| The architectural implications of autonomous driving: Constraints and acceleration SC Lin, Y Zhang, CH Hsu, M Skach, ME Haque, L Tang, J Mars Proceedings of the Twenty-Third International Conference on Architectural …, 2018 | 533 | 2018 |
| Sirius: An Open End-to-End Voice and Vision Personal Assistant and Its Implications for Future Warehouse Scale Computers J Hauswald, MA Laurenzano, Y Zhang, C Li, A Rovinski, A Khurana, ... Proceedings of the Twentieth International Conference on Architectural …, 2015 | 344 | 2015 |
| Smite: Precise qos prediction on real-system smt processors to improve utilization in warehouse scale computers Y Zhang, MA Laurenzano, J Mars, L Tang 2014 47th Annual IEEE/ACM International Symposium on Microarchitecture, 406-418, 2014 | 174 | 2014 |
| Adrenaline: Pinpointing and reining in tail queries with quick voltage boosting CH Hsu, Y Zhang, MA Laurenzano, D Meisner, T Wenisch, L Tang, J Mars, ... Proceedings of the 2015 IEEE 21st International Symposium on High …, 2015 | 152 | 2015 |
| Treadmill: Attributing the source of tail latency through precise load testing and statistical inference Y Zhang, D Meisner, J Mars, L Tang ACM SIGARCH Computer Architecture News 44 (3), 456-468, 2016 | 123 | 2016 |
| {History-Based} harvesting of spare cycles and storage in {Large-Scale} datacenters Y Zhang, G Prekas, GM Fumarola, M Fontoura, I Goiri, R Bianchini 12th USENIX Symposium on Operating Systems Design and Implementation (OSDI …, 2016 | 119 | 2016 |
| Octopus-man: Qos-driven task management for heterogeneous multicores in warehouse-scale computers V Petrucci, MA Laurenzano, J Doherty, Y Zhang, D Mosse, J Mars, L Tang 2015 IEEE 21st International Symposium on High Performance Computer …, 2015 | 115 | 2015 |
| Protean code: Achieving near-free online code transformations for warehouse scale computers MA Laurenzano, Y Zhang, L Tang, J Mars 2014 47th Annual IEEE/ACM International Symposium on Microarchitecture, 558-570, 2014 | 53 | 2014 |
| Adasa: A conversational in-vehicle digital assistant for advanced driver assistance features SC Lin, CH Hsu, W Talamonti, Y Zhang, S Oney, J Mars, L Tang Proceedings of the 31st Annual ACM Symposium on User Interface Software and …, 2018 | 38 | 2018 |
| Data collection for dialogue system: A startup perspective Y Kang, Y Zhang, JK Kummerfeld, L Tang, J Mars Proceedings of the 2018 Conference of the North American Chapter of the …, 2018 | 35 | 2018 |
| Designing future warehouse-scale computers for sirius, an end-to-end voice and vision personal assistant J Hauswald, MA Laurenzano, Y Zhang, H Yang, Y Kang, C Li, A Rovinski, ... ACM Transactions on Computer Systems (TOCS) 34 (1), 1-32, 2016 | 34 | 2016 |
| Systems and methods for intelligently curating machine learning training data and improving machine learning model performance Y Kang, Y Zhang, JK Kummerfeld, P Hill, J Hauswald, MA Laurenzano, ... US Patent 10,303,978, 2019 | 16 | 2019 |
| Systems and methods for intelligently configuring and deploying a control structure of a machine learning-based dialogue system P Hill, J Mars, L Tang, MA Laurenzano, J Hauswald, Y Kang, Y Zhang US Patent 10,936,936, 2021 | 13 | 2021 |
| Resource oversubscription based on utilization patterns in computing systems R Bianchini, W Clausen, M Fontoura, I Goiri, Y Zhang US Patent 10,678,603, 2020 | 13 | 2020 |
| Reining in long tails in warehouse-scale computers with quick voltage boosting using adrenaline CH Hsu, Y Zhang, MA Laurenzano, D Meisner, T Wenisch, RG Dreslinski, ... ACM Transactions on Computer Systems (TOCS) 35 (1), 1-33, 2017 | 12 | 2017 |
| Systems and methods for intelligently curating machine learning training data and improving machine learning model performance Y Kang, Y Zhang, JK Kummerfeld, P Hill, J Hauswald, MA Laurenzano, ... US Patent 10,679,100, 2020 | 10 | 2020 |
| Phantasy: Low-latency virtualization-based fault tolerance via asynchronous prefetching S Ren, Y Zhang, L Pan, Z Xiao IEEE Transactions on Computers 68 (2), 225-238, 2018 | 9 | 2018 |
| Powerchop: Identifying and managing non-critical units in hybrid processor architectures MA Laurenzano, Y Zhang, J Chen, L Tang, J Mars ACM SIGARCH Computer Architecture News 44 (3), 140-152, 2016 | 9 | 2016 |
| Sirius implications for future warehouse-scale computers J Hauswald, MA Laurenzano, Y Zhang, C Li, A Rovinski, A Khurana, ... IEEE Micro 36 (3), 42-53, 2016 | 5 | 2016 |
| Systems and methods for intelligently configuring and deploying a machine learning-based dialogue system J Mars, L Tang, MA Laurenzano, J Hauswald, P Hill, Y Kang, Y Zhang US Patent 10,769,384, 2020 | 4 | 2020 |
Jason MarsProfessor of Computer Science and Engineering, University of MichiganVerified email at umich.edu
