Abstract

Everything is being connected to the Cloud and Internet of Things, and network robots with big data analysis are creating important applications and services. The cloud network architecture is moving towards mega-cloud data centers (DCs) provided by companies such as Amazon and Google in combination with distributed small DCs or edge computers. While the traditional restrictions imposed by distance and bandwidth are being overcome by the development of advanced optical interconnection, modern applications impose more complex performance and quality of service requirements in terms of processing power, response time, and data amount. The rise in cloud performance must be matched by improvements in network performance. Therefore, we propose an application-triggered cloud network architecture based on huge-bandwidth optical interconnections. This paper addresses edge/center cloud and edge/edge integration with the use of virtual machine migration. In addition, to reduce energy consumption, an application-triggered intra-DC architecture is described. Using the proposed architectures and technologies can realize energy-efficient and high-performance cloud service.

© 2018 Optical Society of America under the terms of the OSA Open Access Publishing Agreement

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2017 (3)

M. Marjani, F. Nasaruddin, A. Gani, A. Karim, I. A. T. Hashem, A. Siddiqa, and I. Yaqoob, “Big IoT data analytics: architecture, opportunities, and open research challenges,” IEEE Access, vol.  5, pp. 5247–5261, Mar.2017.
[Crossref]

S. Okamoto, T. Sato, and N. Yamanaka, “Logical optical line terminal technologies towards flexible and highly reliable metro- and access-integrated networks,” Proc. SPIE, vol.  10129, p. 1012907, Jan.2017.
[Crossref]

Y. Imakiire, T. Sato, S. Okamoto, and N. Yamanaka, “Proposal of the data center-centric flow classification method using traffic patterns,” IEICE Tech. Rep. Photon. Netw., vol.  117, no. 186, pp. 63–68, Aug.2017.

2016 (2)

Y. Sun, H. Song, A. J. Jara, and R. Bie, “Internet of things and big data analytics for smart and connected communities,” IEEE Access, vol.  4, pp. 766–773, Feb.2016.
[Crossref]

M. Simsek, A. Aijaz, M. Dohler, J. Sachs, and G. Fettweis, “5G-enabled tactile internet,” IEEE J. Sel. Areas Commun., vol.  34, no. 3, pp. 460–473, Mar.2016.
[Crossref]

2015 (3)

2011 (1)

S. J. B. Yoo, “Energy efficiency in the future internet: the role of optical packet switching and optical-label switching,” IEEE J. Sel. Top. Quantum Electron., vol.  17, no. 2, pp. 406–418, Mar.2011.
[Crossref]

2009 (2)

Y. Kuwata, J. Teo, G. Fiore, S. Karaman, E. Frazzoli, and J. P. How, “Real-time motion planning with applications to autonomous urban driving,” IEEE Trans. Cont. Syst. Technol., vol.  17, no. 5, pp. 1105–1118, Sept.2009.
[Crossref]

M. Quigley, K. Conley, B. Gerkey, J. Faust, T. Foote, J. Leibs, R. Wheeler, and A. Ng, “ROS: an open-source robot operating system,” ICRA Workshop on Open Source Software, vol.  3, no. 3.2, p. 5, May2009.

2006 (1)

M. Omae, N. Hashimoto, T. Fujioka, and H. Shimizu, “The application of RTK-GPS and steer-by-wire technology to automatic driving of vehicles and an evaluation of driver behavior,” IATSS Res., vol.  30, no. 2, pp. 29–38, 2006.
[Crossref]

Agraz, F.

C. Jackson, K. Kondepu, Y. Ou, A. Beldachi, A. Pagès Cruz, F. Agraz, F. Moscatelli, W. Miao, V. Kamchevska, N. Calabretta, G. Landi, S. Spadaro, R. Nejabati, and D. Simeonidou, “COSIGN: a complete SDN enabled all-optical architecture for data centre virtualization with time and space multiplexing,” in 43rd European Conf. on Optical Communication (ECOC), Sept.2017, paper We.2.A.4.

Aijaz, A.

M. Simsek, A. Aijaz, M. Dohler, J. Sachs, and G. Fettweis, “5G-enabled tactile internet,” IEEE J. Sel. Areas Commun., vol.  34, no. 3, pp. 460–473, Mar.2016.
[Crossref]

Akagi, M.

M. Akagi, R. Usui, Y. Arakawa, S. Okamoto, and N. Yamanaka, “Cooperating superpeers based service-parts discovery for ubiquitous grid networking (uGrid),” in 7th Int. Conf. on Optical Internet, Oct.2008, pp. 1–2.

Arakawa, Y.

M. Akagi, R. Usui, Y. Arakawa, S. Okamoto, and N. Yamanaka, “Cooperating superpeers based service-parts discovery for ubiquitous grid networking (uGrid),” in 7th Int. Conf. on Optical Internet, Oct.2008, pp. 1–2.

Arase, M.

N. Yamanaka, S. Okamoto, Y. Imakiire, M. Arase, E. Oki, and M. Veeraraghavan, “The ACTION project: application coordinating with transport, IP and optical networks,” in 18th Int. Conf. on Transparent Optical Networks (ICTON), July2016, pp. 1–4.

Asaka, K.

T. Kanai, Y. Senoo, K. Asaka, J. Sugawa, H. Tamai, H. Saito, N. Minato, A. Oguri, S. Sumita, T. Sato, N. Kikuchi, S. Matsushita, T. Tsuritani, S. Okamoto, N. Yamanaka, K. Suzuki, and A. Otaka, “First-time demonstration of automatic service restoration by using inter-central-office OLT handover and optical path switching in metro-access network,” in 43rd European Conf. on Optical Communication (ECOC), Sept.2017, paper W.3.D.3.

Ashizawa, K.

Avramopoulos, H.

K. Tokas, I. Patronas, C. Spatharakis, D. Reisis, P. Bakopoulos, and H. Avramopoulos, “Slotted TDMA and optically switched network for disaggregated datacenters,” in 19th Int. Conf. on Transparent Optical Networks (ICTON), July2017, paper Mo.B3.4.

Bakopoulos, P.

K. Tokas, I. Patronas, C. Spatharakis, D. Reisis, P. Bakopoulos, and H. Avramopoulos, “Slotted TDMA and optically switched network for disaggregated datacenters,” in 19th Int. Conf. on Transparent Optical Networks (ICTON), July2017, paper Mo.B3.4.

Bazzaz, H. H.

N. Farrington, G. Porter, S. Radhakrishnan, H. H. Bazzaz, V. Subramanya, Y. Fainman, G. Papen, and A. Vahdat, “Helios: a hybrid electrical/optical switch architecture for modular data centers,” in ACM SIGCOMM, Aug.2010, pp. 339–350.

Beldachi, A.

C. Jackson, K. Kondepu, Y. Ou, A. Beldachi, A. Pagès Cruz, F. Agraz, F. Moscatelli, W. Miao, V. Kamchevska, N. Calabretta, G. Landi, S. Spadaro, R. Nejabati, and D. Simeonidou, “COSIGN: a complete SDN enabled all-optical architecture for data centre virtualization with time and space multiplexing,” in 43rd European Conf. on Optical Communication (ECOC), Sept.2017, paper We.2.A.4.

Bie, R.

Y. Sun, H. Song, A. J. Jara, and R. Bie, “Internet of things and big data analytics for smart and connected communities,” IEEE Access, vol.  4, pp. 766–773, Feb.2016.
[Crossref]

Bigo, S.

J.-M. Estarán, E. Dutisseuil, H. Mardoyan, G. de Valicourt, A. Dupas, Q. P. Van, D. Verchere, B. Uscumlic, P. Dong, Y.-K. Chen, S. Bigo, and Y. Pointurier, “Cloud-BOSS intra-data center network: on-demand QoS guarantees via μs optical slot switching,” in 43rd European Conf. on Optical Communication (ECOC), Sept.2017, paper We.2.A.3.

Bonomi, F.

Y. Lu, M. Wang, B. Prabhakar, and F. Bonomi, “Elephant trap: a low cost device for identifying large flows,” in Proc. 15th IEEE Symposium on High-Performance Interconnects (HOTI), Aug.2007, pp. 99–105.

Calabretta, N.

C. Jackson, K. Kondepu, Y. Ou, A. Beldachi, A. Pagès Cruz, F. Agraz, F. Moscatelli, W. Miao, V. Kamchevska, N. Calabretta, G. Landi, S. Spadaro, R. Nejabati, and D. Simeonidou, “COSIGN: a complete SDN enabled all-optical architecture for data centre virtualization with time and space multiplexing,” in 43rd European Conf. on Optical Communication (ECOC), Sept.2017, paper We.2.A.4.

Chen, Y.-K.

J.-M. Estarán, E. Dutisseuil, H. Mardoyan, G. de Valicourt, A. Dupas, Q. P. Van, D. Verchere, B. Uscumlic, P. Dong, Y.-K. Chen, S. Bigo, and Y. Pointurier, “Cloud-BOSS intra-data center network: on-demand QoS guarantees via μs optical slot switching,” in 43rd European Conf. on Optical Communication (ECOC), Sept.2017, paper We.2.A.3.

Christodoulopoulos, K.

Conley, K.

M. Quigley, K. Conley, B. Gerkey, J. Faust, T. Foote, J. Leibs, R. Wheeler, and A. Ng, “ROS: an open-source robot operating system,” ICRA Workshop on Open Source Software, vol.  3, no. 3.2, p. 5, May2009.

de Valicourt, G.

J.-M. Estarán, E. Dutisseuil, H. Mardoyan, G. de Valicourt, A. Dupas, Q. P. Van, D. Verchere, B. Uscumlic, P. Dong, Y.-K. Chen, S. Bigo, and Y. Pointurier, “Cloud-BOSS intra-data center network: on-demand QoS guarantees via μs optical slot switching,” in 43rd European Conf. on Optical Communication (ECOC), Sept.2017, paper We.2.A.3.

Dohler, M.

M. Simsek, A. Aijaz, M. Dohler, J. Sachs, and G. Fettweis, “5G-enabled tactile internet,” IEEE J. Sel. Areas Commun., vol.  34, no. 3, pp. 460–473, Mar.2016.
[Crossref]

Dong, P.

J.-M. Estarán, E. Dutisseuil, H. Mardoyan, G. de Valicourt, A. Dupas, Q. P. Van, D. Verchere, B. Uscumlic, P. Dong, Y.-K. Chen, S. Bigo, and Y. Pointurier, “Cloud-BOSS intra-data center network: on-demand QoS guarantees via μs optical slot switching,” in 43rd European Conf. on Optical Communication (ECOC), Sept.2017, paper We.2.A.3.

Dupas, A.

J.-M. Estarán, E. Dutisseuil, H. Mardoyan, G. de Valicourt, A. Dupas, Q. P. Van, D. Verchere, B. Uscumlic, P. Dong, Y.-K. Chen, S. Bigo, and Y. Pointurier, “Cloud-BOSS intra-data center network: on-demand QoS guarantees via μs optical slot switching,” in 43rd European Conf. on Optical Communication (ECOC), Sept.2017, paper We.2.A.3.

Dutisseuil, E.

J.-M. Estarán, E. Dutisseuil, H. Mardoyan, G. de Valicourt, A. Dupas, Q. P. Van, D. Verchere, B. Uscumlic, P. Dong, Y.-K. Chen, S. Bigo, and Y. Pointurier, “Cloud-BOSS intra-data center network: on-demand QoS guarantees via μs optical slot switching,” in 43rd European Conf. on Optical Communication (ECOC), Sept.2017, paper We.2.A.3.

Edwards, S.

N. Yoshikane, T. Sato, Y. Isaji, C. Shao, M. Tacca, S. Okamoto, T. Miyazawa, T. Ohshima, C. Yokoyama, Y. Sumida, H. Sugiyama, M. Miyabe, T. Katagiri, N. Kakegawa, S. Matsumoto, Y. Ohara, I. Satou, A. Nakamura, S. Yoshida, K. Ishii, S. Kametani, J. Nicho, J. Meyer, S. Edwards, P. Evans, T. Tsuritani, H. Harai, M. Razo, D. Hicks, A. Fumagalli, and N. Yamanaka, “First demonstration of geographically unconstrained control of an industrial robot by jointly employing SDN-based optical transport networks and edge compute,” in 21st OptoElectronics and Communications Conf. (OECC) held jointly with Int. Conf. on Photonics in Switching (PS), Niigata, Japan, July2016, pp. 1–3.

Estarán, J.-M.

J.-M. Estarán, E. Dutisseuil, H. Mardoyan, G. de Valicourt, A. Dupas, Q. P. Van, D. Verchere, B. Uscumlic, P. Dong, Y.-K. Chen, S. Bigo, and Y. Pointurier, “Cloud-BOSS intra-data center network: on-demand QoS guarantees via μs optical slot switching,” in 43rd European Conf. on Optical Communication (ECOC), Sept.2017, paper We.2.A.3.

Eugene Ng, T. S.

G. Wang, T. S. Eugene Ng, and A. Shaikh, “Programming your network at run-time for big data applications,” in 1st Workshop on Hot Topics in Software Defined Networks (HotSDN), Aug.2012, pp. 103–108.

Evans, P.

N. Yoshikane, T. Sato, Y. Isaji, C. Shao, M. Tacca, S. Okamoto, T. Miyazawa, T. Ohshima, C. Yokoyama, Y. Sumida, H. Sugiyama, M. Miyabe, T. Katagiri, N. Kakegawa, S. Matsumoto, Y. Ohara, I. Satou, A. Nakamura, S. Yoshida, K. Ishii, S. Kametani, J. Nicho, J. Meyer, S. Edwards, P. Evans, T. Tsuritani, H. Harai, M. Razo, D. Hicks, A. Fumagalli, and N. Yamanaka, “First demonstration of geographically unconstrained control of an industrial robot by jointly employing SDN-based optical transport networks and edge compute,” in 21st OptoElectronics and Communications Conf. (OECC) held jointly with Int. Conf. on Photonics in Switching (PS), Niigata, Japan, July2016, pp. 1–3.

Fainman, Y.

N. Farrington, G. Porter, S. Radhakrishnan, H. H. Bazzaz, V. Subramanya, Y. Fainman, G. Papen, and A. Vahdat, “Helios: a hybrid electrical/optical switch architecture for modular data centers,” in ACM SIGCOMM, Aug.2010, pp. 339–350.

Farrington, N.

N. Farrington, G. Porter, S. Radhakrishnan, H. H. Bazzaz, V. Subramanya, Y. Fainman, G. Papen, and A. Vahdat, “Helios: a hybrid electrical/optical switch architecture for modular data centers,” in ACM SIGCOMM, Aug.2010, pp. 339–350.

Faust, J.

M. Quigley, K. Conley, B. Gerkey, J. Faust, T. Foote, J. Leibs, R. Wheeler, and A. Ng, “ROS: an open-source robot operating system,” ICRA Workshop on Open Source Software, vol.  3, no. 3.2, p. 5, May2009.

Fettweis, G.

M. Simsek, A. Aijaz, M. Dohler, J. Sachs, and G. Fettweis, “5G-enabled tactile internet,” IEEE J. Sel. Areas Commun., vol.  34, no. 3, pp. 460–473, Mar.2016.
[Crossref]

Fiore, G.

Y. Kuwata, J. Teo, G. Fiore, S. Karaman, E. Frazzoli, and J. P. How, “Real-time motion planning with applications to autonomous urban driving,” IEEE Trans. Cont. Syst. Technol., vol.  17, no. 5, pp. 1105–1118, Sept.2009.
[Crossref]

Foote, T.

M. Quigley, K. Conley, B. Gerkey, J. Faust, T. Foote, J. Leibs, R. Wheeler, and A. Ng, “ROS: an open-source robot operating system,” ICRA Workshop on Open Source Software, vol.  3, no. 3.2, p. 5, May2009.

Frazzoli, E.

Y. Kuwata, J. Teo, G. Fiore, S. Karaman, E. Frazzoli, and J. P. How, “Real-time motion planning with applications to autonomous urban driving,” IEEE Trans. Cont. Syst. Technol., vol.  17, no. 5, pp. 1105–1118, Sept.2009.
[Crossref]

Fujioka, T.

M. Omae, N. Hashimoto, T. Fujioka, and H. Shimizu, “The application of RTK-GPS and steer-by-wire technology to automatic driving of vehicles and an evaluation of driver behavior,” IATSS Res., vol.  30, no. 2, pp. 29–38, 2006.
[Crossref]

Fumagalli, A.

N. Yoshikane, T. Sato, Y. Isaji, C. Shao, M. Tacca, S. Okamoto, T. Miyazawa, T. Ohshima, C. Yokoyama, Y. Sumida, H. Sugiyama, M. Miyabe, T. Katagiri, N. Kakegawa, S. Matsumoto, Y. Ohara, I. Satou, A. Nakamura, S. Yoshida, K. Ishii, S. Kametani, J. Nicho, J. Meyer, S. Edwards, P. Evans, T. Tsuritani, H. Harai, M. Razo, D. Hicks, A. Fumagalli, and N. Yamanaka, “First demonstration of geographically unconstrained control of an industrial robot by jointly employing SDN-based optical transport networks and edge compute,” in 21st OptoElectronics and Communications Conf. (OECC) held jointly with Int. Conf. on Photonics in Switching (PS), Niigata, Japan, July2016, pp. 1–3.

T. Sato, C. Shao, J. Nicho, N. Yoshikane, S. Okamoto, N. Yamanaka, M. Razo, M. Tacca, and A. Fumagalli, “Remote control experiments of an industrial robot using two distributed robot controllers,” in Net-Centric, Arlington, Virginia, Oct.2017.

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T. Pan, X. Guo, C. Zhang, W. Meng, and B. Liu, “ALFE: a replacement policy to cache elephant flows in the presence of mice flooding,” in IEEE Int. Conf. on Communications (ICC), Ottawa, Ontario, June2012, pp. 2961–2965.

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N. Yoshikane, T. Sato, Y. Isaji, C. Shao, M. Tacca, S. Okamoto, T. Miyazawa, T. Ohshima, C. Yokoyama, Y. Sumida, H. Sugiyama, M. Miyabe, T. Katagiri, N. Kakegawa, S. Matsumoto, Y. Ohara, I. Satou, A. Nakamura, S. Yoshida, K. Ishii, S. Kametani, J. Nicho, J. Meyer, S. Edwards, P. Evans, T. Tsuritani, H. Harai, M. Razo, D. Hicks, A. Fumagalli, and N. Yamanaka, “First demonstration of geographically unconstrained control of an industrial robot by jointly employing SDN-based optical transport networks and edge compute,” in 21st OptoElectronics and Communications Conf. (OECC) held jointly with Int. Conf. on Photonics in Switching (PS), Niigata, Japan, July2016, pp. 1–3.

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M. Hirono, T. Sato, J. Matsumoto, S. Okamoto, and N. Yamanaka, “HOLST: architecture design of energy-efficient data center network based on ultra high-speed optical switch,” in 23rd IEEE Int. Symposium on Local and Metropolitan Area Networks (LANMAN), June2017.

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M. Hirono, W. Muro, S. Sekigawa, T. Sato, S. Okamoto, and N. Yamanaka, “Hadoop-based application triggered automatic flow switching in electrical/optical hybrid data-center network,” in 43rd European Conf. on Optical Communication (ECOC), Sept.2017, paper W.2.A.2.

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Y. Kuwata, J. Teo, G. Fiore, S. Karaman, E. Frazzoli, and J. P. How, “Real-time motion planning with applications to autonomous urban driving,” IEEE Trans. Cont. Syst. Technol., vol.  17, no. 5, pp. 1105–1118, Sept.2009.
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D. Ishii, K. Nakahara, S. Okamoto, and N. Yamanaka, “A novel IP routing/signaling based service provisioning concept for ubiquitous grid networking environment,” in IEEE Globecom Workshops, Dec.2010, pp. 1746–1750.

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N. Yoshikane, T. Sato, Y. Isaji, C. Shao, M. Tacca, S. Okamoto, T. Miyazawa, T. Ohshima, C. Yokoyama, Y. Sumida, H. Sugiyama, M. Miyabe, T. Katagiri, N. Kakegawa, S. Matsumoto, Y. Ohara, I. Satou, A. Nakamura, S. Yoshida, K. Ishii, S. Kametani, J. Nicho, J. Meyer, S. Edwards, P. Evans, T. Tsuritani, H. Harai, M. Razo, D. Hicks, A. Fumagalli, and N. Yamanaka, “First demonstration of geographically unconstrained control of an industrial robot by jointly employing SDN-based optical transport networks and edge compute,” in 21st OptoElectronics and Communications Conf. (OECC) held jointly with Int. Conf. on Photonics in Switching (PS), Niigata, Japan, July2016, pp. 1–3.

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C. Jackson, K. Kondepu, Y. Ou, A. Beldachi, A. Pagès Cruz, F. Agraz, F. Moscatelli, W. Miao, V. Kamchevska, N. Calabretta, G. Landi, S. Spadaro, R. Nejabati, and D. Simeonidou, “COSIGN: a complete SDN enabled all-optical architecture for data centre virtualization with time and space multiplexing,” in 43rd European Conf. on Optical Communication (ECOC), Sept.2017, paper We.2.A.4.

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N. Yoshikane, T. Sato, Y. Isaji, C. Shao, M. Tacca, S. Okamoto, T. Miyazawa, T. Ohshima, C. Yokoyama, Y. Sumida, H. Sugiyama, M. Miyabe, T. Katagiri, N. Kakegawa, S. Matsumoto, Y. Ohara, I. Satou, A. Nakamura, S. Yoshida, K. Ishii, S. Kametani, J. Nicho, J. Meyer, S. Edwards, P. Evans, T. Tsuritani, H. Harai, M. Razo, D. Hicks, A. Fumagalli, and N. Yamanaka, “First demonstration of geographically unconstrained control of an industrial robot by jointly employing SDN-based optical transport networks and edge compute,” in 21st OptoElectronics and Communications Conf. (OECC) held jointly with Int. Conf. on Photonics in Switching (PS), Niigata, Japan, July2016, pp. 1–3.

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Y. Kuwata, J. Teo, G. Fiore, S. Karaman, E. Frazzoli, and J. P. How, “Real-time motion planning with applications to autonomous urban driving,” IEEE Trans. Cont. Syst. Technol., vol.  17, no. 5, pp. 1105–1118, Sept.2009.
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N. Yoshikane, T. Sato, Y. Isaji, C. Shao, M. Tacca, S. Okamoto, T. Miyazawa, T. Ohshima, C. Yokoyama, Y. Sumida, H. Sugiyama, M. Miyabe, T. Katagiri, N. Kakegawa, S. Matsumoto, Y. Ohara, I. Satou, A. Nakamura, S. Yoshida, K. Ishii, S. Kametani, J. Nicho, J. Meyer, S. Edwards, P. Evans, T. Tsuritani, H. Harai, M. Razo, D. Hicks, A. Fumagalli, and N. Yamanaka, “First demonstration of geographically unconstrained control of an industrial robot by jointly employing SDN-based optical transport networks and edge compute,” in 21st OptoElectronics and Communications Conf. (OECC) held jointly with Int. Conf. on Photonics in Switching (PS), Niigata, Japan, July2016, pp. 1–3.

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Kikuchi, N.

T. Kanai, Y. Senoo, K. Asaka, J. Sugawa, H. Tamai, H. Saito, N. Minato, A. Oguri, S. Sumita, T. Sato, N. Kikuchi, S. Matsushita, T. Tsuritani, S. Okamoto, N. Yamanaka, K. Suzuki, and A. Otaka, “First-time demonstration of automatic service restoration by using inter-central-office OLT handover and optical path switching in metro-access network,” in 43rd European Conf. on Optical Communication (ECOC), Sept.2017, paper W.3.D.3.

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C. Jackson, K. Kondepu, Y. Ou, A. Beldachi, A. Pagès Cruz, F. Agraz, F. Moscatelli, W. Miao, V. Kamchevska, N. Calabretta, G. Landi, S. Spadaro, R. Nejabati, and D. Simeonidou, “COSIGN: a complete SDN enabled all-optical architecture for data centre virtualization with time and space multiplexing,” in 43rd European Conf. on Optical Communication (ECOC), Sept.2017, paper We.2.A.4.

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C. Jackson, K. Kondepu, Y. Ou, A. Beldachi, A. Pagès Cruz, F. Agraz, F. Moscatelli, W. Miao, V. Kamchevska, N. Calabretta, G. Landi, S. Spadaro, R. Nejabati, and D. Simeonidou, “COSIGN: a complete SDN enabled all-optical architecture for data centre virtualization with time and space multiplexing,” in 43rd European Conf. on Optical Communication (ECOC), Sept.2017, paper We.2.A.4.

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M. Quigley, K. Conley, B. Gerkey, J. Faust, T. Foote, J. Leibs, R. Wheeler, and A. Ng, “ROS: an open-source robot operating system,” ICRA Workshop on Open Source Software, vol.  3, no. 3.2, p. 5, May2009.

Liu, B.

T. Pan, X. Guo, C. Zhang, W. Meng, and B. Liu, “ALFE: a replacement policy to cache elephant flows in the presence of mice flooding,” in IEEE Int. Conf. on Communications (ICC), Ottawa, Ontario, June2012, pp. 2961–2965.

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Mardoyan, H.

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M. Marjani, F. Nasaruddin, A. Gani, A. Karim, I. A. T. Hashem, A. Siddiqa, and I. Yaqoob, “Big IoT data analytics: architecture, opportunities, and open research challenges,” IEEE Access, vol.  5, pp. 5247–5261, Mar.2017.
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M. Hirono, T. Sato, J. Matsumoto, S. Okamoto, and N. Yamanaka, “HOLST: architecture design of energy-efficient data center network based on ultra high-speed optical switch,” in 23rd IEEE Int. Symposium on Local and Metropolitan Area Networks (LANMAN), June2017.

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N. Yoshikane, T. Sato, Y. Isaji, C. Shao, M. Tacca, S. Okamoto, T. Miyazawa, T. Ohshima, C. Yokoyama, Y. Sumida, H. Sugiyama, M. Miyabe, T. Katagiri, N. Kakegawa, S. Matsumoto, Y. Ohara, I. Satou, A. Nakamura, S. Yoshida, K. Ishii, S. Kametani, J. Nicho, J. Meyer, S. Edwards, P. Evans, T. Tsuritani, H. Harai, M. Razo, D. Hicks, A. Fumagalli, and N. Yamanaka, “First demonstration of geographically unconstrained control of an industrial robot by jointly employing SDN-based optical transport networks and edge compute,” in 21st OptoElectronics and Communications Conf. (OECC) held jointly with Int. Conf. on Photonics in Switching (PS), Niigata, Japan, July2016, pp. 1–3.

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T. Kanai, Y. Senoo, K. Asaka, J. Sugawa, H. Tamai, H. Saito, N. Minato, A. Oguri, S. Sumita, T. Sato, N. Kikuchi, S. Matsushita, T. Tsuritani, S. Okamoto, N. Yamanaka, K. Suzuki, and A. Otaka, “First-time demonstration of automatic service restoration by using inter-central-office OLT handover and optical path switching in metro-access network,” in 43rd European Conf. on Optical Communication (ECOC), Sept.2017, paper W.3.D.3.

Meng, W.

T. Pan, X. Guo, C. Zhang, W. Meng, and B. Liu, “ALFE: a replacement policy to cache elephant flows in the presence of mice flooding,” in IEEE Int. Conf. on Communications (ICC), Ottawa, Ontario, June2012, pp. 2961–2965.

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N. Yoshikane, T. Sato, Y. Isaji, C. Shao, M. Tacca, S. Okamoto, T. Miyazawa, T. Ohshima, C. Yokoyama, Y. Sumida, H. Sugiyama, M. Miyabe, T. Katagiri, N. Kakegawa, S. Matsumoto, Y. Ohara, I. Satou, A. Nakamura, S. Yoshida, K. Ishii, S. Kametani, J. Nicho, J. Meyer, S. Edwards, P. Evans, T. Tsuritani, H. Harai, M. Razo, D. Hicks, A. Fumagalli, and N. Yamanaka, “First demonstration of geographically unconstrained control of an industrial robot by jointly employing SDN-based optical transport networks and edge compute,” in 21st OptoElectronics and Communications Conf. (OECC) held jointly with Int. Conf. on Photonics in Switching (PS), Niigata, Japan, July2016, pp. 1–3.

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C. Jackson, K. Kondepu, Y. Ou, A. Beldachi, A. Pagès Cruz, F. Agraz, F. Moscatelli, W. Miao, V. Kamchevska, N. Calabretta, G. Landi, S. Spadaro, R. Nejabati, and D. Simeonidou, “COSIGN: a complete SDN enabled all-optical architecture for data centre virtualization with time and space multiplexing,” in 43rd European Conf. on Optical Communication (ECOC), Sept.2017, paper We.2.A.4.

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T. Kanai, Y. Senoo, K. Asaka, J. Sugawa, H. Tamai, H. Saito, N. Minato, A. Oguri, S. Sumita, T. Sato, N. Kikuchi, S. Matsushita, T. Tsuritani, S. Okamoto, N. Yamanaka, K. Suzuki, and A. Otaka, “First-time demonstration of automatic service restoration by using inter-central-office OLT handover and optical path switching in metro-access network,” in 43rd European Conf. on Optical Communication (ECOC), Sept.2017, paper W.3.D.3.

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N. Yoshikane, T. Sato, Y. Isaji, C. Shao, M. Tacca, S. Okamoto, T. Miyazawa, T. Ohshima, C. Yokoyama, Y. Sumida, H. Sugiyama, M. Miyabe, T. Katagiri, N. Kakegawa, S. Matsumoto, Y. Ohara, I. Satou, A. Nakamura, S. Yoshida, K. Ishii, S. Kametani, J. Nicho, J. Meyer, S. Edwards, P. Evans, T. Tsuritani, H. Harai, M. Razo, D. Hicks, A. Fumagalli, and N. Yamanaka, “First demonstration of geographically unconstrained control of an industrial robot by jointly employing SDN-based optical transport networks and edge compute,” in 21st OptoElectronics and Communications Conf. (OECC) held jointly with Int. Conf. on Photonics in Switching (PS), Niigata, Japan, July2016, pp. 1–3.

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N. Yoshikane, T. Sato, Y. Isaji, C. Shao, M. Tacca, S. Okamoto, T. Miyazawa, T. Ohshima, C. Yokoyama, Y. Sumida, H. Sugiyama, M. Miyabe, T. Katagiri, N. Kakegawa, S. Matsumoto, Y. Ohara, I. Satou, A. Nakamura, S. Yoshida, K. Ishii, S. Kametani, J. Nicho, J. Meyer, S. Edwards, P. Evans, T. Tsuritani, H. Harai, M. Razo, D. Hicks, A. Fumagalli, and N. Yamanaka, “First demonstration of geographically unconstrained control of an industrial robot by jointly employing SDN-based optical transport networks and edge compute,” in 21st OptoElectronics and Communications Conf. (OECC) held jointly with Int. Conf. on Photonics in Switching (PS), Niigata, Japan, July2016, pp. 1–3.

Moscatelli, F.

C. Jackson, K. Kondepu, Y. Ou, A. Beldachi, A. Pagès Cruz, F. Agraz, F. Moscatelli, W. Miao, V. Kamchevska, N. Calabretta, G. Landi, S. Spadaro, R. Nejabati, and D. Simeonidou, “COSIGN: a complete SDN enabled all-optical architecture for data centre virtualization with time and space multiplexing,” in 43rd European Conf. on Optical Communication (ECOC), Sept.2017, paper We.2.A.4.

Muro, W.

A. Yamashita, W. Muro, M. Hirono, T. Sato, S. Okamoto, N. Yamanaka, and M. Veeraraghavan, “Hadoop triggered opt/electrical data-center orchestration architecture for reducing power consumption,” in 19th Int. Conf. on Transparent Optical Networks (ICTON), July2017, paper Th.A6.4, pp. 1–4.

M. Hirono, W. Muro, S. Sekigawa, T. Sato, S. Okamoto, and N. Yamanaka, “Hadoop-based application triggered automatic flow switching in electrical/optical hybrid data-center network,” in 43rd European Conf. on Optical Communication (ECOC), Sept.2017, paper W.2.A.2.

Nakahara, K.

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N. Yoshikane, T. Sato, Y. Isaji, C. Shao, M. Tacca, S. Okamoto, T. Miyazawa, T. Ohshima, C. Yokoyama, Y. Sumida, H. Sugiyama, M. Miyabe, T. Katagiri, N. Kakegawa, S. Matsumoto, Y. Ohara, I. Satou, A. Nakamura, S. Yoshida, K. Ishii, S. Kametani, J. Nicho, J. Meyer, S. Edwards, P. Evans, T. Tsuritani, H. Harai, M. Razo, D. Hicks, A. Fumagalli, and N. Yamanaka, “First demonstration of geographically unconstrained control of an industrial robot by jointly employing SDN-based optical transport networks and edge compute,” in 21st OptoElectronics and Communications Conf. (OECC) held jointly with Int. Conf. on Photonics in Switching (PS), Niigata, Japan, July2016, pp. 1–3.

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M. Marjani, F. Nasaruddin, A. Gani, A. Karim, I. A. T. Hashem, A. Siddiqa, and I. Yaqoob, “Big IoT data analytics: architecture, opportunities, and open research challenges,” IEEE Access, vol.  5, pp. 5247–5261, Mar.2017.
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C. Jackson, K. Kondepu, Y. Ou, A. Beldachi, A. Pagès Cruz, F. Agraz, F. Moscatelli, W. Miao, V. Kamchevska, N. Calabretta, G. Landi, S. Spadaro, R. Nejabati, and D. Simeonidou, “COSIGN: a complete SDN enabled all-optical architecture for data centre virtualization with time and space multiplexing,” in 43rd European Conf. on Optical Communication (ECOC), Sept.2017, paper We.2.A.4.

Ng, A.

M. Quigley, K. Conley, B. Gerkey, J. Faust, T. Foote, J. Leibs, R. Wheeler, and A. Ng, “ROS: an open-source robot operating system,” ICRA Workshop on Open Source Software, vol.  3, no. 3.2, p. 5, May2009.

Nicho, J.

N. Yoshikane, T. Sato, Y. Isaji, C. Shao, M. Tacca, S. Okamoto, T. Miyazawa, T. Ohshima, C. Yokoyama, Y. Sumida, H. Sugiyama, M. Miyabe, T. Katagiri, N. Kakegawa, S. Matsumoto, Y. Ohara, I. Satou, A. Nakamura, S. Yoshida, K. Ishii, S. Kametani, J. Nicho, J. Meyer, S. Edwards, P. Evans, T. Tsuritani, H. Harai, M. Razo, D. Hicks, A. Fumagalli, and N. Yamanaka, “First demonstration of geographically unconstrained control of an industrial robot by jointly employing SDN-based optical transport networks and edge compute,” in 21st OptoElectronics and Communications Conf. (OECC) held jointly with Int. Conf. on Photonics in Switching (PS), Niigata, Japan, July2016, pp. 1–3.

T. Sato, C. Shao, J. Nicho, N. Yoshikane, S. Okamoto, N. Yamanaka, M. Razo, M. Tacca, and A. Fumagalli, “Remote control experiments of an industrial robot using two distributed robot controllers,” in Net-Centric, Arlington, Virginia, Oct.2017.

O’Mahony, D.

Oguri, A.

T. Kanai, Y. Senoo, K. Asaka, J. Sugawa, H. Tamai, H. Saito, N. Minato, A. Oguri, S. Sumita, T. Sato, N. Kikuchi, S. Matsushita, T. Tsuritani, S. Okamoto, N. Yamanaka, K. Suzuki, and A. Otaka, “First-time demonstration of automatic service restoration by using inter-central-office OLT handover and optical path switching in metro-access network,” in 43rd European Conf. on Optical Communication (ECOC), Sept.2017, paper W.3.D.3.

Ohara, Y.

N. Yoshikane, T. Sato, Y. Isaji, C. Shao, M. Tacca, S. Okamoto, T. Miyazawa, T. Ohshima, C. Yokoyama, Y. Sumida, H. Sugiyama, M. Miyabe, T. Katagiri, N. Kakegawa, S. Matsumoto, Y. Ohara, I. Satou, A. Nakamura, S. Yoshida, K. Ishii, S. Kametani, J. Nicho, J. Meyer, S. Edwards, P. Evans, T. Tsuritani, H. Harai, M. Razo, D. Hicks, A. Fumagalli, and N. Yamanaka, “First demonstration of geographically unconstrained control of an industrial robot by jointly employing SDN-based optical transport networks and edge compute,” in 21st OptoElectronics and Communications Conf. (OECC) held jointly with Int. Conf. on Photonics in Switching (PS), Niigata, Japan, July2016, pp. 1–3.

Ohshima, T.

N. Yoshikane, T. Sato, Y. Isaji, C. Shao, M. Tacca, S. Okamoto, T. Miyazawa, T. Ohshima, C. Yokoyama, Y. Sumida, H. Sugiyama, M. Miyabe, T. Katagiri, N. Kakegawa, S. Matsumoto, Y. Ohara, I. Satou, A. Nakamura, S. Yoshida, K. Ishii, S. Kametani, J. Nicho, J. Meyer, S. Edwards, P. Evans, T. Tsuritani, H. Harai, M. Razo, D. Hicks, A. Fumagalli, and N. Yamanaka, “First demonstration of geographically unconstrained control of an industrial robot by jointly employing SDN-based optical transport networks and edge compute,” in 21st OptoElectronics and Communications Conf. (OECC) held jointly with Int. Conf. on Photonics in Switching (PS), Niigata, Japan, July2016, pp. 1–3.

Okamoto, S.

S. Okamoto, T. Sato, and N. Yamanaka, “Logical optical line terminal technologies towards flexible and highly reliable metro- and access-integrated networks,” Proc. SPIE, vol.  10129, p. 1012907, Jan.2017.
[Crossref]

Y. Imakiire, T. Sato, S. Okamoto, and N. Yamanaka, “Proposal of the data center-centric flow classification method using traffic patterns,” IEICE Tech. Rep. Photon. Netw., vol.  117, no. 186, pp. 63–68, Aug.2017.

T. Sato, K. Ashizawa, H. Takeshita, S. Okamoto, N. Yamanaka, and E. Oki, “Logical optical line terminal placement optimization in the elastic lambda aggregation network with optical distribution network constraints,” J. Opt. Commun. Netw., vol.  7, no. 9, pp. 928–941, Sept.2015.
[Crossref]

Y. Imakiire, S. Okamoto, N. Yamanaka, and E. Oki, “A study on traffic monitoring time method for high-speed detection of elephant flows,” in IEEE High Performance Switching and Routing Workshop, June2016.

X. Wang, M. Veeraraghavan, E. Oki, S. Okamoto, and N. Yamanaka, “Dynamic optical circuits in datacenter networks for shuffle-heavy Hadoop applications,” in 12th Int. Conf. on IP+Optical Network (iPOP), June2016, paper T4-1.

T. Sato, C. Shao, J. Nicho, N. Yoshikane, S. Okamoto, N. Yamanaka, M. Razo, M. Tacca, and A. Fumagalli, “Remote control experiments of an industrial robot using two distributed robot controllers,” in Net-Centric, Arlington, Virginia, Oct.2017.

T. Kanai, Y. Senoo, K. Asaka, J. Sugawa, H. Tamai, H. Saito, N. Minato, A. Oguri, S. Sumita, T. Sato, N. Kikuchi, S. Matsushita, T. Tsuritani, S. Okamoto, N. Yamanaka, K. Suzuki, and A. Otaka, “First-time demonstration of automatic service restoration by using inter-central-office OLT handover and optical path switching in metro-access network,” in 43rd European Conf. on Optical Communication (ECOC), Sept.2017, paper W.3.D.3.

M. Hirono, W. Muro, S. Sekigawa, T. Sato, S. Okamoto, and N. Yamanaka, “Hadoop-based application triggered automatic flow switching in electrical/optical hybrid data-center network,” in 43rd European Conf. on Optical Communication (ECOC), Sept.2017, paper W.2.A.2.

A. Yamashita, W. Muro, M. Hirono, T. Sato, S. Okamoto, N. Yamanaka, and M. Veeraraghavan, “Hadoop triggered opt/electrical data-center orchestration architecture for reducing power consumption,” in 19th Int. Conf. on Transparent Optical Networks (ICTON), July2017, paper Th.A6.4, pp. 1–4.

M. Hirono, T. Sato, J. Matsumoto, S. Okamoto, and N. Yamanaka, “HOLST: architecture design of energy-efficient data center network based on ultra high-speed optical switch,” in 23rd IEEE Int. Symposium on Local and Metropolitan Area Networks (LANMAN), June2017.

M. Akagi, R. Usui, Y. Arakawa, S. Okamoto, and N. Yamanaka, “Cooperating superpeers based service-parts discovery for ubiquitous grid networking (uGrid),” in 7th Int. Conf. on Optical Internet, Oct.2008, pp. 1–2.

N. Yoshikane, T. Sato, Y. Isaji, C. Shao, M. Tacca, S. Okamoto, T. Miyazawa, T. Ohshima, C. Yokoyama, Y. Sumida, H. Sugiyama, M. Miyabe, T. Katagiri, N. Kakegawa, S. Matsumoto, Y. Ohara, I. Satou, A. Nakamura, S. Yoshida, K. Ishii, S. Kametani, J. Nicho, J. Meyer, S. Edwards, P. Evans, T. Tsuritani, H. Harai, M. Razo, D. Hicks, A. Fumagalli, and N. Yamanaka, “First demonstration of geographically unconstrained control of an industrial robot by jointly employing SDN-based optical transport networks and edge compute,” in 21st OptoElectronics and Communications Conf. (OECC) held jointly with Int. Conf. on Photonics in Switching (PS), Niigata, Japan, July2016, pp. 1–3.

D. Ishii, K. Nakahara, S. Okamoto, and N. Yamanaka, “A novel IP routing/signaling based service provisioning concept for ubiquitous grid networking environment,” in IEEE Globecom Workshops, Dec.2010, pp. 1746–1750.

N. Yamanaka, S. Okamoto, Y. Imakiire, M. Arase, E. Oki, and M. Veeraraghavan, “The ACTION project: application coordinating with transport, IP and optical networks,” in 18th Int. Conf. on Transparent Optical Networks (ICTON), July2016, pp. 1–4.

Oki, E.

T. Sato, K. Ashizawa, H. Takeshita, S. Okamoto, N. Yamanaka, and E. Oki, “Logical optical line terminal placement optimization in the elastic lambda aggregation network with optical distribution network constraints,” J. Opt. Commun. Netw., vol.  7, no. 9, pp. 928–941, Sept.2015.
[Crossref]

Y. Imakiire, S. Okamoto, N. Yamanaka, and E. Oki, “A study on traffic monitoring time method for high-speed detection of elephant flows,” in IEEE High Performance Switching and Routing Workshop, June2016.

N. Yamanaka, S. Okamoto, Y. Imakiire, M. Arase, E. Oki, and M. Veeraraghavan, “The ACTION project: application coordinating with transport, IP and optical networks,” in 18th Int. Conf. on Transparent Optical Networks (ICTON), July2016, pp. 1–4.

X. Wang, M. Veeraraghavan, E. Oki, S. Okamoto, and N. Yamanaka, “Dynamic optical circuits in datacenter networks for shuffle-heavy Hadoop applications,” in 12th Int. Conf. on IP+Optical Network (iPOP), June2016, paper T4-1.

Omae, M.

M. Omae, N. Hashimoto, T. Fujioka, and H. Shimizu, “The application of RTK-GPS and steer-by-wire technology to automatic driving of vehicles and an evaluation of driver behavior,” IATSS Res., vol.  30, no. 2, pp. 29–38, 2006.
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Otaka, A.

T. Kanai, Y. Senoo, K. Asaka, J. Sugawa, H. Tamai, H. Saito, N. Minato, A. Oguri, S. Sumita, T. Sato, N. Kikuchi, S. Matsushita, T. Tsuritani, S. Okamoto, N. Yamanaka, K. Suzuki, and A. Otaka, “First-time demonstration of automatic service restoration by using inter-central-office OLT handover and optical path switching in metro-access network,” in 43rd European Conf. on Optical Communication (ECOC), Sept.2017, paper W.3.D.3.

Ou, Y.

C. Jackson, K. Kondepu, Y. Ou, A. Beldachi, A. Pagès Cruz, F. Agraz, F. Moscatelli, W. Miao, V. Kamchevska, N. Calabretta, G. Landi, S. Spadaro, R. Nejabati, and D. Simeonidou, “COSIGN: a complete SDN enabled all-optical architecture for data centre virtualization with time and space multiplexing,” in 43rd European Conf. on Optical Communication (ECOC), Sept.2017, paper We.2.A.4.

Pagès Cruz, A.

C. Jackson, K. Kondepu, Y. Ou, A. Beldachi, A. Pagès Cruz, F. Agraz, F. Moscatelli, W. Miao, V. Kamchevska, N. Calabretta, G. Landi, S. Spadaro, R. Nejabati, and D. Simeonidou, “COSIGN: a complete SDN enabled all-optical architecture for data centre virtualization with time and space multiplexing,” in 43rd European Conf. on Optical Communication (ECOC), Sept.2017, paper We.2.A.4.

Pan, T.

T. Pan, X. Guo, C. Zhang, W. Meng, and B. Liu, “ALFE: a replacement policy to cache elephant flows in the presence of mice flooding,” in IEEE Int. Conf. on Communications (ICC), Ottawa, Ontario, June2012, pp. 2961–2965.

Papen, G.

N. Farrington, G. Porter, S. Radhakrishnan, H. H. Bazzaz, V. Subramanya, Y. Fainman, G. Papen, and A. Vahdat, “Helios: a hybrid electrical/optical switch architecture for modular data centers,” in ACM SIGCOMM, Aug.2010, pp. 339–350.

Patronas, I.

K. Tokas, I. Patronas, C. Spatharakis, D. Reisis, P. Bakopoulos, and H. Avramopoulos, “Slotted TDMA and optically switched network for disaggregated datacenters,” in 19th Int. Conf. on Transparent Optical Networks (ICTON), July2017, paper Mo.B3.4.

Pointurier, Y.

J.-M. Estarán, E. Dutisseuil, H. Mardoyan, G. de Valicourt, A. Dupas, Q. P. Van, D. Verchere, B. Uscumlic, P. Dong, Y.-K. Chen, S. Bigo, and Y. Pointurier, “Cloud-BOSS intra-data center network: on-demand QoS guarantees via μs optical slot switching,” in 43rd European Conf. on Optical Communication (ECOC), Sept.2017, paper We.2.A.3.

Porter, G.

N. Farrington, G. Porter, S. Radhakrishnan, H. H. Bazzaz, V. Subramanya, Y. Fainman, G. Papen, and A. Vahdat, “Helios: a hybrid electrical/optical switch architecture for modular data centers,” in ACM SIGCOMM, Aug.2010, pp. 339–350.

Prabhakar, B.

Y. Lu, M. Wang, B. Prabhakar, and F. Bonomi, “Elephant trap: a low cost device for identifying large flows,” in Proc. 15th IEEE Symposium on High-Performance Interconnects (HOTI), Aug.2007, pp. 99–105.

Quigley, M.

M. Quigley, K. Conley, B. Gerkey, J. Faust, T. Foote, J. Leibs, R. Wheeler, and A. Ng, “ROS: an open-source robot operating system,” ICRA Workshop on Open Source Software, vol.  3, no. 3.2, p. 5, May2009.

Radhakrishnan, S.

N. Farrington, G. Porter, S. Radhakrishnan, H. H. Bazzaz, V. Subramanya, Y. Fainman, G. Papen, and A. Vahdat, “Helios: a hybrid electrical/optical switch architecture for modular data centers,” in ACM SIGCOMM, Aug.2010, pp. 339–350.

Razo, M.

T. Sato, C. Shao, J. Nicho, N. Yoshikane, S. Okamoto, N. Yamanaka, M. Razo, M. Tacca, and A. Fumagalli, “Remote control experiments of an industrial robot using two distributed robot controllers,” in Net-Centric, Arlington, Virginia, Oct.2017.

N. Yoshikane, T. Sato, Y. Isaji, C. Shao, M. Tacca, S. Okamoto, T. Miyazawa, T. Ohshima, C. Yokoyama, Y. Sumida, H. Sugiyama, M. Miyabe, T. Katagiri, N. Kakegawa, S. Matsumoto, Y. Ohara, I. Satou, A. Nakamura, S. Yoshida, K. Ishii, S. Kametani, J. Nicho, J. Meyer, S. Edwards, P. Evans, T. Tsuritani, H. Harai, M. Razo, D. Hicks, A. Fumagalli, and N. Yamanaka, “First demonstration of geographically unconstrained control of an industrial robot by jointly employing SDN-based optical transport networks and edge compute,” in 21st OptoElectronics and Communications Conf. (OECC) held jointly with Int. Conf. on Photonics in Switching (PS), Niigata, Japan, July2016, pp. 1–3.

Reisis, D.

K. Tokas, I. Patronas, C. Spatharakis, D. Reisis, P. Bakopoulos, and H. Avramopoulos, “Slotted TDMA and optically switched network for disaggregated datacenters,” in 19th Int. Conf. on Transparent Optical Networks (ICTON), July2017, paper Mo.B3.4.

Ruffini, M.

Sachs, J.

M. Simsek, A. Aijaz, M. Dohler, J. Sachs, and G. Fettweis, “5G-enabled tactile internet,” IEEE J. Sel. Areas Commun., vol.  34, no. 3, pp. 460–473, Mar.2016.
[Crossref]

Saito, H.

T. Kanai, Y. Senoo, K. Asaka, J. Sugawa, H. Tamai, H. Saito, N. Minato, A. Oguri, S. Sumita, T. Sato, N. Kikuchi, S. Matsushita, T. Tsuritani, S. Okamoto, N. Yamanaka, K. Suzuki, and A. Otaka, “First-time demonstration of automatic service restoration by using inter-central-office OLT handover and optical path switching in metro-access network,” in 43rd European Conf. on Optical Communication (ECOC), Sept.2017, paper W.3.D.3.

Sato, T.

S. Okamoto, T. Sato, and N. Yamanaka, “Logical optical line terminal technologies towards flexible and highly reliable metro- and access-integrated networks,” Proc. SPIE, vol.  10129, p. 1012907, Jan.2017.
[Crossref]

Y. Imakiire, T. Sato, S. Okamoto, and N. Yamanaka, “Proposal of the data center-centric flow classification method using traffic patterns,” IEICE Tech. Rep. Photon. Netw., vol.  117, no. 186, pp. 63–68, Aug.2017.

T. Sato, K. Ashizawa, H. Takeshita, S. Okamoto, N. Yamanaka, and E. Oki, “Logical optical line terminal placement optimization in the elastic lambda aggregation network with optical distribution network constraints,” J. Opt. Commun. Netw., vol.  7, no. 9, pp. 928–941, Sept.2015.
[Crossref]

T. Sato, C. Shao, J. Nicho, N. Yoshikane, S. Okamoto, N. Yamanaka, M. Razo, M. Tacca, and A. Fumagalli, “Remote control experiments of an industrial robot using two distributed robot controllers,” in Net-Centric, Arlington, Virginia, Oct.2017.

T. Kanai, Y. Senoo, K. Asaka, J. Sugawa, H. Tamai, H. Saito, N. Minato, A. Oguri, S. Sumita, T. Sato, N. Kikuchi, S. Matsushita, T. Tsuritani, S. Okamoto, N. Yamanaka, K. Suzuki, and A. Otaka, “First-time demonstration of automatic service restoration by using inter-central-office OLT handover and optical path switching in metro-access network,” in 43rd European Conf. on Optical Communication (ECOC), Sept.2017, paper W.3.D.3.

M. Hirono, W. Muro, S. Sekigawa, T. Sato, S. Okamoto, and N. Yamanaka, “Hadoop-based application triggered automatic flow switching in electrical/optical hybrid data-center network,” in 43rd European Conf. on Optical Communication (ECOC), Sept.2017, paper W.2.A.2.

A. Yamashita, W. Muro, M. Hirono, T. Sato, S. Okamoto, N. Yamanaka, and M. Veeraraghavan, “Hadoop triggered opt/electrical data-center orchestration architecture for reducing power consumption,” in 19th Int. Conf. on Transparent Optical Networks (ICTON), July2017, paper Th.A6.4, pp. 1–4.

M. Hirono, T. Sato, J. Matsumoto, S. Okamoto, and N. Yamanaka, “HOLST: architecture design of energy-efficient data center network based on ultra high-speed optical switch,” in 23rd IEEE Int. Symposium on Local and Metropolitan Area Networks (LANMAN), June2017.

N. Yoshikane, T. Sato, Y. Isaji, C. Shao, M. Tacca, S. Okamoto, T. Miyazawa, T. Ohshima, C. Yokoyama, Y. Sumida, H. Sugiyama, M. Miyabe, T. Katagiri, N. Kakegawa, S. Matsumoto, Y. Ohara, I. Satou, A. Nakamura, S. Yoshida, K. Ishii, S. Kametani, J. Nicho, J. Meyer, S. Edwards, P. Evans, T. Tsuritani, H. Harai, M. Razo, D. Hicks, A. Fumagalli, and N. Yamanaka, “First demonstration of geographically unconstrained control of an industrial robot by jointly employing SDN-based optical transport networks and edge compute,” in 21st OptoElectronics and Communications Conf. (OECC) held jointly with Int. Conf. on Photonics in Switching (PS), Niigata, Japan, July2016, pp. 1–3.

Satou, I.

N. Yoshikane, T. Sato, Y. Isaji, C. Shao, M. Tacca, S. Okamoto, T. Miyazawa, T. Ohshima, C. Yokoyama, Y. Sumida, H. Sugiyama, M. Miyabe, T. Katagiri, N. Kakegawa, S. Matsumoto, Y. Ohara, I. Satou, A. Nakamura, S. Yoshida, K. Ishii, S. Kametani, J. Nicho, J. Meyer, S. Edwards, P. Evans, T. Tsuritani, H. Harai, M. Razo, D. Hicks, A. Fumagalli, and N. Yamanaka, “First demonstration of geographically unconstrained control of an industrial robot by jointly employing SDN-based optical transport networks and edge compute,” in 21st OptoElectronics and Communications Conf. (OECC) held jointly with Int. Conf. on Photonics in Switching (PS), Niigata, Japan, July2016, pp. 1–3.

Sekigawa, S.

M. Hirono, W. Muro, S. Sekigawa, T. Sato, S. Okamoto, and N. Yamanaka, “Hadoop-based application triggered automatic flow switching in electrical/optical hybrid data-center network,” in 43rd European Conf. on Optical Communication (ECOC), Sept.2017, paper W.2.A.2.

Senoo, Y.

T. Kanai, Y. Senoo, K. Asaka, J. Sugawa, H. Tamai, H. Saito, N. Minato, A. Oguri, S. Sumita, T. Sato, N. Kikuchi, S. Matsushita, T. Tsuritani, S. Okamoto, N. Yamanaka, K. Suzuki, and A. Otaka, “First-time demonstration of automatic service restoration by using inter-central-office OLT handover and optical path switching in metro-access network,” in 43rd European Conf. on Optical Communication (ECOC), Sept.2017, paper W.3.D.3.

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G. Wang, T. S. Eugene Ng, and A. Shaikh, “Programming your network at run-time for big data applications,” in 1st Workshop on Hot Topics in Software Defined Networks (HotSDN), Aug.2012, pp. 103–108.

Shao, C.

T. Sato, C. Shao, J. Nicho, N. Yoshikane, S. Okamoto, N. Yamanaka, M. Razo, M. Tacca, and A. Fumagalli, “Remote control experiments of an industrial robot using two distributed robot controllers,” in Net-Centric, Arlington, Virginia, Oct.2017.

N. Yoshikane, T. Sato, Y. Isaji, C. Shao, M. Tacca, S. Okamoto, T. Miyazawa, T. Ohshima, C. Yokoyama, Y. Sumida, H. Sugiyama, M. Miyabe, T. Katagiri, N. Kakegawa, S. Matsumoto, Y. Ohara, I. Satou, A. Nakamura, S. Yoshida, K. Ishii, S. Kametani, J. Nicho, J. Meyer, S. Edwards, P. Evans, T. Tsuritani, H. Harai, M. Razo, D. Hicks, A. Fumagalli, and N. Yamanaka, “First demonstration of geographically unconstrained control of an industrial robot by jointly employing SDN-based optical transport networks and edge compute,” in 21st OptoElectronics and Communications Conf. (OECC) held jointly with Int. Conf. on Photonics in Switching (PS), Niigata, Japan, July2016, pp. 1–3.

Shimizu, H.

M. Omae, N. Hashimoto, T. Fujioka, and H. Shimizu, “The application of RTK-GPS and steer-by-wire technology to automatic driving of vehicles and an evaluation of driver behavior,” IATSS Res., vol.  30, no. 2, pp. 29–38, 2006.
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Siddiqa, A.

M. Marjani, F. Nasaruddin, A. Gani, A. Karim, I. A. T. Hashem, A. Siddiqa, and I. Yaqoob, “Big IoT data analytics: architecture, opportunities, and open research challenges,” IEEE Access, vol.  5, pp. 5247–5261, Mar.2017.
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Simeonidou, D.

C. Jackson, K. Kondepu, Y. Ou, A. Beldachi, A. Pagès Cruz, F. Agraz, F. Moscatelli, W. Miao, V. Kamchevska, N. Calabretta, G. Landi, S. Spadaro, R. Nejabati, and D. Simeonidou, “COSIGN: a complete SDN enabled all-optical architecture for data centre virtualization with time and space multiplexing,” in 43rd European Conf. on Optical Communication (ECOC), Sept.2017, paper We.2.A.4.

Simsek, M.

M. Simsek, A. Aijaz, M. Dohler, J. Sachs, and G. Fettweis, “5G-enabled tactile internet,” IEEE J. Sel. Areas Commun., vol.  34, no. 3, pp. 460–473, Mar.2016.
[Crossref]

Song, H.

Y. Sun, H. Song, A. J. Jara, and R. Bie, “Internet of things and big data analytics for smart and connected communities,” IEEE Access, vol.  4, pp. 766–773, Feb.2016.
[Crossref]

Spadaro, S.

C. Jackson, K. Kondepu, Y. Ou, A. Beldachi, A. Pagès Cruz, F. Agraz, F. Moscatelli, W. Miao, V. Kamchevska, N. Calabretta, G. Landi, S. Spadaro, R. Nejabati, and D. Simeonidou, “COSIGN: a complete SDN enabled all-optical architecture for data centre virtualization with time and space multiplexing,” in 43rd European Conf. on Optical Communication (ECOC), Sept.2017, paper We.2.A.4.

Spatharakis, C.

K. Tokas, I. Patronas, C. Spatharakis, D. Reisis, P. Bakopoulos, and H. Avramopoulos, “Slotted TDMA and optically switched network for disaggregated datacenters,” in 19th Int. Conf. on Transparent Optical Networks (ICTON), July2017, paper Mo.B3.4.

Subramanya, V.

N. Farrington, G. Porter, S. Radhakrishnan, H. H. Bazzaz, V. Subramanya, Y. Fainman, G. Papen, and A. Vahdat, “Helios: a hybrid electrical/optical switch architecture for modular data centers,” in ACM SIGCOMM, Aug.2010, pp. 339–350.

Sugawa, J.

T. Kanai, Y. Senoo, K. Asaka, J. Sugawa, H. Tamai, H. Saito, N. Minato, A. Oguri, S. Sumita, T. Sato, N. Kikuchi, S. Matsushita, T. Tsuritani, S. Okamoto, N. Yamanaka, K. Suzuki, and A. Otaka, “First-time demonstration of automatic service restoration by using inter-central-office OLT handover and optical path switching in metro-access network,” in 43rd European Conf. on Optical Communication (ECOC), Sept.2017, paper W.3.D.3.

Sugiyama, H.

N. Yoshikane, T. Sato, Y. Isaji, C. Shao, M. Tacca, S. Okamoto, T. Miyazawa, T. Ohshima, C. Yokoyama, Y. Sumida, H. Sugiyama, M. Miyabe, T. Katagiri, N. Kakegawa, S. Matsumoto, Y. Ohara, I. Satou, A. Nakamura, S. Yoshida, K. Ishii, S. Kametani, J. Nicho, J. Meyer, S. Edwards, P. Evans, T. Tsuritani, H. Harai, M. Razo, D. Hicks, A. Fumagalli, and N. Yamanaka, “First demonstration of geographically unconstrained control of an industrial robot by jointly employing SDN-based optical transport networks and edge compute,” in 21st OptoElectronics and Communications Conf. (OECC) held jointly with Int. Conf. on Photonics in Switching (PS), Niigata, Japan, July2016, pp. 1–3.

Sumida, Y.

N. Yoshikane, T. Sato, Y. Isaji, C. Shao, M. Tacca, S. Okamoto, T. Miyazawa, T. Ohshima, C. Yokoyama, Y. Sumida, H. Sugiyama, M. Miyabe, T. Katagiri, N. Kakegawa, S. Matsumoto, Y. Ohara, I. Satou, A. Nakamura, S. Yoshida, K. Ishii, S. Kametani, J. Nicho, J. Meyer, S. Edwards, P. Evans, T. Tsuritani, H. Harai, M. Razo, D. Hicks, A. Fumagalli, and N. Yamanaka, “First demonstration of geographically unconstrained control of an industrial robot by jointly employing SDN-based optical transport networks and edge compute,” in 21st OptoElectronics and Communications Conf. (OECC) held jointly with Int. Conf. on Photonics in Switching (PS), Niigata, Japan, July2016, pp. 1–3.

Sumita, S.

T. Kanai, Y. Senoo, K. Asaka, J. Sugawa, H. Tamai, H. Saito, N. Minato, A. Oguri, S. Sumita, T. Sato, N. Kikuchi, S. Matsushita, T. Tsuritani, S. Okamoto, N. Yamanaka, K. Suzuki, and A. Otaka, “First-time demonstration of automatic service restoration by using inter-central-office OLT handover and optical path switching in metro-access network,” in 43rd European Conf. on Optical Communication (ECOC), Sept.2017, paper W.3.D.3.

Sun, Y.

Y. Sun, H. Song, A. J. Jara, and R. Bie, “Internet of things and big data analytics for smart and connected communities,” IEEE Access, vol.  4, pp. 766–773, Feb.2016.
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Suzuki, K.

T. Kanai, Y. Senoo, K. Asaka, J. Sugawa, H. Tamai, H. Saito, N. Minato, A. Oguri, S. Sumita, T. Sato, N. Kikuchi, S. Matsushita, T. Tsuritani, S. Okamoto, N. Yamanaka, K. Suzuki, and A. Otaka, “First-time demonstration of automatic service restoration by using inter-central-office OLT handover and optical path switching in metro-access network,” in 43rd European Conf. on Optical Communication (ECOC), Sept.2017, paper W.3.D.3.

Tacca, M.

T. Sato, C. Shao, J. Nicho, N. Yoshikane, S. Okamoto, N. Yamanaka, M. Razo, M. Tacca, and A. Fumagalli, “Remote control experiments of an industrial robot using two distributed robot controllers,” in Net-Centric, Arlington, Virginia, Oct.2017.

N. Yoshikane, T. Sato, Y. Isaji, C. Shao, M. Tacca, S. Okamoto, T. Miyazawa, T. Ohshima, C. Yokoyama, Y. Sumida, H. Sugiyama, M. Miyabe, T. Katagiri, N. Kakegawa, S. Matsumoto, Y. Ohara, I. Satou, A. Nakamura, S. Yoshida, K. Ishii, S. Kametani, J. Nicho, J. Meyer, S. Edwards, P. Evans, T. Tsuritani, H. Harai, M. Razo, D. Hicks, A. Fumagalli, and N. Yamanaka, “First demonstration of geographically unconstrained control of an industrial robot by jointly employing SDN-based optical transport networks and edge compute,” in 21st OptoElectronics and Communications Conf. (OECC) held jointly with Int. Conf. on Photonics in Switching (PS), Niigata, Japan, July2016, pp. 1–3.

Takeshita, H.

Tamai, H.

T. Kanai, Y. Senoo, K. Asaka, J. Sugawa, H. Tamai, H. Saito, N. Minato, A. Oguri, S. Sumita, T. Sato, N. Kikuchi, S. Matsushita, T. Tsuritani, S. Okamoto, N. Yamanaka, K. Suzuki, and A. Otaka, “First-time demonstration of automatic service restoration by using inter-central-office OLT handover and optical path switching in metro-access network,” in 43rd European Conf. on Optical Communication (ECOC), Sept.2017, paper W.3.D.3.

Teo, J.

Y. Kuwata, J. Teo, G. Fiore, S. Karaman, E. Frazzoli, and J. P. How, “Real-time motion planning with applications to autonomous urban driving,” IEEE Trans. Cont. Syst. Technol., vol.  17, no. 5, pp. 1105–1118, Sept.2009.
[Crossref]

Tokas, K.

K. Tokas, I. Patronas, C. Spatharakis, D. Reisis, P. Bakopoulos, and H. Avramopoulos, “Slotted TDMA and optically switched network for disaggregated datacenters,” in 19th Int. Conf. on Transparent Optical Networks (ICTON), July2017, paper Mo.B3.4.

Tsuritani, T.

N. Yoshikane, T. Sato, Y. Isaji, C. Shao, M. Tacca, S. Okamoto, T. Miyazawa, T. Ohshima, C. Yokoyama, Y. Sumida, H. Sugiyama, M. Miyabe, T. Katagiri, N. Kakegawa, S. Matsumoto, Y. Ohara, I. Satou, A. Nakamura, S. Yoshida, K. Ishii, S. Kametani, J. Nicho, J. Meyer, S. Edwards, P. Evans, T. Tsuritani, H. Harai, M. Razo, D. Hicks, A. Fumagalli, and N. Yamanaka, “First demonstration of geographically unconstrained control of an industrial robot by jointly employing SDN-based optical transport networks and edge compute,” in 21st OptoElectronics and Communications Conf. (OECC) held jointly with Int. Conf. on Photonics in Switching (PS), Niigata, Japan, July2016, pp. 1–3.

T. Kanai, Y. Senoo, K. Asaka, J. Sugawa, H. Tamai, H. Saito, N. Minato, A. Oguri, S. Sumita, T. Sato, N. Kikuchi, S. Matsushita, T. Tsuritani, S. Okamoto, N. Yamanaka, K. Suzuki, and A. Otaka, “First-time demonstration of automatic service restoration by using inter-central-office OLT handover and optical path switching in metro-access network,” in 43rd European Conf. on Optical Communication (ECOC), Sept.2017, paper W.3.D.3.

Uscumlic, B.

J.-M. Estarán, E. Dutisseuil, H. Mardoyan, G. de Valicourt, A. Dupas, Q. P. Van, D. Verchere, B. Uscumlic, P. Dong, Y.-K. Chen, S. Bigo, and Y. Pointurier, “Cloud-BOSS intra-data center network: on-demand QoS guarantees via μs optical slot switching,” in 43rd European Conf. on Optical Communication (ECOC), Sept.2017, paper We.2.A.3.

Usui, R.

M. Akagi, R. Usui, Y. Arakawa, S. Okamoto, and N. Yamanaka, “Cooperating superpeers based service-parts discovery for ubiquitous grid networking (uGrid),” in 7th Int. Conf. on Optical Internet, Oct.2008, pp. 1–2.

Vahdat, A.

N. Farrington, G. Porter, S. Radhakrishnan, H. H. Bazzaz, V. Subramanya, Y. Fainman, G. Papen, and A. Vahdat, “Helios: a hybrid electrical/optical switch architecture for modular data centers,” in ACM SIGCOMM, Aug.2010, pp. 339–350.

Van, Q. P.

J.-M. Estarán, E. Dutisseuil, H. Mardoyan, G. de Valicourt, A. Dupas, Q. P. Van, D. Verchere, B. Uscumlic, P. Dong, Y.-K. Chen, S. Bigo, and Y. Pointurier, “Cloud-BOSS intra-data center network: on-demand QoS guarantees via μs optical slot switching,” in 43rd European Conf. on Optical Communication (ECOC), Sept.2017, paper We.2.A.3.

Veeraraghavan, M.

X. Wang, M. Veeraraghavan, E. Oki, S. Okamoto, and N. Yamanaka, “Dynamic optical circuits in datacenter networks for shuffle-heavy Hadoop applications,” in 12th Int. Conf. on IP+Optical Network (iPOP), June2016, paper T4-1.

A. Yamashita, W. Muro, M. Hirono, T. Sato, S. Okamoto, N. Yamanaka, and M. Veeraraghavan, “Hadoop triggered opt/electrical data-center orchestration architecture for reducing power consumption,” in 19th Int. Conf. on Transparent Optical Networks (ICTON), July2017, paper Th.A6.4, pp. 1–4.

N. Yamanaka, S. Okamoto, Y. Imakiire, M. Arase, E. Oki, and M. Veeraraghavan, “The ACTION project: application coordinating with transport, IP and optical networks,” in 18th Int. Conf. on Transparent Optical Networks (ICTON), July2016, pp. 1–4.

Verchere, D.

J.-M. Estarán, E. Dutisseuil, H. Mardoyan, G. de Valicourt, A. Dupas, Q. P. Van, D. Verchere, B. Uscumlic, P. Dong, Y.-K. Chen, S. Bigo, and Y. Pointurier, “Cloud-BOSS intra-data center network: on-demand QoS guarantees via μs optical slot switching,” in 43rd European Conf. on Optical Communication (ECOC), Sept.2017, paper We.2.A.3.

Wang, G.

G. Wang, T. S. Eugene Ng, and A. Shaikh, “Programming your network at run-time for big data applications,” in 1st Workshop on Hot Topics in Software Defined Networks (HotSDN), Aug.2012, pp. 103–108.

Wang, M.

Y. Lu, M. Wang, B. Prabhakar, and F. Bonomi, “Elephant trap: a low cost device for identifying large flows,” in Proc. 15th IEEE Symposium on High-Performance Interconnects (HOTI), Aug.2007, pp. 99–105.

Wang, X.

X. Wang, M. Veeraraghavan, E. Oki, S. Okamoto, and N. Yamanaka, “Dynamic optical circuits in datacenter networks for shuffle-heavy Hadoop applications,” in 12th Int. Conf. on IP+Optical Network (iPOP), June2016, paper T4-1.

Wheeler, R.

M. Quigley, K. Conley, B. Gerkey, J. Faust, T. Foote, J. Leibs, R. Wheeler, and A. Ng, “ROS: an open-source robot operating system,” ICRA Workshop on Open Source Software, vol.  3, no. 3.2, p. 5, May2009.

Yamanaka, N.

S. Okamoto, T. Sato, and N. Yamanaka, “Logical optical line terminal technologies towards flexible and highly reliable metro- and access-integrated networks,” Proc. SPIE, vol.  10129, p. 1012907, Jan.2017.
[Crossref]

Y. Imakiire, T. Sato, S. Okamoto, and N. Yamanaka, “Proposal of the data center-centric flow classification method using traffic patterns,” IEICE Tech. Rep. Photon. Netw., vol.  117, no. 186, pp. 63–68, Aug.2017.

T. Sato, K. Ashizawa, H. Takeshita, S. Okamoto, N. Yamanaka, and E. Oki, “Logical optical line terminal placement optimization in the elastic lambda aggregation network with optical distribution network constraints,” J. Opt. Commun. Netw., vol.  7, no. 9, pp. 928–941, Sept.2015.
[Crossref]

Y. Imakiire, S. Okamoto, N. Yamanaka, and E. Oki, “A study on traffic monitoring time method for high-speed detection of elephant flows,” in IEEE High Performance Switching and Routing Workshop, June2016.

X. Wang, M. Veeraraghavan, E. Oki, S. Okamoto, and N. Yamanaka, “Dynamic optical circuits in datacenter networks for shuffle-heavy Hadoop applications,” in 12th Int. Conf. on IP+Optical Network (iPOP), June2016, paper T4-1.

T. Sato, C. Shao, J. Nicho, N. Yoshikane, S. Okamoto, N. Yamanaka, M. Razo, M. Tacca, and A. Fumagalli, “Remote control experiments of an industrial robot using two distributed robot controllers,” in Net-Centric, Arlington, Virginia, Oct.2017.

N. Yoshikane, T. Sato, Y. Isaji, C. Shao, M. Tacca, S. Okamoto, T. Miyazawa, T. Ohshima, C. Yokoyama, Y. Sumida, H. Sugiyama, M. Miyabe, T. Katagiri, N. Kakegawa, S. Matsumoto, Y. Ohara, I. Satou, A. Nakamura, S. Yoshida, K. Ishii, S. Kametani, J. Nicho, J. Meyer, S. Edwards, P. Evans, T. Tsuritani, H. Harai, M. Razo, D. Hicks, A. Fumagalli, and N. Yamanaka, “First demonstration of geographically unconstrained control of an industrial robot by jointly employing SDN-based optical transport networks and edge compute,” in 21st OptoElectronics and Communications Conf. (OECC) held jointly with Int. Conf. on Photonics in Switching (PS), Niigata, Japan, July2016, pp. 1–3.

T. Kanai, Y. Senoo, K. Asaka, J. Sugawa, H. Tamai, H. Saito, N. Minato, A. Oguri, S. Sumita, T. Sato, N. Kikuchi, S. Matsushita, T. Tsuritani, S. Okamoto, N. Yamanaka, K. Suzuki, and A. Otaka, “First-time demonstration of automatic service restoration by using inter-central-office OLT handover and optical path switching in metro-access network,” in 43rd European Conf. on Optical Communication (ECOC), Sept.2017, paper W.3.D.3.

M. Hirono, W. Muro, S. Sekigawa, T. Sato, S. Okamoto, and N. Yamanaka, “Hadoop-based application triggered automatic flow switching in electrical/optical hybrid data-center network,” in 43rd European Conf. on Optical Communication (ECOC), Sept.2017, paper W.2.A.2.

M. Hirono, T. Sato, J. Matsumoto, S. Okamoto, and N. Yamanaka, “HOLST: architecture design of energy-efficient data center network based on ultra high-speed optical switch,” in 23rd IEEE Int. Symposium on Local and Metropolitan Area Networks (LANMAN), June2017.

A. Yamashita, W. Muro, M. Hirono, T. Sato, S. Okamoto, N. Yamanaka, and M. Veeraraghavan, “Hadoop triggered opt/electrical data-center orchestration architecture for reducing power consumption,” in 19th Int. Conf. on Transparent Optical Networks (ICTON), July2017, paper Th.A6.4, pp. 1–4.

M. Akagi, R. Usui, Y. Arakawa, S. Okamoto, and N. Yamanaka, “Cooperating superpeers based service-parts discovery for ubiquitous grid networking (uGrid),” in 7th Int. Conf. on Optical Internet, Oct.2008, pp. 1–2.

D. Ishii, K. Nakahara, S. Okamoto, and N. Yamanaka, “A novel IP routing/signaling based service provisioning concept for ubiquitous grid networking environment,” in IEEE Globecom Workshops, Dec.2010, pp. 1746–1750.

N. Yamanaka, S. Okamoto, Y. Imakiire, M. Arase, E. Oki, and M. Veeraraghavan, “The ACTION project: application coordinating with transport, IP and optical networks,” in 18th Int. Conf. on Transparent Optical Networks (ICTON), July2016, pp. 1–4.

Yamashita, A.

A. Yamashita, W. Muro, M. Hirono, T. Sato, S. Okamoto, N. Yamanaka, and M. Veeraraghavan, “Hadoop triggered opt/electrical data-center orchestration architecture for reducing power consumption,” in 19th Int. Conf. on Transparent Optical Networks (ICTON), July2017, paper Th.A6.4, pp. 1–4.

Yaqoob, I.

M. Marjani, F. Nasaruddin, A. Gani, A. Karim, I. A. T. Hashem, A. Siddiqa, and I. Yaqoob, “Big IoT data analytics: architecture, opportunities, and open research challenges,” IEEE Access, vol.  5, pp. 5247–5261, Mar.2017.
[Crossref]

Yokoyama, C.

N. Yoshikane, T. Sato, Y. Isaji, C. Shao, M. Tacca, S. Okamoto, T. Miyazawa, T. Ohshima, C. Yokoyama, Y. Sumida, H. Sugiyama, M. Miyabe, T. Katagiri, N. Kakegawa, S. Matsumoto, Y. Ohara, I. Satou, A. Nakamura, S. Yoshida, K. Ishii, S. Kametani, J. Nicho, J. Meyer, S. Edwards, P. Evans, T. Tsuritani, H. Harai, M. Razo, D. Hicks, A. Fumagalli, and N. Yamanaka, “First demonstration of geographically unconstrained control of an industrial robot by jointly employing SDN-based optical transport networks and edge compute,” in 21st OptoElectronics and Communications Conf. (OECC) held jointly with Int. Conf. on Photonics in Switching (PS), Niigata, Japan, July2016, pp. 1–3.

Yoo, S. J. B.

S. J. B. Yoo, “Energy efficiency in the future internet: the role of optical packet switching and optical-label switching,” IEEE J. Sel. Top. Quantum Electron., vol.  17, no. 2, pp. 406–418, Mar.2011.
[Crossref]

Yoshida, S.

N. Yoshikane, T. Sato, Y. Isaji, C. Shao, M. Tacca, S. Okamoto, T. Miyazawa, T. Ohshima, C. Yokoyama, Y. Sumida, H. Sugiyama, M. Miyabe, T. Katagiri, N. Kakegawa, S. Matsumoto, Y. Ohara, I. Satou, A. Nakamura, S. Yoshida, K. Ishii, S. Kametani, J. Nicho, J. Meyer, S. Edwards, P. Evans, T. Tsuritani, H. Harai, M. Razo, D. Hicks, A. Fumagalli, and N. Yamanaka, “First demonstration of geographically unconstrained control of an industrial robot by jointly employing SDN-based optical transport networks and edge compute,” in 21st OptoElectronics and Communications Conf. (OECC) held jointly with Int. Conf. on Photonics in Switching (PS), Niigata, Japan, July2016, pp. 1–3.

Yoshikane, N.

N. Yoshikane, T. Sato, Y. Isaji, C. Shao, M. Tacca, S. Okamoto, T. Miyazawa, T. Ohshima, C. Yokoyama, Y. Sumida, H. Sugiyama, M. Miyabe, T. Katagiri, N. Kakegawa, S. Matsumoto, Y. Ohara, I. Satou, A. Nakamura, S. Yoshida, K. Ishii, S. Kametani, J. Nicho, J. Meyer, S. Edwards, P. Evans, T. Tsuritani, H. Harai, M. Razo, D. Hicks, A. Fumagalli, and N. Yamanaka, “First demonstration of geographically unconstrained control of an industrial robot by jointly employing SDN-based optical transport networks and edge compute,” in 21st OptoElectronics and Communications Conf. (OECC) held jointly with Int. Conf. on Photonics in Switching (PS), Niigata, Japan, July2016, pp. 1–3.

T. Sato, C. Shao, J. Nicho, N. Yoshikane, S. Okamoto, N. Yamanaka, M. Razo, M. Tacca, and A. Fumagalli, “Remote control experiments of an industrial robot using two distributed robot controllers,” in Net-Centric, Arlington, Virginia, Oct.2017.

Zhang, C.

T. Pan, X. Guo, C. Zhang, W. Meng, and B. Liu, “ALFE: a replacement policy to cache elephant flows in the presence of mice flooding,” in IEEE Int. Conf. on Communications (ICC), Ottawa, Ontario, June2012, pp. 2961–2965.

China Commun. (1)

L. Liu, “SDN orchestration for dynamic end-to-end control of data center multi-domain optical networking,” China Commun., vol.  12, no. 8, pp. 10–21, Aug.2015.
[Crossref]

IATSS Res. (1)

M. Omae, N. Hashimoto, T. Fujioka, and H. Shimizu, “The application of RTK-GPS and steer-by-wire technology to automatic driving of vehicles and an evaluation of driver behavior,” IATSS Res., vol.  30, no. 2, pp. 29–38, 2006.
[Crossref]

ICRA Workshop on Open Source Software (1)

M. Quigley, K. Conley, B. Gerkey, J. Faust, T. Foote, J. Leibs, R. Wheeler, and A. Ng, “ROS: an open-source robot operating system,” ICRA Workshop on Open Source Software, vol.  3, no. 3.2, p. 5, May2009.

IEEE Access (2)

Y. Sun, H. Song, A. J. Jara, and R. Bie, “Internet of things and big data analytics for smart and connected communities,” IEEE Access, vol.  4, pp. 766–773, Feb.2016.
[Crossref]

M. Marjani, F. Nasaruddin, A. Gani, A. Karim, I. A. T. Hashem, A. Siddiqa, and I. Yaqoob, “Big IoT data analytics: architecture, opportunities, and open research challenges,” IEEE Access, vol.  5, pp. 5247–5261, Mar.2017.
[Crossref]

IEEE J. Sel. Areas Commun. (1)

M. Simsek, A. Aijaz, M. Dohler, J. Sachs, and G. Fettweis, “5G-enabled tactile internet,” IEEE J. Sel. Areas Commun., vol.  34, no. 3, pp. 460–473, Mar.2016.
[Crossref]

IEEE J. Sel. Top. Quantum Electron. (1)

S. J. B. Yoo, “Energy efficiency in the future internet: the role of optical packet switching and optical-label switching,” IEEE J. Sel. Top. Quantum Electron., vol.  17, no. 2, pp. 406–418, Mar.2011.
[Crossref]

IEEE Trans. Cont. Syst. Technol. (1)

Y. Kuwata, J. Teo, G. Fiore, S. Karaman, E. Frazzoli, and J. P. How, “Real-time motion planning with applications to autonomous urban driving,” IEEE Trans. Cont. Syst. Technol., vol.  17, no. 5, pp. 1105–1118, Sept.2009.
[Crossref]

IEICE Tech. Rep. Photon. Netw. (1)

Y. Imakiire, T. Sato, S. Okamoto, and N. Yamanaka, “Proposal of the data center-centric flow classification method using traffic patterns,” IEICE Tech. Rep. Photon. Netw., vol.  117, no. 186, pp. 63–68, Aug.2017.

J. Opt. Commun. Netw. (2)

Proc. SPIE (1)

S. Okamoto, T. Sato, and N. Yamanaka, “Logical optical line terminal technologies towards flexible and highly reliable metro- and access-integrated networks,” Proc. SPIE, vol.  10129, p. 1012907, Jan.2017.
[Crossref]

Other (22)

T. Kanai, Y. Senoo, K. Asaka, J. Sugawa, H. Tamai, H. Saito, N. Minato, A. Oguri, S. Sumita, T. Sato, N. Kikuchi, S. Matsushita, T. Tsuritani, S. Okamoto, N. Yamanaka, K. Suzuki, and A. Otaka, “First-time demonstration of automatic service restoration by using inter-central-office OLT handover and optical path switching in metro-access network,” in 43rd European Conf. on Optical Communication (ECOC), Sept.2017, paper W.3.D.3.

X. Wang, M. Veeraraghavan, E. Oki, S. Okamoto, and N. Yamanaka, “Dynamic optical circuits in datacenter networks for shuffle-heavy Hadoop applications,” in 12th Int. Conf. on IP+Optical Network (iPOP), June2016, paper T4-1.

Y. Lu, M. Wang, B. Prabhakar, and F. Bonomi, “Elephant trap: a low cost device for identifying large flows,” in Proc. 15th IEEE Symposium on High-Performance Interconnects (HOTI), Aug.2007, pp. 99–105.

T. Pan, X. Guo, C. Zhang, W. Meng, and B. Liu, “ALFE: a replacement policy to cache elephant flows in the presence of mice flooding,” in IEEE Int. Conf. on Communications (ICC), Ottawa, Ontario, June2012, pp. 2961–2965.

K. Tokas, I. Patronas, C. Spatharakis, D. Reisis, P. Bakopoulos, and H. Avramopoulos, “Slotted TDMA and optically switched network for disaggregated datacenters,” in 19th Int. Conf. on Transparent Optical Networks (ICTON), July2017, paper Mo.B3.4.

J.-M. Estarán, E. Dutisseuil, H. Mardoyan, G. de Valicourt, A. Dupas, Q. P. Van, D. Verchere, B. Uscumlic, P. Dong, Y.-K. Chen, S. Bigo, and Y. Pointurier, “Cloud-BOSS intra-data center network: on-demand QoS guarantees via μs optical slot switching,” in 43rd European Conf. on Optical Communication (ECOC), Sept.2017, paper We.2.A.3.

C. Jackson, K. Kondepu, Y. Ou, A. Beldachi, A. Pagès Cruz, F. Agraz, F. Moscatelli, W. Miao, V. Kamchevska, N. Calabretta, G. Landi, S. Spadaro, R. Nejabati, and D. Simeonidou, “COSIGN: a complete SDN enabled all-optical architecture for data centre virtualization with time and space multiplexing,” in 43rd European Conf. on Optical Communication (ECOC), Sept.2017, paper We.2.A.4.

Y. Imakiire, S. Okamoto, N. Yamanaka, and E. Oki, “A study on traffic monitoring time method for high-speed detection of elephant flows,” in IEEE High Performance Switching and Routing Workshop, June2016.

C. T. Huynh and E. N. Huh, “Prediction technique for resource allocation in micro data center,” in Int. Conf. on Information Networking (ICOIN), Mar.2015, pp. 483–486.

N. Yamanaka, S. Okamoto, Y. Imakiire, M. Arase, E. Oki, and M. Veeraraghavan, “The ACTION project: application coordinating with transport, IP and optical networks,” in 18th Int. Conf. on Transparent Optical Networks (ICTON), July2016, pp. 1–4.

M. Akagi, R. Usui, Y. Arakawa, S. Okamoto, and N. Yamanaka, “Cooperating superpeers based service-parts discovery for ubiquitous grid networking (uGrid),” in 7th Int. Conf. on Optical Internet, Oct.2008, pp. 1–2.

D. Ishii, K. Nakahara, S. Okamoto, and N. Yamanaka, “A novel IP routing/signaling based service provisioning concept for ubiquitous grid networking environment,” in IEEE Globecom Workshops, Dec.2010, pp. 1746–1750.

Robot Operating System (ROS) [Online]. Available: http://www.ros.org/

N. Yoshikane, T. Sato, Y. Isaji, C. Shao, M. Tacca, S. Okamoto, T. Miyazawa, T. Ohshima, C. Yokoyama, Y. Sumida, H. Sugiyama, M. Miyabe, T. Katagiri, N. Kakegawa, S. Matsumoto, Y. Ohara, I. Satou, A. Nakamura, S. Yoshida, K. Ishii, S. Kametani, J. Nicho, J. Meyer, S. Edwards, P. Evans, T. Tsuritani, H. Harai, M. Razo, D. Hicks, A. Fumagalli, and N. Yamanaka, “First demonstration of geographically unconstrained control of an industrial robot by jointly employing SDN-based optical transport networks and edge compute,” in 21st OptoElectronics and Communications Conf. (OECC) held jointly with Int. Conf. on Photonics in Switching (PS), Niigata, Japan, July2016, pp. 1–3.

“Successful remote control of industrial robot by employing SDN-based optical network and cloud/edge computing technology,” iPOP2016 Whitepaper, June2016 [Online]. Available: https://www.pilab.jp/ipop2016/exhibition/whitepaper.html

T. Sato, C. Shao, J. Nicho, N. Yoshikane, S. Okamoto, N. Yamanaka, M. Razo, M. Tacca, and A. Fumagalli, “Remote control experiments of an industrial robot using two distributed robot controllers,” in Net-Centric, Arlington, Virginia, Oct.2017.

Apache Hadoop [Online]. Available: http://hadoop.apache.org/

G. Wang, T. S. Eugene Ng, and A. Shaikh, “Programming your network at run-time for big data applications,” in 1st Workshop on Hot Topics in Software Defined Networks (HotSDN), Aug.2012, pp. 103–108.

M. Hirono, T. Sato, J. Matsumoto, S. Okamoto, and N. Yamanaka, “HOLST: architecture design of energy-efficient data center network based on ultra high-speed optical switch,” in 23rd IEEE Int. Symposium on Local and Metropolitan Area Networks (LANMAN), June2017.

A. Yamashita, W. Muro, M. Hirono, T. Sato, S. Okamoto, N. Yamanaka, and M. Veeraraghavan, “Hadoop triggered opt/electrical data-center orchestration architecture for reducing power consumption,” in 19th Int. Conf. on Transparent Optical Networks (ICTON), July2017, paper Th.A6.4, pp. 1–4.

M. Hirono, W. Muro, S. Sekigawa, T. Sato, S. Okamoto, and N. Yamanaka, “Hadoop-based application triggered automatic flow switching in electrical/optical hybrid data-center network,” in 43rd European Conf. on Optical Communication (ECOC), Sept.2017, paper W.2.A.2.

N. Farrington, G. Porter, S. Radhakrishnan, H. H. Bazzaz, V. Subramanya, Y. Fainman, G. Papen, and A. Vahdat, “Helios: a hybrid electrical/optical switch architecture for modular data centers,” in ACM SIGCOMM, Aug.2010, pp. 339–350.

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Figures (17)

Fig. 1.
Fig. 1. Overview of the application-triggered cloud and network architecture.
Fig. 2.
Fig. 2. Proposed network architecture based on center cloud-centric and local logical mesh.
Fig. 3.
Fig. 3. Vertical virtual machine (VM) migrations for robot control.
Fig. 4.
Fig. 4. Coordination with edge robot controller and center controller.
Fig. 5.
Fig. 5. Robot control functions allocation and data transfer, based on Ref. [12]. (a) All functions are located at centralized cloud controller. (b) Edge and cloud coordinated controller allocation.
Fig. 6.
Fig. 6. Experimental setup of network robot control between USA and Japan based on centralized cloud and edge computers by 13 institutes or vendors at iPOP 2016.
Fig. 7.
Fig. 7. Photo of network robot demonstration at iPOP 2016.
Fig. 8.
Fig. 8. Three AD-car control APIs.
Fig. 9.
Fig. 9. Horizontal VM live migration for supporting trustworthy connection under 10 ms by triple redundancy and majority rule.
Fig. 10.
Fig. 10. Conventional VM live migrating method by layer 3 router.
Fig. 11.
Fig. 11. Proposed L1/L2 cut-though realizes high-speed horizontal VM live migration.
Fig. 12.
Fig. 12. Test bed and autonomous driving vehicle. (a) Toyota “Estima” AD-car. (b) Small testbed at Keio University K2 campus.
Fig. 13.
Fig. 13. Flow selection by monitoring traffic to electrical or optical switch. Based on Ref. [23].
Fig. 14.
Fig. 14. Shuffle ratio versus Hadoop input data size. From Ref. [23].
Fig. 15.
Fig. 15. Experimental setup of dynamic path selection according to shuffle ratio. From Ref. [23].
Fig. 16.
Fig. 16. Shuffle-heavy job behavior, changing from electrical to optical switching automatically (TeraSort). Based on Refs. [22,23].
Fig. 17.
Fig. 17. Shuffle-light job behavior using electrical switching only (WordCount). Based on Refs. [22,23].

Tables (1)

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TABLE I Energy-Saving Evaluation Results

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Shuffle Ratio = Shuffle Data Size Input Data Size .