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Cloud computing is an attractive technology for providing computing resources over the Internet. Task scheduling is a critical issue in cloud computing, where an efficient task scheduling method can improve overall cloud performance. Since…

多智能体系统 · 计算机科学 2024-01-05 Yikun Yang , Fenghui Ren , Minjie Zhang

Effective agent shift scheduling is crucial for businesses, especially in the Contact Center as a Service (CCaaS) industry, to ensure seamless operations and fulfill employee needs. Most studies utilizing mathematical model-based solutions…

人工智能 · 计算机科学 2025-12-01 Sanalkumar K , Koushik Dey , Swati Meena

In this paper we analyze the problem of optimal task scheduling for data centers. Given the available resources and tasks, we propose a fast distributed iterative algorithm which operates over a large scale network of nodes and allows each…

Anycast is an internet addressing protocol where multiple hosts share the same IP-address. A popular architecture for modern Content Distribution Networks (CDNs) for geo-replicated HTTP-services consists of multiple layers of proxy nodes…

网络与互联网体系结构 · 计算机科学 2015-09-29 Abhishek Sinha , Pradeepkumar Mani , Jie Liu , Ashley Flavel , David A. Maltz

The largest strength of contention-based MAC protocols is simultaneously the largest weakness of their scheduled counterparts: the ability to adapt to changes in network conditions. For scheduling to be competitive in mobile wireless…

网络与互联网体系结构 · 计算机科学 2016-11-17 Jonathan Lutz , Charles J. Colbourn , Violet R. Syrotiuk

Today's datacenters face important challenges for providing low-latency high-quality interactive services to meet user's expectation. For improving the application throughput, recent research works have embedded application deadline…

分布式、并行与集群计算 · 计算机科学 2013-02-04 Ming-Hung Chen , Shi-Chen Wang , Cheng-Fu Chou

Anycast is an internet addressing protocol where multiple hosts share the same IP-address. A popular architecture for modern Content Distribution Networks (CDNs) for geo-replicated services consists of multiple layers of proxy nodes for…

网络与互联网体系结构 · 计算机科学 2016-03-02 Abhishek Sinha , Pradeepkumar Mani , Jie Liu , Ashley Flavel , Dave Maltz

Data-intensive applications often require exploratory analysis of large datasets. If analysis is performed on distributed resources, data locality can be crucial to high throughput and performance. We propose a "data diffusion" approach…

分布式、并行与集群计算 · 计算机科学 2016-11-17 Ioan Raicu , Yong Zhao , Ian Foster , Alex Szalay

DBSCAN is a popular density-based clustering algorithm that has many different applications in practice. However, the running time of DBSCAN in high-dimensional space or general metric space ({\em e.g.,} clustering a set of texts by using…

数据结构与算法 · 计算机科学 2025-01-07 Guanlin Mo , Shihong Song , Hu Ding

In this research we use a decentralized computing approach to allocate and schedule tasks on a massively distributed grid. Using emergent properties of multi-agent systems, the algorithm dynamically creates and dissociates clusters to serve…

神经与进化计算 · 计算机科学 2015-09-23 Soumya Banerjee , Joshua Hecker

The power consumption of enormous network devices in data centers has emerged as a big concern to data center operators. Despite many traffic-engineering-based solutions, very little attention has been paid on performance-guaranteed energy…

网络与互联网体系结构 · 计算机科学 2014-05-30 Lin Wang , Fa Zhang , Kai Zheng , Athanasios V. Vasilakos , Shaolei Ren , Zhiyong Liu

Multicast is the ability of a communication network to accept a single message from an application and to deliver copies of the message to multiple recipients at different location. With the development of Internet, Multicast is widely…

网络与互联网体系结构 · 计算机科学 2010-07-15 Zhou Ling , Ding Wei-xiong , Zhu Yu-xi

Recent breakthroughs in generative artificial intelligence have triggered a surge in demand for machine learning training, which poses significant cost burdens and environmental challenges due to its substantial energy consumption.…

人工智能 · 计算机科学 2023-04-18 Siyue Zhang , Minrui Xu , Wei Yang Bryan Lim , Dusit Niyato

This paper addresses the computational offloading of Deep Neural Networks (DNNs) to nearby devices with similar processing capabilities, to avoid the larger communication delays incurred for cloud offloading. We present a preemption aware…

分布式、并行与集群计算 · 计算机科学 2025-04-24 Jamie Cotter , Ignacio Castineiras , Donna O'Shea , Victor Cionca

Clustering is a very popular network structuring technique which mainly addresses the issue of scalability in large scale Wireless Sensor Networks. Additionally, it has been shown to improve the energy efficiency and prolong the life of the…

网络与互联网体系结构 · 计算机科学 2010-09-10 Khalid Nawaz , Alejandro P. Buchmann

We consider the problem of routing packets across a multi-hop network consisting of multiple sources of traffic and wireless links while ensuring bounded expected delay. Each packet transmission can be overheard by a random subset of…

网络与互联网体系结构 · 计算机科学 2012-03-07 Abhijeet Bhorkar , Mohammad Naghshwar , Tara Javidi

Data transfer in opportunistic Delay Tolerant Networks (DTNs) must rely on unscheduled sporadic meetings between nodes. The main challenge in these networks is to develop a mechanism based on which nodes can learn to make nearly optimal…

网络与互联网体系结构 · 计算机科学 2015-06-19 Shohreh Shaghaghian , Mark Coates

Replicating or caching popular content in memories distributed across the network is a technique to reduce peak network loads. Conventionally, the main performance gain of this caching was thought to result from making part of the requested…

信息论 · 计算机科学 2015-09-08 Mohammad Ali Maddah-Ali , Urs Niesen

Fast, reliable, and efficient data transmission across wide-area networks is a predominant bottleneck for data-intensive cloud applications. This paper introduces OneDataShare, which is designed to eliminate the issues plaguing effective…

分布式、并行与集群计算 · 计算机科学 2017-12-11 Asif Imran , Md S Q Zulkar Nine , Kemal Guner , Tevfik Kosar

Many opportunistic scheduling techniques are impractical because they require accurate channel state information (CSI) at the transmitter. In this paper, we investigate the scheduling of unicast and multicast services in a downlink network…

信息论 · 计算机科学 2014-04-29 Yin Sun , C. Emre Koksal , Kyu-Han Kim , Ness B. Shroff