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While SDNs enable more flexible and adaptive network operations, (logically) centralized reconfigurations introduce overheads and delays, which can limit network reactivity. This paper initiates the study of a more distributed approach, in…

分布式、并行与集群计算 · 计算机科学 2019-08-28 Klaus-Tycho Foerster , Stefan Schmid

The exponential growth in mobile broadband usage [1] has catalyzed the need for high data rate communication systems. In this regard, activities for standardizing the next generation mobile broadband system, known as the Fifth…

网络与互联网体系结构 · 计算机科学 2018-02-06 Pranav Jha , Abhay Karandikar

The evolution of software defined networking (SDN) has played a significant role in the development of next-generation networks (NGN). SDN as a programmable network having service provisioning on the fly has induced a keen interest both in…

网络与互联网体系结构 · 计算机科学 2020-01-29 Sanjeev Singh , Rakesh Kumar Jha

With the wide deployment of network facilities and the increasing requirement of network reliability, the disruptive event like natural disaster, power outage or malicious attack has become a non-negligible threat to the current…

网络与互联网体系结构 · 计算机科学 2016-02-24 An Xie , Xiaoliang Wang , Guido Maier , Sanglu Lu

Solid-State Drives (SSDs) have significant performance advantages over traditional Hard Disk Drives (HDDs) such as lower latency and higher throughput. Significantly higher price per capacity and limited lifetime, however, prevents…

硬件体系结构 · 计算机科学 2021-11-08 Shahriar Ebrahimi , Reza Salkhordeh , Seyed Ali Osia , Ali Taheri , Hamid Reza Rabiee , Hossein Asadi

Software-defined networking (SDN) can enable diverse network management applications such as traffic engineering, service chaining, network function outsourcing, and topology reconfiguration. Realizing the benefits of SDN for these…

网络与互联网体系结构 · 计算机科学 2015-04-30 Victor Heorhiadi , Michael K. Reiter , Vyas Sekar

Software-Defined Networking (SDN) has raised the boundaries of cloud computing by offering unparalleled levels of control and flexibility to system administrators over their virtualized environments. To properly embrace this new era of…

网络与互联网体系结构 · 计算机科学 2013-08-02 Kaiwen Zhang , Hans-Arno Jacobsen

Cross-silo Federated Learning (FL) enables multiple institutions to collaboratively train machine learning models while preserving data privacy. In such settings, clients repeatedly exchange model weights with a central server, making the…

网络与互联网体系结构 · 计算机科学 2025-09-05 Osama Abu Hamdan , Hao Che , Engin Arslan , Md Arifuzzaman

Nowadays deep learning is dominating the field of machine learning with state-of-the-art performance in various application areas. Recently, spiking neural networks (SNNs) have been attracting a great deal of attention, notably owning to…

机器学习 · 计算机科学 2019-02-28 Seongsik Park , Sang-gil Lee , Hyunha Nam , Sungroh Yoon

Since the early development of Software-Defined Network (SDN) technology, researchers have been concerned with the idea of physical distribution of the control plane to address scalability and reliability challenges of centralized designs.…

网络与互联网体系结构 · 计算机科学 2019-01-28 Konstantinos Poularakis , Qiaofeng Qin , Liang Ma , Sastry Kompella , Kin K. Leung , Leandros Tassiulas

With the rise of Software-Defined Networking (SDN) for managing traffic and ensuring seamless operations across interconnected devices, challenges arise when SDN controllers share infrastructure with deep learning (DL) workloads. Resource…

网络与互联网体系结构 · 计算机科学 2025-07-04 Eyad Gad , Gad Gad , Mostafa M. Fouda , Mohamed I. Ibrahem , Muhammad Ismail , Zubair Md Fadlullah

Software Defined Networking (SDN) brings numbers of advantages along with many challenges. One particular concern is on the control-plane resilience, while the existing protection approaches proposed for SDN networks mainly focus on…

分布式、并行与集群计算 · 计算机科学 2017-11-08 Huawei Huang , Song Guo , Weifa Liang , Keqiu Li , Baoliu Ye

Software-defined networking is considered a promising new paradigm, enabling more reliable and formally verifiable communication networks. However, this paper shows that the separation of the control plane from the data plane, which lies at…

密码学与安全 · 计算机科学 2024-03-05 Robert Krösche , Kashyap Thimmaraju , Liron Schiff , Stefan Schmid

Aiming at the local overload of multi-controller deployment in software-defined networks, a load balancing mechanism of SDN controller based on reinforcement learning is designed. The initial paired migrate-out domain and migrate-in domain…

网络与互联网体系结构 · 计算机科学 2021-03-12 Zhuo Li , Xu Zhou , Junruo Gao , Yifang Qin

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

By introducing programmability, automated verification, and innovative debugging tools, Software-Defined Networks (SDNs) are poised to meet the increasingly stringent dependability requirements of today's communication networks. However,…

网络与互联网体系结构 · 计算机科学 2022-03-31 Marco Canini , Iosif Salem , Liron Schiff , Elad Michael Schiller , Stefan Schmid

Mobile Ad Hoc Networks (MANETs) are decentralized wireless networks, characterized by their dynamic topologies and node mobility. In the era of cutting-edge technologies, integrating Software-Defined Networking (SDN) with MANETs offers a…

网络与互联网体系结构 · 计算机科学 2026-01-16 Riccardo Fonti , Andrea Piroddi

Recently, HTTP Adaptive Streaming HAS has received significant attention from both industry and academia based on its ability to enhancing media streaming services over the Internet. Recent research solutions that have tried to improve HAS…

网络与互联网体系结构 · 计算机科学 2019-08-27 Hong Thinh Pham , Ngoc Nam Pham , Huu Thanh Nguyen , Alan Marshall , Thu Huong Truong

Cloud infrastructure provides computing services where computing resources can be adjusted on-demand. However, the adoption of cloud infrastructures brings concerns like reliance on the service provider network, reliability, compliance for…

网络与互联网体系结构 · 计算机科学 2020-03-03 Aaqif Afzaal Abbasi , Shahab Shamshirband , Mohammed A. A. Al-qaness , Almas Abbasi , Nashat T. AL-Jallad , Amir Mosavi

Software-defined networking offers numerous benefits against the legacy networking systems through simplifying the process of network management and reducing the cost of network configuration. Currently, the management of failures in the…

网络与互联网体系结构 · 计算机科学 2019-04-02 Ali Malik , Benjamin Aziz , Mo Adda , Chih-Heng Ke