Serhat Yilmaz

According to our database, Serhat Yilmaz authored at least 13 papers between 2009 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Identification of particular hydrodynamic parameters for a modular type 4 DOF underwater vehicle by means of CFD method.

Serhat Yilmaz, Gülten Altiokka Yilmaz

Ind. Robot, 2023

2022

Software-hardware co-design for fast and scalable training of deep learning recommendation models.

Dheevatsa Mudigere, Yuchen Hao, Jianyu Huang, Zhihao Jia, Andrew Tulloch, Srinivas Sridharan, Xing Liu, Mustafa Ozdal, Jade Nie, Jongsoo Park, Liang Luo, Jie Amy Yang, Leon Gao, Dmytro Ivchenko, Aarti Basant, Yuxi Hu, Jiyan Yang, Ehsan K. Ardestani, Xiaodong Wang, Rakesh Komuravelli, Ching-Hsiang Chu, Serhat Yilmaz, Huayu Li, Jiyuan Qian, Zhuobo Feng, Yinbin Ma, Junjie Yang, Ellie Wen, Hong Li, Lin Yang, Chonglin Sun, Whitney Zhao, Dimitry Melts, Krishna Dhulipala, K. R. Kishore, Tyler Graf, Assaf Eisenman, Kiran Kumar Matam, Adi Gangidi, Guoqiang Jerry Chen, Manoj Krishnan, Avinash Nayak, Krishnakumar Nair, Bharath Muthiah, Mahmoud khorashadi, Pallab Bhattacharya, Petr Lapukhov, Maxim Naumov, Ajit Mathews, Lin Qiao, Mikhail Smelyanskiy, Bill Jia, Vijay Rao

Proceedings of the ISCA '22: The 49th Annual International Symposium on Computer Architecture, New York, New York, USA, June 18, 2022

2021

High-performance, Distributed Training of Large-scale Deep Learning Recommendation Models.

Dheevatsa Mudigere, Yuchen Hao, Jianyu Huang, Andrew Tulloch, Srinivas Sridharan, Xing Liu, Mustafa Ozdal, Jade Nie, Jongsoo Park, Liang Luo, Jie Amy Yang, Leon Gao, Dmytro Ivchenko, Aarti Basant, Yuxi Hu, Jiyan Yang, Ehsan K. Ardestani, Xiaodong Wang, Rakesh Komuravelli, Ching-Hsiang Chu, Serhat Yilmaz, Huayu Li, Jiyuan Qian, Zhuobo Feng, Yinbin Ma, Junjie Yang, Ellie Wen, Hong Li, Lin Yang, Chonglin Sun, Whitney Zhao, Dimitry Melts, Krishna Dhulipala, K. R. Kishore, Tyler Graf, Assaf Eisenman, Kiran Kumar Matam, Adi Gangidi, Guoqiang Jerry Chen, Manoj Krishnan, Avinash Nayak, Krishnakumar Nair, Bharath Muthiah, Mahmoud khorashadi, Pallab Bhattacharya, Petr Lapukhov, Maxim Naumov, Lin Qiao, Mikhail Smelyanskiy, Bill Jia, Vijay Rao

CoRR, 2021

2020

Deep Learning Training in Facebook Data Centers: Design of Scale-up and Scale-out Systems.

Maxim Naumov, John Kim, Dheevatsa Mudigere, Srinivas Sridharan, Xiaodong Wang, Whitney Zhao, Serhat Yilmaz, Changkyu Kim, Hector Yuen, Mustafa Ozdal, Krishnakumar Nair, Isabel Gao, Bor-Yiing Su, Jiyan Yang, Mikhail Smelyanskiy

CoRR, 2020

Turbine: Facebook's Service Management Platform for Stream Processing.

Yuan Mei, Luwei Cheng, Vanish Talwar, Michael Y. Levin, Gabriela Jacques-Silva, Nikhil Simha, Anirban Banerjee, Brian Smith, Tim Williamson, Serhat Yilmaz, Weitao Chen, Guoqiang Jerry Chen

Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

2018

Providing Streaming Joins as a Service at Facebook.

Gabriela Jacques-Silva, Ran Lei, Luwei Cheng, Guoqiang Jerry Chen, Kuen Ching, Tanji Hu, Yuan Mei, Kevin Wilfong, Rithin Shetty, Serhat Yilmaz, Anirban Banerjee, Benjamin Heintz, Shridar Iyer, Anshul Jaiswal

Proc. VLDB Endow., 2018

2016

Realtime Data Processing at Facebook.

Guoqiang Jerry Chen, Janet L. Wiener, Shridhar Iyer, Anshul Jaiswal, Ran Lei, Nikhil Simha, Wei Wang, Kevin Wilfong, Tim Williamson, Serhat Yilmaz

Proceedings of the 2016 International Conference on Management of Data, 2016

2013

Modeling and simulation of injection control system on a four-stroke type diesel engine development platform using artificial neural networks.

Serhat Yilmaz, Mehmet Zeki Bilgin

Neural Comput. Appl., 2013

2012

Modified Crank-Nicholson difference schemes for ultra-parabolic equations.

Allaberen Ashyralyev, Serhat Yilmaz

Comput. Math. Appl., 2012

Modified Crank-Nicholson Difference Schemes for Ultra Parabolic Equations with Neumann Condition.

Allaberen Ashyralyev, Serhat Yilmaz

Proceedings of the Numerical Analysis and Its Applications - 5th International Conference, 2012

2011

Surface roughness prediction in machining of cast polyamide using neural network.

Serhat Yilmaz, Aziz Armagan Arici, Erol Feyzullahoglu

Neural Comput. Appl., 2011

An assessment of total RMR classification system using unified simulation model based on artificial neural networks.

Ertan Mert, Serhat Yilmaz, Melih Inal

Neural Comput. Appl., 2011

2009

Fuzzy modeling approach based on property location quality for grading neighborhood level of family housing units.

Zeynep Gamze Mert, Serhat Yilmaz

Expert Syst. Appl., 2009