| Software-hardware co-design for fast and scalable training of deep learning recommendation models D Mudigere, Y Hao, J Huang, Z Jia, A Tulloch, S Sridharan, X Liu, ... Proceedings of the 49th Annual International Symposium on Computer …, 2022 | 231* | 2022 |
| Energy efficient architecture for graph analytics accelerators MM Ozdal, S Yesil, T Kim, A Ayupov, J Greth, S Burns, O Ozturk ACM SIGARCH Computer Architecture News 44 (3), 166-177, 2016 | 228 | 2016 |
| Understanding data storage and ingestion for large-scale deep recommendation model training: Industrial product M Zhao, N Agarwal, A Basant, B Gedik, S Pan, M Ozdal, R Komuravelli, ... Proceedings of the 49th annual international symposium on computer …, 2022 | 146 | 2022 |
| The ISPD-2012 discrete cell sizing contest and benchmark suite MM Ozdal, C Amin, A Ayupov, S Burns, G Wilke, C Zhuo Proceedings of the 2012 ACM international symposium on International …, 2012 | 125 | 2012 |
| Deep learning training in facebook data centers: Design of scale-up and scale-out systems M Naumov, J Kim, D Mudigere, S Sridharan, X Wang, W Zhao, S Yilmaz, ... arXiv preprint arXiv:2003.09518, 2020 | 121 | 2020 |
| Archer: a history-driven global routing algorithm MM Ozdal, MDF Wong 2007 IEEE/ACM International Conference on Computer-Aided Design, 488-495, 2007 | 95 | 2007 |
| A length-matching routing algorithm for high-performance printed circuit boards MM Ozdal, MDF Wong IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2006 | 86 | 2006 |
| An improved benchmark suite for the ISPD-2013 discrete cell sizing contest MM Ozdal, C Amin, A Ayupov, SM Burns, GR Wilke, C Zhuo Proceedings of the 2013 ACM International symposium on Physical Design, 168-170, 2013 | 67 | 2013 |
| Gate sizing and device technology selection algorithms for high-performance industrial designs MM Ozdal, S Burns, J Hu 2011 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 724-731, 2011 | 65 | 2011 |
| Algorithmic study of single-layer bus routing for high-speed boards MM Ozdal, MDF Wong IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2006 | 59 | 2006 |
| Hypergraph models and algorithms for data-pattern-based clustering MM Ozdal, C Aykanat Data Mining and Knowledge Discovery 9 (1), 29-57, 2004 | 59 | 2004 |
| Simultaneous escape routing and layer assignment for dense PCBs MM Ozdal, MDF Wong IEEE/ACM International Conference on Computer Aided Design, 2004. ICCAD-2004 …, 2004 | 57 | 2004 |
| Detailed-routing algorithms for dense pin clusters in integrated circuits MM Ozdal IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2009 | 55 | 2009 |
| Archer: A history-based global routing algorithm MM Ozdal, MDF Wong IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2009 | 54 | 2009 |
| Algorithms for gate sizing and device parameter selection for high-performance designs MM Ozdal, S Burns, J Hu IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2012 | 49 | 2012 |
| High-performance, distributed training of large-scale deep learning recommendation models D Mudigere, Y Hao, J Huang, A Tulloch, S Sridharan, X Liu, M Ozdal, ... arXiv preprint arXiv:2104.05158, 2021 | 41 | 2021 |
| Simultaneous escape-routing algorithms for via minimization of high-speed boards MM Ozdal, MDF Wong, PS Honsinger IEEE transactions on computer-aided design of integrated circuits and …, 2007 | 38 | 2007 |
| Length-matching routing for high-speed printed circuit boards MM Ozdal, MDF Wong ICCAD-2003. International Conference on Computer Aided Design (IEEE Cat. No …, 2003 | 37 | 2003 |
| Exact route matching algorithms for analog and mixed signal integrated circuits MM Ozdal, RF Hentschke Proceedings of the 2009 international Conference on Computer-Aided Design …, 2009 | 32 | 2009 |
| Optimal bus sequencing for escape routing in dense PCBs H Kong, T Yan, MDF Wong, MM Ozdal 2007 IEEE/ACM International Conference on Computer-Aided Design, 390-395, 2007 | 31 | 2007 |
