Search Results - "Nakasan, Chawanat"

A simple multipath OpenFlow controller using topology‐based algorithm for multipath TCP by Nakasan, Chawanat, Ichikawa, Kohei, Iida, Hajimu, Uthayopas, Putchong

“…Summary Multipath transmission control protocol(TCP), or MPTCP, is a widely‐researched mechanism that allows a single application‐level connection to be split…”
Get full text

Automated Quantization and Retraining for Neural Network Models Without Labeled Data by Thonglek, Kundjanasith, Takahashi, Keichi, Ichikawa, Kohei, Nakasan, Chawanat, Nakada, Hidemoto, Takano, Ryousei, Leelaprute, Pattara, Iida, Hajimu

“…Deploying neural network models to edge devices is becoming increasingly popular because such deployment decreases the response time and ensures better data…”
Get full text

PRAGMA‐ENT: An International SDN testbed for cyberinfrastructure in the Pacific Rim by Ichikawa, Kohei, U‐Chupala, Pongsakorn, Huang, Che, Nakasan, Chawanat, Liu, Te‐Lung, Chang, Jo‐Yu, Ku, Li‐Chi, Tsai, Whey‐Fone, Haga, Jason, Yamanaka, Hiroaki, Kawai, Eiji, Kido, Yoshiyuki, Date, Susumu, Shimojo, Shinji, Papadopoulos, Philip, Tsugawa, Mauricio, Collins, Matthew, Jeong, Kyuho, Figueiredo, Renato, Fortes, Jose

“…Summary The Pacific Rim Application and Grid Middleware Assembly (PRAGMA) is an international community of researchers that actively collaborate to address…”
Get full text

A Multipath Controller for Accelerating GridFTP Transfer over SDN by Che Huang, Nakasan, Chawanat, Ichikawa, Kohei, Iida, Hajimu

“…A large amount of scientific data needs to be transferred from one site to another as fast as possible in the computational science fields. High-speed data…”
Get full text

Improving Resource Utilization in Data Centers using an LSTM-based Prediction Model by Thonglek, Kundjanasith, Ichikawa, Kohei, Takahashi, Keichi, Iida, Hajimu, Nakasan, Chawanat

“…Data centers are centralized facilities where computing and networking hardware are aggregated to handle large amounts of data and computation. In a data…”
Get full text

An SDN-Based Multipath GridFTP for High-Speed Data Transfer by Che Huang, Nakasan, Chawanat, Ichikawa, Kohei, Iida, Hajimu

“…We demonstrate high-speed data transfer GridFTP using a multipath control mechanism with SDN (Software-Defined Networking). GridFTP is a typical tool that has…”
Get full text

Sparse Communication for Federated Learning by Thonglek, Kundjanasith, Takahashi, Keichi, Ichikawa, Kohei, Nakasan, Chawanat, Leelaprute, Pattara, Iida, Hajimu

“…Federated learning trains a model on a centralized server using datasets distributed over a massive amount of edge devices. Since federated learning does not…”
Get full text

Federated Learning of Neural Network Models with Heterogeneous Structures by Thonglek, Kundjanasith, Takahashi, Keichi, Ichikawa, Kohei, Iida, Hajimu, Nakasan, Chawanat

“…Federated learning trains a model on a centralized server using datasets distributed over a large number of edge devices. Applying federated learning ensures…”
Get full text

Enhancing the Prediction Accuracy of Solar Power Generation using a Generative Adversarial Network by Thonglek, Kundjanasith, Ichikawa, Kohei, Takahashi, Keichi, Nakasan, Chawanat, Yuasa, Kazufumi, Babasaki, Tadatoshi, Iida, Hajimu

“…Solar power is the most widely used green energy. However, using solar power generation as a stable power supply remains challenging since the power output is…”
Get full text

Retraining Quantized Neural Network Models with Unlabeled Data by Thonglek, Kundjanasith, Takahashi, Keichi, Ichikawa, Kohei, Nakasan, Chawanat, Nakada, Hidemoto, Takano, Ryousei, Iida, Hajimu

“…Running neural network models on edge devices is attracting much attention by neural network researchers since edge computing technology is becoming more…”
Get full text

A Simple Multipath OpenFlow Controller using topology-based algorithm for Multipath TCP by Nakasan, Chawanat, Ichikawa, Kohei, Iida, Hajimu, Uthayopas, Putchong

“…Multipath TCP, or MPTCP, is a widely-researched mechanism that allows a single application-level connection to be split to more than one TCP stream, and…”
Get full text

PRAGMA-ENT: Exposing SDN Concepts to Domain Scientists in the Pacific Rim by Ichikawa, Kohei, Tsugawa, Mauricio, Haga, Jason, Yamanaka, Hiroaki, Liu, Te-Lung, Kido, Yoshiyuki, U-Chupala, Pongsakorn, Huang, Che, Nakasan, Chawanat, Chang, Jo-Yu, Ku, Li-Chi, Tsai, Whey-Fone, Date, Susumu, Shimojo, Shinji, Papadopoulos, Philip, Fortes, Jose

“…The Pacific Rim Application and Grid Middleware Assembly (PRAGMA) is an international community of researchers that actively collaborate to address problems…”
Get full text