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Coflow has emerged as a fundamental application-layer abstraction in distributed systems, representing communication dependencies and enabling collaborative management of related flows to enhance job completion efficiency. To meet the…

分布式、并行与集群计算 · 计算机科学 2026-04-30 Xin Wang , Hong Shen , Hui Tian , Ye Tao

Being fundamentally a non-equilibrium process, synchronization comes with unavoidable energy costs and has to be maintained under the constraint of limited resources. Such resource constraints are often reflected as a finite coupling budget…

适应与自组织系统 · 物理学 2021-06-02 Yuanzhao Zhang , Steven H. Strogatz

Traffic prediction has drawn increasing attention in AI research field due to the increasing availability of large-scale traffic data and its importance in the real world. For example, an accurate taxi demand prediction can assist taxi…

机器学习 · 计算机科学 2018-11-06 Huaxiu Yao , Xianfeng Tang , Hua Wei , Guanjie Zheng , Zhenhui Li

Coflow provides a key application-layer abstraction for capturing communication patterns, enabling the efficient coordination of parallel data flows to reduce job completion times in distributed systems. Modern data center networks (DCNs)…

分布式、并行与集群计算 · 计算机科学 2026-04-10 Xin Wang , Hong Shen , Hui Tian , Dong Wang

Multipath forwarding consists of using multiple paths simultaneously to transport data over the network. While most such techniques require endpoint modifications, we investigate how multipath forwarding can be done inside the network,…

网络与互联网体系结构 · 计算机科学 2016-08-17 Dario Banfi , Olivier Mehani , Guillaume Jourjon , Lukas Schwaighofer , Ralph Holz

Recently, edge computing has emerged as a promising paradigm to support mobile access in IoT multinetworks. However, coexistence of heterogeneous wireless communication schemes brings about new challenges to the mobility management and…

网络与互联网体系结构 · 计算机科学 2021-04-07 Di Wu , Xiang Nie , Hanhui Deng , Zhijin Qin

This paper proposes a novel admission and routing scheme which takes into account arbitrarily assigned priorities for network flows. The presented approach leverages the centralized Software Defined Networking (SDN) capabilities in order to…

网络与互联网体系结构 · 计算机科学 2020-09-24 Jorge López , Maxime Labonne , Claude Poletti , Dallal Belabed

In large-scale distributed file systems, efficient meta- data operations are critical since most file operations have to interact with metadata servers first. In existing distributed hash table (DHT) based metadata management systems, the…

分布式、并行与集群计算 · 计算机科学 2016-11-11 Peng Sun , Yonggang Wen , Ta Nguyen Binh Duong , Haiyong Xie

Service Function Chaining (SFC) allows the forwarding of a traffic flow along a chain of Virtual Network Functions (VNFs, e.g., IDS, firewall, and NAT). Software Defined Networking (SDN) solutions can be used to support SFC reducing the…

网络与互联网体系结构 · 计算机科学 2018-07-13 Mohammad M. Tajiki , Stefano Salsano , Luca Chiaraviglio , Mohammad Shojafar , Behzad Akbari

To improve the application-level communication performance, scheduling of coflows, a collection of parallel flows sharing the same objective, is prevalent in modern data center networks (DCNs). Meanwhile, a hybrid-switched DCN design…

网络与互联网体系结构 · 计算机科学 2023-06-19 Xin Wang , Hong Shen , Hui Tian

Networking data analytics is increasingly used for enhanced network visibility and controllability. We draw the similarities between the Software Defined Networking (SDN) architecture and the MapReduce programming model. Inspired by the…

网络与互联网体系结构 · 计算机科学 2016-09-13 Haoyu Song , Jun Gong , Hongfei Chen

The importance of cloud computing has grown over the last years, which resulted in a significant increase of Data Center (DC) network requirements. Virtualisation is one of the key drivers of that transformation and enables a massive…

密码学与安全 · 计算机科学 2023-04-13 Igor Ivkić , Dominik Thiede , Nicholas Race , Matthew Broadbent , Antonios Gouglidis

As one of the most popular south-bound protocol of software-defined networking(SDN), OpenFlow decouples the network control from forwarding devices. It offers flexible and scalable functionality for networks. These advantages may cause…

分布式、并行与集群计算 · 计算机科学 2016-08-24 Zhihao Shang , Katinka Wolter

Software Defined Networking (SDN) has been recently introduced as a new communication paradigm in computer networks. By separating the control plane from the data plane and entrusting packet forwarding to straightforward switches, SDN makes…

网络与互联网体系结构 · 计算机科学 2016-09-16 Marco Tiloca , Alexandra Stagkopoulou , Gianluca Dini

Coflow is a recently proposed network abstraction to capture communication patterns in data centers. The coflow scheduling problem in large data centers is one of the most important $NP$-hard problems. Previous research on coflow scheduling…

数据结构与算法 · 计算机科学 2022-07-15 Chi-Yeh Chen

The wireless network is undergoing a trend from "onnection of things" to "connection of intelligence". With data spread over the communication networks and computing capability enhanced on the devices, distributed learning becomes a hot…

信息论 · 计算机科学 2021-08-03 Jian Wang , Yourui Huangfu , Rong Li , Yiqun Ge , Jun Wang

Link capacity dimensioning is the periodic task where ISPs have to make provisions for sudden traffic bursts and network failures to assure uninterrupted operations. This provision comes in the form of link working capacities with…

网络与互联网体系结构 · 计算机科学 2016-04-20 Marcel Caria , Admela Jukan

Software Defined Networking (SDN) is a recent paradigm in telecommunication networks that disentangles data and control planes and brings more flexibility and efficiency to the network as a result. The Controller Placement (CP) problem in…

网络与互联网体系结构 · 计算机科学 2021-12-07 Reza Soleymanifar , Carolyn Beck

Flow reshaping is used in time-sensitive networks (as in the context of IEEE TSN and IETF Detnet) in order to reduce burstiness inside the network and to support the computation of guaranteed latency bounds. This is performed using per-flow…

网络与互联网体系结构 · 计算机科学 2020-05-20 Ludovic Thomas , Jean-Yves Le Boudec

In this paper, we propose an approach that relies on distributed traffic generation and monitoring to identify the operational data-paths in a given Software Defined Networking (SDN) driven data-plane. We show that under certain…

网络与互联网体系结构 · 计算机科学 2019-06-10 José Reyes , Jorge López , Djamal Zeghlache