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Proceedings ArticleDOI

NovaCube: A low latency Torus-based network architecture for data centers

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TLDR
Theoretical derivation and mathematical analysis further prove the good performance of NovaCube and PORA, which achieves near-optimal performance in terms of average routing path length with better load balancing thus leading to higher throughput.
Abstract
This paper presents the design, analysis, and implementation of a novel data center network architecture, named NovaCube. Based on regular Torus topology, NovaCube is constructed by adding a number of most beneficial jump-over links, which offers many distinct advantages and practical benefits. Moreover, in order to enable NovaCube to achieve its maximum theoretical performance, a probabilistic oblivious routing algorithm PORA is carefully designed. PORA is a both deadlock and livelock free routing algorithm, which achieves near-optimal performance in terms of average routing path length with better load balancing thus leading to higher throughput. Theoretical derivation and mathematical analysis further prove the good performance of NovaCube and PORA.

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The features, hardware, and architectures of data center networks

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Rethinking the Data Center Networking: Architecture, Network Protocols, and Resource Sharing

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Designing efficient high performance server-centric data center network architecture

TL;DR: A hardware based approach is proposed, named "Forwarding Unit" to provide an effective solution to these drawbacks and improve the efficiency of server-centric architectures and convince the feasibility and good performance of both SprintNet and Forwarding Unit.
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Image and audio caps: automated captioning of background sounds and images using deep learning

TL;DR: In this article , the authors proposed a methodology to automatically propose an appropriate title and add a specific sound to the image, which achieved a Top 5 accuracy of 67% and a Top 1 accuracy of 53%.
References
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TL;DR: Results from theoretical analysis, simulations, and experiments show that DCell is a viable interconnection structure for data centers and can be incrementally expanded and a partial DCell provides the same appealing features.
Proceedings ArticleDOI

Helios: a hybrid electrical/optical switch architecture for modular data centers

TL;DR: This work presents Helios, a hybrid electrical/optical switch architecture that can deliver significant reductions in the number of switching elements, cabling, cost, and power consumption relative to recently proposed data center network architectures.
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