| Pyramid: Machine learning framework to estimate the optimal timing and resource usage of a high-level synthesis design HM Makrani, F Farahmand, H Sayadi, S Bondi, SMP Dinakarrao, ... 2019 29th International Conference on Field Programmable Logic and …, 2019 | 97 | 2019 |
| 2smart: A two-stage machine learning-based approach for run-time specialized hardware-assisted malware detection H Sayadi, HM Makrani, SMP Dinakarrao, T Mohsenin, A Sasan, ... 2019 Design, Automation & Test in Europe Conference & Exhibition (DATE), 728-733, 2019 | 89 | 2019 |
| Lightweight node-level malware detection and network-level malware confinement in iot networks SMP Dinakarrao, H Sayadi, HM Makrani, C Nowzari, S Rafatirad, ... 2019 Design, Automation & Test in Europe Conference & Exhibition (DATE), 776-781, 2019 | 77 | 2019 |
| Customized Machine Learning-Based Hardware-Assisted Malware Detection in Embedded Devices H Sayadi, HM Makrani, MPD Sai, S Rafatirad, H Homayoun IEEE International Conference On Trust, Security And Privacy In Computing …, 2018 | 71 | 2018 |
| XPPE: Cross-Platform Performance Estimation of Hardware Accelerators Using Machine Learning HM Makrani, H Sayadi, T Mohsenin, S Rafatirad, H Homayoun 24th Asia and South Pacific Design Automation Conference (ASP-DAC), 2019 | 54 | 2019 |
| When machine learning meets hardware cybersecurity: Delving into accurate zero-day malware detection Z He, T Miari, HM Makrani, M Aliasgari, H Homayoun, H Sayadi 2021 22nd International Symposium on Quality Electronic Design (ISQED), 85-90, 2021 | 32 | 2021 |
| Recent advancements in microarchitectural security: Review of machine learning countermeasures H Sayadi, H Wang, T Miari, HM Makrani, M Aliasgari, S Rafatirad, ... 2020 IEEE 63rd International Midwest Symposium on Circuits and Systems …, 2020 | 29 | 2020 |
| StealthMiner: Specialized Time Series Machine Learning for Run-Time Stealthy Malware Detection based on Microarchitectural Features H Sayadi, Y Gao, H Mohammadi Makrani, T Mohsenin, A Sasan, ... Proceedings of the 2020 on Great Lakes Symposium on VLSI (GLSVLSI), 175-180, 2020 | 28 | 2020 |
| MeNa: A memory navigator for modern hardware in a scale-out environment HM Makrani, H Homayoun 2017 IEEE International Symposium on Workload Characterization (IISWC), 2-11, 2017 | 28 | 2017 |
| Towards accurate run-time hardware-assisted stealthy malware detection: a lightweight, yet effective time series CNN-based approach H Sayadi, Y Gao, H Mohammadi Makrani, J Lin, PC Costa, S Rafatirad, ... Cryptography 5 (4), 28, 2021 | 26 | 2021 |
| Architectural Considerations for FPGA Acceleration of Machine Learning Applications in MapReduce K Neshatpour, HM Makrani, A Sasan, H Ghasemzadeh, S Rafatirad, ... International Conference on Embedded Computer Systems: Architectures …, 2018 | 26 | 2018 |
| Energy-aware and Machine Learning-based Resource Provisioning of In-Memory Analytics on Cloud H Mohammadi Makrani, H Sayadi, D Motwani, H Wang, S Rafatirad, ... ACM Symposium on Cloud Computing, 517, 2018 | 25 | 2018 |
| A Comprehensive Memory Analysis of Data Intensive Workloads on Server Class Architecture HM Makrani, H Sayadi, MPD Sai, S Raftirad, H Homayoun International Symposium on Memory Systems (MEMSYS), 2018 | 22 | 2018 |
| Main-Memory Requirements of Big Data Applications on Commodity Server Platform HM Makrani, S Rafatirad, A Houmansadr, H Homayoun IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGRID), 2018 | 20 | 2018 |
| Understanding the Role of Memory Subsystem on Performance and Energy-Efficiency of Hadoop Applications HM Makrani, S Tabatabaei, S Rafatirad, H Homayoun Eighth International Green and Sustainable Computing Conference, 1-6, 2017 | 20 | 2017 |
| Adaptive performance modeling of data-intensive workloads for resource provisioning in virtualized environment HM Makrani, H Sayadi, N Nazari, SMP Dinakarrao, A Sasan, T Mohsenin, ... ACM Transactions on Modeling and Performance Evaluation of Computing Systems …, 2021 | 19 | 2021 |
| Memory requirements of hadoop, spark, and MPI based big data applications on commodity server class architectures HM Makrani, H Homayoun 2017 IEEE International Symposium on Workload Characterization (IISWC), 112-113, 2017 | 19 | 2017 |
| Adaptive-hmd: Accurate and cost-efficient machine learning-driven malware detection using microarchitectural events Y Gao, HM Makrani, M Aliasgari, A Rezaei, J Lin, H Homayoun, H Sayadi 2021 IEEE 27th International Symposium on On-Line Testing and Robust System …, 2021 | 18 | 2021 |
| Cloak & co-locate: Adversarial railroading of resource sharing-based attacks on the cloud HM Makrani, H Sayadi, N Nazari, KN Khasawneh, A Sasan, S Rafatirad, ... 2021 International Symposium on Secure and Private Execution Environment …, 2021 | 17 | 2021 |
| Design Space Exploration for Hardware Acceleration of Machine Learning Applications in MapReduce K Neshatpour, HM Makrani, A Sasan, H Ghasemzadeh, S Rafatirad, ... IEEE International Symposium on Field-Programmable Custom Computing Machines …, 2018 | 17 | 2018 |
Houman HomayounUniversity of California DavisVerified email at ucdavis.edu
