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Aiming for a second paradigm shift in software development following Java, I study that software for normal CPUs is adapted to heterogeneous hardware on the NW where GPUs, FPGAs or many-core CPUs are placed, and the performance is automatically increased. Fundamentally, machines cannot understand human intentions and do not know which parts should be parallelized, so speeding up by manual modification was the mainstream, but by using evolutionary computation or others to efficiently try performance measurement, I achieve automatic convertion and configuration.
I am an active researcher who satisfies all 6 of the outstanding indicators many agree, with each 2 for quality, quantity and quality+quantity of research. Of the 3 highest in the history of NTT Labs, I satisfy 6 at the start of FY2025 with 47 year old.
- Fisrt recipient rate of prize money 1 million yen or more: Telecommunications Advancement Foundation Award (Single), Multiple awards with first recipient: Telecommunications Advancement Foundation Award (2018) + IEICE Fellow (2024)
- First author journal papers more than age: 52, Representative invention patents more than age: 55
- h-index of citations more than age: 51, First author papers of h-index more than 1/2 age: 38
Representative journal papers. As first authors, 52 journal papers, 36 international conferences, 55 patents.
Y. Yamato, "Proposal and evaluation of GPU offloading parts reconfiguration during applications operations for environment adaptation," Journal of Network and Systems Management, Springer, Vol.32, DOI:10.1007/s10922-023-09789-2, Nov. 2023.
Y. Yamato, "Study and Evaluation of Automatic Offloading Method in Mixed Offloading Destination Environment," Cogent Engineering, Taylor & Francis, Vol.9, DOI:10.1080/23311916.2022.2080624, June 2022.
Y. Yamato, T. Demizu, H. Noguchi and M. Kataoka, "Automatic GPU Offloading Technology for Open IoT Environment," IEEE Internet of Things Journal, Vol.6, Issue 2, pp.2369-2378, DOI:10.1109/JIOT.2018.2872545, Apr. 2019. (Impact Factor 2019 = 9.5)
Y. Yamato, Y. Nishizawa, S. Nagao and K. Sato, "Fast and Reliable Restoration Method of Virtual Resources on OpenStack," IEEE Transactions on Cloud Computing, Vol.6, Issue 2, pp.572-583, DOI:10.1109/TCC.2015.2481392, Apr. 2018. (Impact Factor 2018 = 7.9)
Y. Yamato, "Automatic Verification Technology of Software Patches for User Virtual Environments on IaaS Cloud," Journal of Cloud Computing, Springer, Vol.4, DOI:10.1186/s13677-015-0028-6, Feb. 2015.