleneck in synchronous stochastic gradient descent (S-SGD), but their efficacy in real-world a... 详细信息
来源: 评论
distributed Control Application for Smart Grids using RIAPS  9
Distributed Control Application for Smart Grids using RIAPS
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ieee international conference on Smart computing (SMARTCOMP)
作者: Ghosh, Purboday Barua, Niloy Krentz, Timothy Karsai, Gabor Dubey, Abhishek Lukic, Srdjan Vanderbilt Univ Inst Software Integrated Syst 221 Kirkland Hall Nashville TN 37235 USA North Carolina State Univ FREEDM Syst Ctr Raleigh NC USA
The integration of computational capabilities with the electrical infrastructure of the grid can be envisioned as a societal scale Cyber Physical System (CPS). Middleware frameworks can act as a layer of abstraction t... 详细信息
来源: 评论
Efficient Localness Transformer for Smart sensor-Based Energy Disaggregation  18
Efficient Localness Transformer for Smart Sensor-Based Energ...
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18th Annual international conference on distributed computing in sensor systems (DCOSS)
作者: Yue, Zhenrui Zeng, Huimin Kou, Ziyi Shang, Lanyu Wang, Dong Univ Illinois Sch Informat Sci Champaign IL 61820 USA
Modern smart sensor-based energy management systems leverage non-intrusive load monitoring (NILM) to predict and optimize appliance load distribution in real-time. NILM, or energy disaggregation, refers to the decompo... 详细信息
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Cohabitation of Intelligence and systems: Towards Self-reference in Digital Anatomies  18
Cohabitation of Intelligence and Systems: Towards Self-refer...
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18th ieee international conference on Intelligent and Service-Oriented systems Engineering (CISOSE)
作者: Morichetta, Andrea Lackinger, Anna Dustdar, Schahram TU Wien Vienna Austria
The modern computing scenario of the computing Continuum exhibits large and complex applications with heterogeneous requirements running on distributed infrastructure. Still, when it comes to coordinating and controll... 详细信息
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Design and Evaluation of a K8s-based System for distributed Open-Source Cellular Networks  19
Design and Evaluation of a K8s-based System for Distributed ...
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19th ieee international Wireless Communications and Mobile computing (ieee IWCMC)
作者: Palomares, Javier Coronado, Estefania Rincon, David Shuaib Siddiqui, Muhammad i2CAT Fdn Barcelona Spain Univ Politecn Catalunya UPC Dept Network Engn Barcelona Spain Univ Castilla La Mancha Albacete Spain
Virtualization in cellular networks is one of the key areas of research where technologies, infrastructure and challenges are rapidly changing as 5G system architecture demands a paradigm shift. This paper aims to stu... 详细信息
来源: 评论
Drone-based Optimal and Heuristic Orienteering Algorithms Towards Bug Detection in Orchards  18
Drone-based Optimal and Heuristic Orienteering Algorithms To...
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18th Annual international conference on distributed computing in sensor systems (DCOSS)
作者: Sorbelli, Francesco Betti Coro, Federico Das, Sajal K. Palazzetti, Lorenzo Pinotti, Cristina M. Univ Perugia Dept Comp Sci & Math Perugia Italy Missouri Univ Sci & Technol Dept Comp Sci Rolla MO 65409 USA Univ Florence Dept Comp Sci & Math Florence Italy
In this paper, we consider the problem of using a drone to collect information within orchards in order to detect bugs. An orchard can be modeled as an aisle-graph, which is a regular data structure formed by consecut... 详细信息
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