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The emerging interest in low-latency high-reliability applications, such as connected vehicles, necessitates a new abstraction between communication and control. Thanks to advances in cyber-physical systems over the past decades, we…

最优化与控制 · 数学 2018-10-31 Konstantinos Gatsis , Hamed Hassani , George J. Pappas

Voltage control generally requires accurate information about the grid's topology in order to guarantee network stability. However, accurate topology identification is a challenging problem for existing methods, especially as the grid is…

系统与控制 · 电气工程与系统科学 2022-06-30 Christopher Yeh , Jing Yu , Yuanyuan Shi , Adam Wierman

In recent years, there has been a shift in computing architectures, moving away from centralized cloud computing towards decentralized edge and fog computing. This shift is driven by factors such as the increasing volume of data generated…

密码学与安全 · 计算机科学 2024-03-21 Carmine Cesarano

The advances in virtualization technologies have sparked a growing transition from virtual machine (VM)-based to container-based infrastructure for cloud computing. From the resource orchestration perspective, containers' lightweight and…

分布式、并行与集群计算 · 计算机科学 2023-10-02 Yuqiu Zhang , Tongkun Zhang , Gengrui Zhang , Hans-Arno Jacobsen

To a large extent, the deployment of edge computing (EC) can reduce the burden of the explosive growth of the Internet of things. As a powerful hub between the Internet of things and cloud servers, edge devices make the transmission of…

网络与互联网体系结构 · 计算机科学 2022-02-10 Peiying Zhang , Chunxiao Jiang , Xue Pang , Yi Qian

Fog/Edge computing model allows harnessing of resources in the proximity of the Internet of Things (IoT) devices to support various types of real-time IoT applications. However, due to the mobility of users and a wide range of IoT…

分布式、并行与集群计算 · 计算机科学 2021-08-06 Mohammad Goudarzi , Marimuthu Palaniswami , Rajkumar Buyya

The increasing deployment of deep neural networks (DNNs) in cyber-physical systems (CPS) enhances perception fidelity, but imposes substantial computational demands on execution platforms, posing challenges to real-time control deadlines.…

机器学习 · 计算机科学 2026-05-04 Pragya Sharma , Hang Qiu , Mani Srivastava

Many systems and services rely on timing assumptions for performance and availability to perform critical aspects of their operation, such as various timeouts for failure detectors or optimizations to concurrency control mechanisms. Many…

分布式、并行与集群计算 · 计算机科学 2023-09-26 Owen Hilyard , Bocheng Cui , Marielle Webster , Abishek Bangalore Muralikrishna , Aleksey Charapko

The surge in Internet of Things (IoT) devices and data generation highlights the limitations of traditional cloud computing in meeting demands for immediacy, Quality of Service, and location-aware services. Fog computing emerges as a…

密码学与安全 · 计算机科学 2024-08-06 Amir Pakmehr

Timing guarantees are crucial to cyber-physical applications that must bound the end-to-end delay between sensing, processing and actuation. For example, in a flight controller for a multirotor drone, the data from a gyro or inertial sensor…

系统与控制 · 计算机科学 2018-02-19 Zhuoqun Cheng , Richard West , Craig Einstein

Edge/Fog computing is a novel computing paradigm that provides resource-limited Internet of Things (IoT) devices with scalable computing and storage resources. Compared to cloud computing, edge/fog servers have fewer resources, but they can…

分布式、并行与集群计算 · 计算机科学 2021-08-10 Qifan Deng , Rajkumar Buyya

A vast and growing number of IoT applications connect physical devices, such as scientific instruments, technical equipment, machines, and cameras, across heterogenous infrastructure from the edge to the cloud to provide responsive,…

分布式、并行与集群计算 · 计算机科学 2021-04-09 Andre Luckow , Kartik Rattan , Shantenu Jha

Recent advances in the areas of Internet of Things (IoT), Big Data, and Machine Learning have contributed to the rise of a growing number of complex applications. These applications will be data-intensive, delay-sensitive, and real-time as…

网络与互联网体系结构 · 计算机科学 2019-01-29 Ashkan Yousefpour , Ashish Patil , Genya Ishigaki , Inwoong Kim , Xi Wang , Hakki C. Cankaya , Qiong Zhang , Weisheng Xie , Jason P. Jue

Due to the limited computing resources of swarm of drones, it is difficult to handle computation-intensive tasks locally, hence the cloud based computation offloading is widely adopted. However, for the business which requires low latency…

分布式、并行与集群计算 · 计算机科学 2022-03-23 Xiangwang Hou , Zhiyuan Ren , Wenchi Cheng , Chen Chen , Hailin Zhang

Edge computing processes data near its source, reducing latency and enhancing security compared to traditional cloud computing while providing its benefits. This paper explores edge computing for migrating an existing safety-critical…

To address the increased latency, network load and compromised privacy issues associated with the Cloud-centric IoT applications, fog computing has emerged. Fog computing utilizes the proximal computational and storage devices, for sensor…

分布式、并行与集群计算 · 计算机科学 2024-07-12 Satish Narayana Srirama

Modern Cyber-physical Systems (CPS) include applications like smart traffic, smart agriculture, smart power grid, etc. Commonly, these systems are distributed and composed of end-user applications and microservices that typically run in the…

分布式、并行与集群计算 · 计算机科学 2020-11-24 Lubomír Bulej , Tomáš Bureš , Adam Filandr , Petr Hnětynka , Iveta Hnětynkova , Jan Pacovský , Gabor Sandor , Ilias Gerostathopoulos

Robotic control systems are increasingly relying on distributed feedback controllers to tackle complex sensing and decision problems such as those found in highly articulated human-centered robots. These demands come at the cost of a…

系统与控制 · 计算机科学 2015-01-14 Ye Zhao , Nicholas Paine , Kwan Suk Kim , Luis Sentis

This paper considers a wireless network where multiple flows are delivering status updates about their respective information sources. An end user aims to make accurate real-time estimations about the status of each information source using…

网络与互联网体系结构 · 计算机科学 2019-01-31 Daojing Guo , I-Hong Hou

With smart devices, particular smartphones, becoming our everyday companions, the ubiquitous mobile Internet and computing applications pervade people daily lives. With the surge demand on high-quality mobile services at anywhere, how to…

网络与互联网体系结构 · 计算机科学 2016-03-31 Tom H. Luan , Longxiang Gao , Zhi Li , Yang Xiang , Guiyi Wei , Limin Sun