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Addressing runtime uncertainties in Machine Learning-Enabled Systems (MLS) is crucial for maintaining Quality of Service (QoS). The Machine Learning Model Balancer is a concept that addresses these uncertainties by facilitating dynamic ML…

软件工程 · 计算机科学 2024-02-12 Arya Marda , Shubham Kulkarni , Karthik Vaidhyanathan

The web experience in developing regions remains subpar, primarily due to the growing complexity of modern webpages and insufficient optimization by content providers. Users in these regions typically rely on low-end devices and limited…

网络与互联网体系结构 · 计算机科学 2025-02-25 Ayush Pandey , Matteo Varvello , Syed Ishtiaque Ahmed , Shurui Zhou , Lakshmi Subramanian , Yasir Zaki

High-quality, long-horizon demonstrations are essential for embodied AI, yet acquiring such data for tightly coupled wheeled mobile manipulators remains a fundamental bottleneck. Unlike fixed-base systems, mobile manipulators require…

机器人学 · 计算机科学 2026-03-09 Tongqing Chen , Hang Wu , Jiasen Wang , Xiaotao Li , Zhu Jin , Lu Fang

The integration of cloud computing and the Internet of Things (IoT) is essential for scalable, intelligent systems. However, developing cloud-of-things (CoT) applications remains challenging. It requires significant technical expertise and…

软件工程 · 计算机科学 2025-12-17 Cristiano Welter , Kleinner Farias

Leveraging the potential power of even small handheld devices able to communicate wirelessly requires dedicated support. In particular, collaborative applications need sophisticated assistance in terms of querying and exchanging different…

网络与互联网体系结构 · 计算机科学 2007-08-07 Matthias R. Brust , Daniel Goergen , Christian Hutter , Steffen Rothkugel

Machine Learning (ML) has been demonstrated to improve productivity in many manufacturing applications. To host these ML applications, several software and Industrial Internet of Things (IIoT) systems have been proposed for manufacturing…

机器学习 · 计算机科学 2024-04-10 Yutian Ren , Yuqi He , Xuyin Zhang , Aaron Yen , G. P. Li

The need for customizable properties in autonomous robotic platforms, such as in-home nursing care for the elderly and parallel implementations of human-to-machine control interfaces creates an opportunity to introduce methods deploying…

人机交互 · 计算机科学 2014-09-09 Christopher A. Tucker

Human-computer dialog plays a prominent role in interactions conducted at kiosks (e.g., withdrawing money from an atm or filling your car with gas), on smartphones (e.g., installing and configuring apps), and on the web (e.g., booking a…

编程语言 · 计算机科学 2025-03-03 Zachary S. Rowland , Saverio Perugini

Metadata hotspots remain one of the key obstacles to scalable Input/Output (I/O) in both High-Performance Computing (HPC) and cloud-scale storage environments. Situations such as job start-ups, checkpoint storms, or heavily skewed namespace…

分布式、并行与集群计算 · 计算机科学 2025-11-25 Sangam Ghimire , Nigam Niraula , Nirjal Bhurtel , Paribartan Timalsina , Bishal Neupane , James Bhattarai , Sudan Jha

Understanding and modeling human mobility patterns is crucial for effective transportation planning and urban development. Despite significant advances in mobility research, there remains a critical gap in simulation platforms that allow…

人工智能 · 计算机科学 2025-06-30 Yifan Liu , Xishun Liao , Haoxuan Ma , Jonathan Liu , Rohan Jadhav , Jiaqi Ma

The application of mobile computing is currently altering patterns of our behavior to a greater degree than perhaps any other invention. In combination with the introduction of BLE (Bluetooth Low Energy) and similar technologies enabling…

人机交互 · 计算机科学 2017-03-28 Tommy Nilsson

As mobile devices are becoming ubiquitous, regularly interacting with a variety of user interfaces (UIs) is a common aspect of daily life for many people. To improve the accessibility of these devices and to enable their usage in a variety…

Effective human-robot interaction requires emotionally rich multimodal expressions, yet most humanoid robots lack coordinated speech, facial expressions, and gestures. Meanwhile, real-world deployment demands on-device solutions that can…

机器人学 · 计算机科学 2026-02-10 Songhua Yang , Xuetao Li , Xuanye Fei , Mengde Li , Miao Li

Agents centered around Large Language Models (LLMs) are now capable of automating mobile device operations for users. After fine-tuning to learn a user's mobile operations, these agents can adhere to high-level user instructions online.…

人机交互 · 计算机科学 2024-01-18 Tinghe Ding

Jjodel is a cloud-based reflective platform designed to address the challenges of Model-Driven Engineering (MDE), particularly the cognitive complexity and usability barriers often encountered in existing model-driven tools. This article…

软件工程 · 计算机科学 2025-02-14 Antonio Bucchiarone , Juri Di Rocco , Damiano Di Vincenzo , Alfonso Pierantonio

Task-oriented dialogue systems have garnered significant attention due to their conversational ability to accomplish goals, such as booking airline tickets for users. Traditionally, task-oriented dialogue systems are conceptualized as…

计算与语言 · 计算机科学 2025-11-18 Pu-Hai Yang , Heyan Huang , Heng-Da Xu , Fanshu Sun , Xian-Ling Mao , Chaoxu Mu

Traditional compilers, designed for optimizing low-level code, fall short when dealing with modern, computation-heavy applications like image processing, machine learning, or numerical simulations. Optimizations should understand the…

编程语言 · 计算机科学 2024-11-21 Roland Leißa , Marcel Ulrich , Joachim Meyer , Sebastian Hack

Reliable and efficient communication is one of the key requirements for the deployment of self-driving cars. Consequently, researchers and developers require efficient and precise tools for the parallel development of vehicular mobility and…

网络与互联网体系结构 · 计算机科学 2017-09-08 Benjamin Sliwa , Johannes Pillmann , Fabian Eckermann , Christian Wietfeld

An unified language for the communicative acts between agents is essential for the design of multi-agents architectures. Whatever the type of interaction (linguistic, multimodal, including particular aspects such as force feedback),…

人工智能 · 计算机科学 2016-08-14 Frédéric Landragin , Alexandre Denis , Annalisa Ricci , Laurent Romary

Vehicle have access to the internet for communications to facilitate the need of mobility management and point of interest distribution in emerging Intelligent Transportation System (ITS) . Therefore, its obvious that by changing the road…

网络与互联网体系结构 · 计算机科学 2017-06-08 Imran Memon , Qasim Ali Arain