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With the popularity of cloud computing and machine learning, it has been a trend to outsource machine learning processes (including model training and model-based inference) to cloud. By the outsourcing, other than utilizing the extensive…

密码学与安全 · 计算机科学 2023-08-03 Pinglan Liu , Wensheng Zhang

Quantum computing is moving swiftly from theoretical to practical applications, making it crucial to establish a significant quantum advantage. Despite substantial investments, access to quantum devices is still limited, with users facing…

分布式、并行与集群计算 · 计算机科学 2024-07-29 Shmeelok Chakraborty , Yuewen Hou , Ang Chen , Gokul Subramanian Ravi

In order for a robot to perform a task, several algorithms need to be executed, sometimes, simultaneously. Algorithms can be run either on the robot itself or, upon request, be performed on cloud infrastructure. The term cloud…

机器人学 · 计算机科学 2022-02-09 Saeid Alirezazadeh , Luís A. Alexandre

Cloud Robotics is a paradigm where distributed robots are connected to cloud services via networks to access unlimited computation power, at the cost of network communication. However, due to limitations such as network latency and…

机器人学 · 计算机科学 2018-09-19 Nan Tian , Jinfa Chen , Mas Ma , Robert Zhang , Bill Huang , Ken Goldberg , Somayeh Sojoudi

The increasing number of edge devices with enhanced sensing capabilities, such as smartphones, wearables, and IoT devices equipped with sensors, holds the potential for innovative smart-edge applications in healthcare. These devices…

分布式、并行与集群计算 · 计算机科学 2025-08-29 Patrick Langer , Elgar Fleisch , Filipe Barata

Human-robot interaction plays a crucial role to make robots closer to humans. Usually, robots are limited by their own capabilities. Therefore, they utilise Cloud Robotics to enhance their dexterity. Its ability includes the sharing of…

机器人学 · 计算机科学 2019-08-15 Siva Leela Krishna Chand Gudi , Benjamin Johnston , Mary-Anne Williams

Given the on-demand nature of cloud computing, managing cloud-based services requires accurate modeling for the correlation between their Quality of Service (QoS) and cloud configurations/resources. The resulted models need to cope with the…

分布式、并行与集群计算 · 计算机科学 2015-04-16 Tao Chen , Rami Bahsoon , Xin Yao

Active communication between robots and humans is essential for effective human-robot interaction. To accomplish this objective, Cloud Robotics (CR) was introduced to make robots enhance their capabilities. It enables robots to perform…

机器人学 · 计算机科学 2018-11-15 Siva Leela Krishna Chand Gudi , Suman Ojha , Benjamin Johnston , Jesse Clark , Mary-Anne Williams

Internet of Things (IoT) is expected to enable a myriad of applications by interconnecting objects - such as sensors and robots - over the Internet. IoT applications range from healthcare to autonomous vehicles and include disaster…

分布式、并行与集群计算 · 计算机科学 2017-11-07 Carla Mouradian , Sami Yangui , Roch H. Glitho

Cloud computing has attracted both end-users and Cloud Service Providers (CSPs) in recent years. Improving resource utilization rate (RUtR), such as CPU and memory usages on servers, while maintaining Quality-of-Service (QoS) is one key…

分布式、并行与集群计算 · 计算机科学 2020-02-13 Mingxi Cheng , Ji Li , Paul Bogdan , Shahin Nazarian

This paper introduces RobotIQ, a framework that empowers mobile robots with human-level planning capabilities, enabling seamless communication via natural language instructions through any Large Language Model. The proposed framework is…

机器人学 · 计算机科学 2025-02-19 Emmanuel K. Raptis , Athanasios Ch. Kapoutsis , Elias B. Kosmatopoulos

Fog Robotics renders networked robots with greater mobility, on-demand compute capabilities and better energy efficiency by offloading heavy robotics workloads to nearby Edge and distant Cloud data centers. However, as the de-facto standard…

机器人学 · 计算机科学 2022-10-24 Kaiyuan Chen , Jiachen Yuan , Nikhil Jha , Jeffrey Ichnowski , John Kubiatowicz , Ken Goldberg

Cloud-based serverless computing systems, either public or privately provisioned, aim to provide the illusion of infinite resources and abstract users from details of the allocation decisions. With the goal of providing a low cost and a…

分布式、并行与集群计算 · 计算机科学 2020-11-25 Chavit Denninnart

Cross-platform robot control remains difficult because hardware interfaces, data formats, and control paradigms vary widely, which fragments toolchains and slows deployment. To address this, we present Control Your Robot, a modular,…

机器人学 · 计算机科学 2025-12-10 Tian Nian , Weijie Ke , Shaolong Zhu , Bingshan Hu

Current cloud-based smart systems suffer from weaknesses such as high response latency, limited network bandwidth and the restricted computing power of smart end devices which seriously affect the system's QoS (Quality of Service).…

软件工程 · 计算机科学 2021-02-02 Xuejun Li , Ran Ding , Xiao Liu , Jia Xu , Yun Yang , John Grundy

Function offloading is a promising solution to address limitations concerning computational capacity and available energy of Connected Automated Vehicles~(CAVs) or other autonomous robots by distributing computational tasks between local…

机器人学 · 计算机科学 2026-02-10 Robin Dehler , Michael Buchholz

The explosion of cloud services on the Internet brings new challenges in service discovery and selection. Particularly, the demand for efficient quality-of-service (QoS) evaluation is becoming urgently strong. To address this issue, this…

分布式、并行与集群计算 · 计算机科学 2015-08-20 Hao Wu , Jun He , Bo Li , Yijian Pei

This article presents the design and the implementation of a cloud system for knowledge-based autonomous interaction devised for Social Robots and other conversational agents. The system is particularly convenient for low-cost robots and…

机器人学 · 计算机科学 2023-03-17 Lucrezia Grassi , Carmine Tommaso Recchiuto , Antonio Sgorbissa

Cloud Robotics is helping to create a new generation of robots that leverage the nearly unlimited resources of large data centers (i.e., the cloud), overcoming the limitations imposed by on-board resources. Different processing power,…

机器人学 · 计算机科学 2024-12-03 Saeid Alirezazadeh , Luís A. Alexandre

The paper presents a novel cloud-based digital twin learning platform for teaching and training concepts of cognitive robotics. Instead of forcing interested learners or students to install a new operating system and bulky, fragile software…

机器人学 · 计算机科学 2024-04-22 Arthur Niedźwiecki , Sascha Jongebloed , Yanxiang Zhan , Michaela Kümpel , Jörn Syrbe , Michael Beetz