Search Results - "Mizutani, Kimihiro"

Effective TCP Flow Management Based on Hierarchical Feedback Learning in Complex Data Center Network by Mizutani, Kimihiro

“…Many studies focusing on improving Transmission Control Protocol (TCP) flow control realize a more effective use of bandwidth in data center networks. They are…”
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Stateless Node Failure Information Propagation Scheme for Stable Overlay Networks by Mizutani, Kimihiro

“…A structured overlay technology has the advantages for fault tolerance and computation resource (i.e., node) discovery in distributed data storage and its…”
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The Deep Learning Vision for Heterogeneous Network Traffic Control: Proposal, Challenges, and Future Perspective by Kato, Nei, Fadlullah, Zubair Md, Mao, Bomin, Tang, Fengxiao, Akashi, Osamu, Inoue, Takeru, Mizutani, Kimihiro

“…Recently, deep learning, an emerging machine learning technique, is garnering a lot of research attention in several computer science areas. However, to the…”
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Routing or Computing? The Paradigm Shift Towards Intelligent Computer Network Packet Transmission Based on Deep Learning by Bomin Mao, Fadlullah, Zubair Md, Fengxiao Tang, Kato, Nei, Akashi, Osamu, Inoue, Takeru, Mizutani, Kimihiro

“…Recent years, Software Defined Routers (SDRs) (programmable routers) have emerged as a viable solution to provide a cost-effective packet processing platform…”
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On Removing Routing Protocol from Future Wireless Networks: A Real-time Deep Learning Approach for Intelligent Traffic Control by Fengxiao Tang, Bomin Mao, Fadlullah, Zubair Md, Kato, Nei, Akashi, Osamu, Inoue, Takeru, Mizutani, Kimihiro

“…Recently, deep learning has appeared as a breakthrough machine learning technique for various areas in computer science as well as other disciplines. However,…”
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A Comprehensive Evaluation of Generating a Mobile Traffic Data Scheme without a Coarse-Grained Process Using CSR-GAN by Tokunaga, Tomoki, Mizutani, Kimihiro

“…Large-scale mobile traffic data analysis is important for efficiently planning mobile base station deployment plans and public transportation plans. However,…”
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Efficient Virtual Network Optimization Across Multiple Domains Without Revealing Private Information by Mano, Toru, Inoue, Takeru, Ikarashi, Dai, Hamada, Koki, Mizutani, Kimihiro, Akashi, Osamu

“…Building optimal virtual networks across multiple domains is an essential technology for offering flexible network services. However, existing research is…”
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Fast packet classification algorithm for network-wide forwarding behaviors by Inoue, Takeru, Mano, Toru, Mizutani, Kimihiro, Minato, Shin-ichi, Akashi, Osamu

“…Packet classification has been a key technology to quickly identify an action to be taken on a packet at a switch. Several advanced applications, most of which…”
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Rethinking Packet Classification for Global Network View of Software-Defined Networking by Inoue, Takeru, Mano, Toru, Mizutani, Kimihiro, Minato, Shin-Ichi, Akashi, Osamu

“…In software-defined networking, applications are allowed to access a global view of the network so as to provide sophisticated functionalities, such as…”
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An Overlay-Based Data Mining Architecture Tolerant to Physical Network Disruptions by Suto, Katsuya, Nishiyama, Hiroki, Kato, Nei, Mizutani, Kimihiro, Akashi, Osamu, Takahara, Atsushi

“…Management scheme for highly scalable big data mining has not been well studied in spite of the fact that big data mining provides many valuable and important…”
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Towards a Low-Delay Edge Cloud Computing through a Combined Communication and Computation Approach by Rodrigues, Tiago Gama, Suto, Katsuya, Nishiyama, Hiroki, Kato, Nei, Mizutani, Kimihiro, Inoue, Takeru, Akashi, Osamu

“…There are many applications which cannot be executed by mobile devices due to their limitations in memory, processing, battery, among others. One solution to…”
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An Effective Fuel Cost‐Less Bus Driver Allocation Scheme by Using Genetic Algorithm by Miura, Riku, Mizutani, Kimihiro

“…In this paper, we propose a cost‐effective driver allocation scheme based on the Genetic Algorithm (GA) aimed at improving fuel efficiency for bus companies…”
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A Proposal of a Novel Automatic Checkout System Reducing Additional Item Information Relearning Cost by Hanamitsu, Daisuke, Mizutani, Kimihiro

“…Recently, a retail industry has trended to adopt automatic checkout systems for enhancing customer sales. Typically, an automatic checkout system employs an…”
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State-of-the-Art Deep Learning: Evolving Machine Intelligence Toward Tomorrow's Intelligent Network Traffic Control Systems by Fadlullah, Zubair Md, Fengxiao Tang, Bomin Mao, Kato, Nei, Akashi, Osamu, Inoue, Takeru, Mizutani, Kimihiro

“…Currently, the network traffic control systems are mainly composed of the Internet core and wired/wireless heterogeneous backbone networks. Recently, these…”
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A Novel Non-Supervised Deep-Learning-Based Network Traffic Control Method for Software Defined Wireless Networks by Mao, Bomin, Tang, Fengxiao, Fadlullah, Zubair Md, Kato, Nei, Akashi, Osamu, Inoue, Takeru, Mizutani, Kimihiro

“…SDN has been regarded as the next-generation network paradigm as it decouples complex network management from packet forwarding, which significantly simplifies…”
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Towards Extracting Semantics of Network Config Blocks by Otomo, Kazuki, Kobayashi, Satoru, Fukuda, Kensuke, Akashi, Osamu, Mizutani, Kimihiro, Esaki, Hiroshi

“…Configuring network devices is a main task of network operators. However, understanding and consistently updating network configuration files (config) is not…”
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Redesigning the Nonblocking Clos Network to Increase its Capacity by Mano, Toru, Inoue, Takeru, Mizutani, Kimihiro, Akashi, Osamu

“…The Clos network has been studied for decades as a class of nonblocking switching networks. However, the structure is based on assumptions made at the time of…”
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An Efficient Approach for Training Time Minimization in Distributed Split Neural Network by Yamamoto, Eigo, Mizutani, Kimihiro

“…In this paper, we present a novel approach for minimizing training time in distributed split neural network. This approach allocates parts of the neural…”
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Reducing dense virtual networks for fast embedding by Mano, Toru, Inoue, Takeru, Mizutani, Kimihiro, Akashi, Osamu

“…Virtual network embedding has been intensively studied for a decade. The time complexity of most conventional methods has been reduced to the cube of the…”
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A Geometric Windowing Algorithm in Network Data-Plane Verification by Chen, Richard, Mano, Toru, Inoue, Takeru, Mizutani, Kimihiro, Nagata, Hisashi, Akashi, Osamu

“…Network verification is attracting attention as a key technology to detect configuration errors before deploying the network. In verification, a set of packets…”
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