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Modern applications increasingly rely on inference serving systems to provide low-latency insights with a diverse set of machine learning models. Existing systems often utilize resource elasticity to scale with demand. However, many…

分布式、并行与集群计算 · 计算机科学 2025-05-13 Joel Wolfrath , Daniel Frink , Abhishek Chandra

In a dynamic heterogeneous environment, such as pervasive and ubiquitous computing, context-aware adaptation is a key concept to meet the varying requirements of different users. Connectivity is an important context source that can be…

机器学习 · 计算机科学 2021-09-07 Jaydip Sen , P. Balamuralidhar , M. Girish Chandra , Harihara S. G. , Harish Reddy

Microservices architecture is one of the new architectural styles that has improved in recent years. It has become a popular architectural style among system architects and developers. This popularity increased with the advent of new…

软件工程 · 计算机科学 2023-08-14 Mahyar Karimi , Ahmad Abdollahzadeh Barfroush

Industries are considering the adoption of cloud computing for real-time applications due to current improvements in network latencies and the advent of Fog and Edge computing. To create an RT-cloud capable of hosting real-time…

分布式、并行与集群计算 · 计算机科学 2023-01-19 Gabriele Monaco , Gautam Gala , Gerhard Fohler

This paper describes the implementation and evaluation of an operating system module, the Congestion Manager (CM), which provides integrated network flow management and exports a convenient programming interface that allows applications to…

网络与互联网体系结构 · 计算机科学 2007-05-23 David G. Andersen , Deepak Bansal , Dorothy Curtis , Srinivasan Seshan , Hari Balakrishnan

Ubiquitous information access becomes more and more important nowadays and research is aimed at making it adapted to users. Our work consists in applying machine learning techniques in order to adapt the information access provided by…

信息检索 · 计算机科学 2013-02-05 Djallel Bouneffouf

Containers are standalone, self-contained units that package software and its dependencies together. They offer lightweight performance isolation, fast and flexible deployment, and fine-grained resource sharing. They have gained popularity…

分布式、并行与集群计算 · 计算机科学 2018-12-04 Maria A. Rodriguez , Rajkumar Buyya

This paper presents a stream-oriented architecture for structuring cluster applications. Clusters that run applications based on this architecture can scale to tenths of thousands of nodes with significantly less performance loss or…

分布式、并行与集群计算 · 计算机科学 2007-05-23 Tassos S. Argyros , David R. Cheriton

Most web agents operate at the human interface level, observing screenshots or raw DOM trees without application-level access, which limits robustness and action expressiveness. In enterprise settings, however, explicit control of both the…

人工智能 · 计算机科学 2026-02-17 Chenyang Ma , Clyde Fare , Matthew Wilson , Dave Braines

Service-oriented workflows are typically executed using a centralised orchestration approach that presents significant scalability challenges. These challenges include the consumption of network bandwidth, degradation of performance, and…

分布式、并行与集群计算 · 计算机科学 2013-11-11 Ward Jaradat , Alan Dearle , Adam Barker

Cloud-enabled large-scale distributed systems orchestrate resources and services from various providers in order to deliver high-quality software solutions to the end users. The space and structure created by such technological advancements…

软件工程 · 计算机科学 2018-08-14 Andreea Buga , Sorana Tania Nemes , Atif Mashkoor

A complex business process demands adaptability as it has been highly influenced by the contextual information. The contextual information declares the underlying semantics on which the process logic depends. Thus one of the challenges of a…

软件工程 · 计算机科学 2018-06-06 Debarpita Santra , Sankhayan Choudhury

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

Novel Internet of Things (IoT) requirements derived from a broader interconnection of heterogeneous devices have pushed the horizons of Cloud computing and are giving rise to a wider decentralisation of applications and data centers. An…

网络与互联网体系结构 · 计算机科学 2020-05-04 Liliana I. Carvalho , Daniel. M. Silva , R. C. Sofia

Novel utility computing paradigms rely upon the deployment of multi-service applications to pervasive and highly distributed cloud-edge infrastructure resources. Deciding onto which computational nodes to place services in cloud-edge…

计算机科学中的逻辑 · 计算机科学 2026-01-14 Damiano Azzolini , Marco Duca , Stefano Forti , Francesco Gallo , Antonio Ielo

A peer-to-peer application architecture is proposed that has the potential to eliminate the back-end servers for hosting services on the Internet. The proposed application architecture has been modeled as a distributed system for delivering…

分布式、并行与集群计算 · 计算机科学 2007-05-23 A. I. Khan , R. Spindler

Context-aware applications process context information to support users in their daily tasks and routines. These applications can adapt their functionalities by aggregating context information through machine-learning and data processing…

人机交互 · 计算机科学 2018-05-24 Christoph Anderson , Isabel Suarez , Yaqian Xu , Klaus David

Urban growth sometimes leads to rigid infrastructure that struggles to adapt to changing demand. This paper introduces a novel approach, aiming to enable cities to evolve and respond more effectively to such dynamic demand. It identifies…

计算机与社会 · 计算机科学 2023-11-28 Xi Chen , Wei Hu , Jingru Yu , Ding Wang , Shengyue Yao , Yilun Lin , Fei-Yue Wang

Self-organizing complex systems typically are comprised of a large number of frequently similar components or events. Through their process, a pattern at the global-level of a system emerges solely from numerous interactions among the…

人工智能 · 计算机科学 2007-05-23 Vitorino Ramos , Ajith Abraham

The efficient management of complex distributed applications in the Cloud-Edge continuum, including their deployment on heterogeneous computing resources and run-time operations, presents significant challenges. Resource management…

分布式、并行与集群计算 · 计算机科学 2025-04-02 Amjad Ullah , Andras Markus , Hacı İsmail Aslan , Tamas Kiss , Jozsef Kovacs , James Deslauriers , Amy L. Murphy , Yiming Wang Odej Kao