| Clearing the clouds: a study of emerging scale-out workloads on modern hardware M Ferdman, A Adileh, O Kocberber, S Volos, M Alisafaee, D Jevdjic, ... ACM SIGPLAN Notices 47 (4), 37-48, 2012 | 1388 | 2012 |
| Fused-layer CNN accelerators M Alwani, H Chen, M Ferdman, P Milder 2016 49th Annual IEEE/ACM International Symposium on Microarchitecture …, 2016 | 897 | 2016 |
| Reactive NUCA: near-optimal block placement and replication in distributed caches N Hardavellas, M Ferdman, B Falsafi, A Ailamaki Proceedings of the 36th annual international symposium on Computer …, 2009 | 570 | 2009 |
| SimFlex: statistical sampling of computer system simulation TF Wenisch, RE Wunderlich, M Ferdman, A Ailamaki, B Falsafi, JC Hoe IEEE Micro 26 (4), 18-31, 2006 | 475 | 2006 |
| Maximizing CNN accelerator efficiency through resource partitioning Y Shen, M Ferdman, P Milder ACM SIGARCH Computer Architecture News 45 (2), 535-547, 2017 | 447 | 2017 |
| Recognizing functions in binaries with neural networks ECR Shin, D Song, R Moazzezi 24th USENIX security symposium (USENIX Security 15), 611-626, 2015 | 441 | 2015 |
| Toward dark silicon in servers N Hardavellas, M Ferdman, B Falsafi, A Ailamaki IEEE Micro 31 (4), 6-15, 2011 | 439 | 2011 |
| Spatial memory streaming with rotated patterns M Ferdman, S Somogyi, B Falsafi 1st JILP Data Prefetching Championship 29, 2009 | 399* | 2009 |
| Scale-out processors P Lotfi-Kamran, B Grot, M Ferdman, S Volos, O Kocberber, J Picorel, ... ACM SIGARCH Computer Architecture News 40 (3), 500-511, 2012 | 284 | 2012 |
| Cache bursts: A new approach for eliminating dead blocks and increasing cache efficiency H Liu, M Ferdman, J Huh, D Burger 2008 41st IEEE/ACM International Symposium on Microarchitecture, 222-233, 2008 | 267 | 2008 |
| Cuckoo directory: A scalable directory for many-core systems M Ferdman, P Lotfi-Kamran, K Balet, B Falsafi 2011 IEEE 17th International Symposium on High Performance Computer …, 2011 | 189 | 2011 |
| Proactive instruction fetch M Ferdman, C Kaynak, B Falsafi Proceedings of the 44th Annual IEEE/ACM International Symposium on …, 2011 | 156 | 2011 |
| Mantis: A fast, small, and exact large-scale sequence-search index M Ferdman, R Johnson, R Patro Research in Computational Molecular Biology 271, 2018 | 137* | 2018 |
| Escher: A CNN accelerator with flexible buffering to minimize off-chip transfer Y Shen, M Ferdman, P Milder 2017 IEEE 25Th annual international symposium on field-programmable custom …, 2017 | 137 | 2017 |
| Practical off-chip meta-data for temporal memory streaming TF Wenisch, M Ferdman, A Ailamaki, B Falsafi, A Moshovos 2009 IEEE 15th International Symposium on High Performance Computer …, 2009 | 135 | 2009 |
| Temporal instruction fetch streaming M Ferdman, TF Wenisch, A Ailamaki, B Falsafi, A Moshovos 2008 41st IEEE/ACM International Symposium on Microarchitecture, 1-10, 2008 | 126 | 2008 |
| Demystifying cloud benchmarking T Palit, Y Shen, M Ferdman 2016 IEEE international symposium on performance analysis of systems and …, 2016 | 108 | 2016 |
| Overcoming resource underutilization in spatial CNN accelerators Y Shen, M Ferdman, P Milder 2016 26th International Conference on field programmable logic and …, 2016 | 67 | 2016 |
| A comprehensive implementation and evaluation of direct interrupt delivery CC Tu, M Ferdman, C Lee, T Chiueh Acm Sigplan Notices 50 (7), 1-15, 2015 | 66 | 2015 |
| System, method, and accelerator to process convolutional neural network layers M Ferdman, P Milder, M Alwani US Patent 10,726,330, 2020 | 64 | 2020 |
Babak FalsafiProfessor of Computer Science, EPFLVerified email at epfl.ch
