Academic literature on the topic 'Spine-leaf architecture'

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Journal articles on the topic "Spine-leaf architecture"

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Nikhil, Bhagat. "Optimizing Data Center Performance with Spine-Leaf Architectures: A Guide to Next-Gen Switching." European Journal of Advances in Engineering and Technology 8, no. 2 (2021): 148–54. https://doi.org/10.5281/zenodo.14045346.

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With today’s increasingly complex and large-scale applications, data centers need to adapt to handle ever-expanding performance, low latency communication, and scalability requirements. Data center networks built on a three-tier, top-down architecture no longer meet the bandwidth needs of the future of applications and services. The spine-leaf structure is one solution that counteracts the drawbacks of conventional data center architectures with increased scalability, speed, and versatility. This article describes the history of data center networking, the disadvantages of legacy architectures, and the spine-leaf topology as a way forward. These are covered in more detail explaining the benefits of spine-leaf design to prepare organizations for modern workloads and cloud-native applications. The paper further explains the design considerations a network administrator needs to be aware of when architecting a spine-leaf data center solution.
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Yan, Fulong, Changshun Yuan, Chao Li, and Xiong Deng. "FOSquare: A Novel Optical HPC Interconnect Network Architecture Based on Fast Optical Switches with Distributed Optical Flow Control." Photonics 8, no. 1 (2021): 11. http://dx.doi.org/10.3390/photonics8010011.

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Interconnecting networks adopting Fast Optical Switches (FOS) can achieve high bandwidth, low latency, and low power consumption. We propose and demonstrate a novel interconnecting topology based on FOS (FOSquare) with distributed fast flow control which is suitable for HPC infrastructures. We also present an Optimized Mapping (OPM) algorithm that maps the most communication-related processes inside a rack. We numerically investigate and compare the network performance of FOSquare with Leaf-Spine under real traffic traces collected by running multiple applications (CG, MG, MILC, and MINI_MD) in an HPC infrastructure. The numerical results show that the FOSquare can reduce >10% latency with respect to Leaf-Spine under the scenario of 16 available cores.
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Deng, Min, Allen COOMBES, and Qiansheng Li. "Reinstatement of Quercus tungmaiensis Y.T. Chang (Fagaceae) and supplementation of its anatomic features." Phytotaxa 239, no. 3 (2015): 201. http://dx.doi.org/10.11646/phytotaxa.239.3.1.

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Leaf architecture and epidermis features are useful to reveal the taxonomic identities of species in Quercus s.l.. For many years different opinions have existed on the taxonomic status of Quercus tungmaiensis, either as a synonym of Q. lanata or as an independent species. In this study, we compared the leaf epidermal features, leaf architecture and other morphological features of Q. tungmaiensis and Q. lanata. Our results revealed that the dense persistent stellate trichomes with a compound trichome base, uniseriate trichomes on the abaxial leaf surface, blunt-tipped teeth and well developed areoles formed by the 5° veins, in Q. lanata were different to the glabrous abaxial leaf surface, spine-tipped teeth and areoles formed by the 4° veins of Q. tungmaiensis. Therefore, the name Q. tungmaiensis should be reinstated. Its systematic placement in section Ilex was further discussed. A key to Q. tungmaiensis and other common evergreen oaks of section Ilex in East Asia was provided.
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Gastaldo, Robert A. "The frond architecture of Sphenopteris pottsvillea (White) Gastaldo and Boersma." Journal of Paleontology 62, no. 6 (1988): 982–88. http://dx.doi.org/10.1017/s0022336000030249.

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Recently collected specimens allow a better characterization of the frond architecture of Sphenopteris pottsvillea (White) Gastaldo and Boersma from the Plateau and Warrior Coalfields, Alabama. The bipartite frond consists of a naked petiole of moderate length (>0.3 m) and two pinnule-bearing sections. The angle of rachial bifurcation varies from 35° to 65°, with no one angle of divergence dominating the sample population. Basal exterior lateral rachises develop first, are oblong in outline, and do not possess spine-like prolongations. Lateral rachises develop alternately along each pinnule-bearing section. Pinnule-bearing sections of the described leaf fragment exceed 0.5 m in length, and the dimensions of an entire frond probably approached 2.0 m.
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Semenov, A. B., N. A. Shishova, D. A. Klimov, and S. S. Shavrin. "Application of the Monte Carlo method for evaluating the patch cord length distribution of the central data center crosses using spine-leaf architecture." Journal of Physics: Conference Series 2312, no. 1 (2022): 012069. http://dx.doi.org/10.1088/1742-6596/2312/1/012069.

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Abstract An approach to determining the patch cord length of the central data center crosses with spine-leaf architecture, which is based on the Monte Carlo method is proposed. The possibility of its implementation in Excel spreadsheets is shown. The results of calculating the length distribution when installing the cross in cabinets with a height of 42 and 47U are given. It is established that for the majority of cords the length of 1–1.5 m is sufficient. The need to use 800 mm wide cabinets for the central cross and the possibility of placing it in one cabinet for 126 leaf level switches when building a data center according to the top-of-rack scheme is substantiated.
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Okafor, K. C., Ifeyinwa E. Achumba, Gloria A. Chukwudebe, and Gordon C. Ononiwu. "Leveraging Fog Computing for Scalable IoT Datacenter Using Spine-Leaf Network Topology." Journal of Electrical and Computer Engineering 2017 (2017): 1–11. http://dx.doi.org/10.1155/2017/2363240.

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With the Internet of Everything (IoE) paradigm that gathers almost every object online, huge traffic workload, bandwidth, security, and latency issues remain a concern for IoT users in today’s world. Besides, the scalability requirements found in the current IoT data processing (in the cloud) can hardly be used for applications such as assisted living systems, Big Data analytic solutions, and smart embedded applications. This paper proposes an extended cloud IoT model that optimizes bandwidth while allowing edge devices (Internet-connected objects/devices) to smartly process data without relying on a cloud network. Its integration with a massively scaled spine-leaf (SL) network topology is highlighted. This is contrasted with a legacy multitier layered architecture housing network services and routing policies. The perspective offered in this paper explains how low-latency and bandwidth intensive applications can transfer data to the cloud (and then back to the edge application) without impacting QoS performance. Consequently, a spine-leaf Fog computing network (SL-FCN) is presented for reducing latency and network congestion issues in a highly distributed and multilayer virtualized IoT datacenter environment. This approach is cost-effective as it maximizes bandwidth while maintaining redundancy and resiliency against failures in mission critical applications.
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Chen, Yang, and Jie Wu. "Joint coflow routing and scheduling in leaf-spine data centers." Journal of Parallel and Distributed Computing 148 (February 2021): 83–95. http://dx.doi.org/10.1016/j.jpdc.2020.09.007.

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Syam, Nasrianti, Mawaddah Putri Arisma Siregar, Eva Flourentina Kusumawardani, et al. "Rattan Species Inventory in Rawa Singkil Region of Conservation Forest Management Unit Area." JURNAL PEMBELAJARAN DAN BIOLOGI NUKLEUS 9, no. 3 (2023): 535–48. http://dx.doi.org/10.36987/jpbn.v9i3.4357.

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Rawa Singkil region of Conservation Forest Management Area (KPHK) is a sanctuary for fauna teeming with an abundance of plant species. The species diversity is predominantly constituted of rattan and other non-timber forest products. This investigation seeks to compile a list of the various species of rattan found in the Rawa Singkil KPHK region. Therefore, this study was carried out in the Rawa Singkil region of KPHK were located in the Aceh Singkil Regency of Aceh Province, Indonesia. Spanning an area of 82,374 ha, this territory comprises nearly fifty percent peat ecosystem. A survey is utilized as the research strategy, with data acquisition conducted via sampling techniques. Moreover, the acquired data were subjected to descriptive analysis on the basis of morphological attributes, encompassing the following morphological characteristics: 1) the stem (including characteristics such as height, diameter, color, internode length, and thorn shape); 2) the leaf, including its length, ocrea, leaf count, leaf color, and leaf surface; 3) knee (color and outline of the knee); 4) thorn; (spine color, length of longest spines, position of spines, and length of shortest spines). Eight species of rattan were discovered in this region, i.e Plectocomia elongata Mart., Daemonorops mattanensis Becc, Daemonorops melanochaetes, Korthalsia echinometra Becc, and Calamus ornatus Blume
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Dr.A.Shaji, George. "The Evolution of Data Center Networks: Strategies for Modern Infrastructure Design." Partners Universal Multidisciplinary Research Journal (PUMRJ) 02, no. 03 (2025): 141–59. https://doi.org/10.5281/zenodo.15450624.

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Data center networks have undergone dramatic transformation in response to shifting technological landscapes and business requirements. This article examines how traditional hierarchical network designs have given way to more efficient, scalable architectures as organizations adapt to cloud computing paradigms, AI workloads, and distributed systems. The analysis covers the foundational elements of modern data center networks, from physical topology selection to advanced fabric designs, security segmentation methodologies, and automation frameworks. By closely looking at spine-leaf architectures, external BGP routing protocols, EVPN-VXLAN overlays, and detailed segmentation strategies, the article offers a plan for updating infrastructure. The thorough method for designing networks tackles important issues like performance, security, scalability, and efficiency that organizations encounter when creating infrastructure that can handle more complex tasks while staying strong and flexible in fast-changing technology environments.
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Okafor, Kennedy Chinedu, Wisdom Onyema Okafor, Omowunmi Mary Longe, Ikechukwu Ignatius Ayogu, Kelvin Anoh, and Bamidele Adebisi. "Scalable Container-Based Time Synchronization for Smart Grid Data Center Networks." Technologies 13, no. 3 (2025): 105. https://doi.org/10.3390/technologies13030105.

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The integration of edge-to-cloud infrastructures in smart grid (SG) data center networks requires scalable, efficient, and secure architecture. Traditional server-based SG data center architectures face high computational loads and delays. To address this problem, a lightweight data center network (DCN) with low-cost, and fast-converging optimization is required. This paper introduces a container-based time synchronization model (CTSM) within a spine–leaf virtual private cloud (SL-VPC), deployed via AWS CloudFormation stack as a practical use case. The CTSM optimizes resource utilization, security, and traffic management while reducing computational overhead. The model was benchmarked against five DCN topologies—DCell, Mesh, Skywalk, Dahu, and Ficonn—using Mininet simulations and a software-defined CloudFormation stack on an Amazon EC2 HPC testbed under realistic SG traffic patterns. The results show that CTSM achieved near-100% reliability, with the highest received energy data (29.87%), lowest packetization delay (13.11%), and highest traffic availability (70.85%). Stateless container engines improved resource allocation, reducing administrative overhead and enhancing grid stability. Software-defined Network (SDN)-driven adaptive routing and load balancing further optimized performance under dynamic demand conditions. These findings position CTSM-SL-VPC as a secure, scalable, and efficient solution for next-generation smart grid automation.
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Book chapters on the topic "Spine-leaf architecture"

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Cardona, Rene. "Logical Components of a VXLAN BGP EVPN Spine-and-Leaf Architecture." In The Fast-Track Guide to VXLAN BGP EVPN Fabrics. Apress, 2021. http://dx.doi.org/10.1007/978-1-4842-6930-5_2.

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Conference papers on the topic "Spine-leaf architecture"

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Zhang, Bojun, Jiawei Zhang, Zhiqun Gu, et al. "An All Optical Metro Spine-Leaf Network Architecture with Collaborative OCS and OTS." In 2024 IEEE Opto-Electronics and Communications Conference (OECC). IEEE, 2024. https://doi.org/10.1109/oecc54135.2024.10975545.

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Alhazmi, Abrar S., Sanaa H. Mohamed, Ahmad Qidan, T. E. H. El-Gorashi, and Jaafar M. H. Elmirghani. "Access-Point to Access-Point Connectivity for PON-based OWC Spine and Leaf Data Centre Architecture." In 2024 24th International Conference on Transparent Optical Networks (ICTON). IEEE, 2024. http://dx.doi.org/10.1109/icton62926.2024.10647387.

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Walklin, Sheldon. "Leaf-spine architecture for OTN switching." In 2017 International Conference on Computing, Networking and Communications (ICNC). IEEE, 2017. http://dx.doi.org/10.1109/iccnc.2017.7876108.

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Alhazmi, Abrar S., Sanaa H. Mohamed, T. E. H. El-Gorashi, and Jaafar M. H. Elmirghani. "OWC-enabled Spine and Leaf Architecture Towards Energy Efficient Data Center Networks." In 2022 IEEE 8th International Conference on Network Softwarization (NetSoft). IEEE, 2022. http://dx.doi.org/10.1109/netsoft54395.2022.9844099.

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Roig, Pedro Juan, Salvador Alcaraz, Katja Gilly, Sonja Filiposka, and Noura Aknin. "Formal Algebraic Specification of an IoT/Fog Data Centre for Fat Tree or Leaf and Spine architectures." In 2020 International Conference on Electrical, Communication, and Computer Engineering (ICECCE). IEEE, 2020. http://dx.doi.org/10.1109/icecce49384.2020.9179445.

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