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Amirali Boroumand
Amirali Boroumand
Verified email at stanford.edu
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Ambit: In-memory accelerator for bulk bitwise operations using commodity DRAM technology
V Seshadri, D Lee, T Mullins, H Hassan, A Boroumand, J Kim, MA Kozuch, ...
2017 50th Annual IEEE/ACM International Symposium on Microarchitecture …, 2017
3702017
Google workloads for consumer devices: Mitigating data movement bottlenecks
A Boroumand, S Ghose, Y Kim, R Ausavarungnirun, E Shiu, R Thakur, ...
Proceedings of the Twenty-Third International Conference on Architectural …, 2018
2272018
Fast bulk bitwise AND and OR in DRAM
V Seshadri, K Hsieh, A Boroum, D Lee, MA Kozuch, O Mutlu, PB Gibbons, ...
IEEE Computer Architecture Letters 14 (2), 127-131, 2015
1882015
Accelerating pointer chasing in 3D-stacked memory: Challenges, mechanisms, evaluation
K Hsieh, S Khan, N Vijaykumar, KK Chang, A Boroumand, S Ghose, ...
2016 IEEE 34th International Conference on Computer Design (ICCD), 25-32, 2016
1862016
LazyPIM: An efficient cache coherence mechanism for processing-in-memory
A Boroumand, S Ghose, M Patel, H Hassan, B Lucia, K Hsieh, KT Malladi, ...
IEEE Computer Architecture Letters 16 (1), 46-50, 2016
1682016
Gather-scatter DRAM: In-DRAM address translation to improve the spatial locality of non-unit strided accesses
V Seshadri, T Mullins, A Boroumand, O Mutlu, PB Gibbons, MA Kozuch, ...
Proceedings of the 48th International Symposium on Microarchitecture, 267-280, 2015
1272015
Processing-in-memory: A workload-driven perspective
S Ghose, A Boroumand, JS Kim, J Gómez-Luna, O Mutlu
IBM Journal of Research and Development 63 (6), 3: 1-3: 19, 2019
862019
CoNDA: Efficient cache coherence support for near-data accelerators
A Boroumand, S Ghose, M Patel, H Hassan, B Lucia, R Ausavarungnirun, ...
Proceedings of the 46th International Symposium on Computer Architecture …, 2019
672019
Buddy-ram: Improving the performance and efficiency of bulk bitwise operations using DRAM
V Seshadri, D Lee, T Mullins, H Hassan, A Boroumand, J Kim, MA Kozuch, ...
arXiv preprint arXiv:1611.09988, 2016
632016
Enabling the adoption of processing-in-memory: Challenges, mechanisms, future research directions
S Ghose, K Hsieh, A Boroumand, R Ausavarungnirun, O Mutlu
arXiv preprint arXiv:1802.00320, 2018
602018
Genasm: A high-performance, low-power approximate string matching acceleration framework for genome sequence analysis
DS Cali, GS Kalsi, Z Bingöl, C Firtina, L Subramanian, JS Kim, ...
2020 53rd Annual IEEE/ACM International Symposium on Microarchitecture …, 2020
582020
The processing-in-memory paradigm: Mechanisms to enable adoption
S Ghose, K Hsieh, A Boroumand, R Ausavarungnirun, O Mutlu
Beyond-CMOS Technologies for Next Generation Computer Design, 133-194, 2019
282019
Google neural network models for edge devices: Analyzing and mitigating machine learning inference bottlenecks
A Boroumand, S Ghose, B Akin, R Narayanaswami, GF Oliveira, X Ma, ...
2021 30th International Conference on Parallel Architectures and Compilation …, 2021
242021
LazyPIM: Efficient support for cache coherence in processing-in-memory architectures
A Boroumand, S Ghose, M Patel, H Hassan, B Lucia, N Hajinazar, ...
arXiv preprint arXiv:1706.03162, 2017
182017
Mitigating edge machine learning inference bottlenecks: An empirical study on accelerating Google edge models
A Boroumand, S Ghose, B Akin, R Narayanaswami, GF Oliveira, X Ma, ...
arXiv preprint arXiv:2103.00768, 2021
162021
Polynesia: Enabling effective hybrid transactional/analytical databases with specialized hardware/software co-design
A Boroumand, S Ghose, GF Oliveira, O Mutlu
arXiv preprint arXiv:2103.00798, 2021
152021
Practical Mechanisms for Reducing Processor–Memory Data Movement in Modern Workloads
A Boroumand
Carnegie Mellon University, 2020
112020
Using ECC DRAM to adaptively increase memory capacity
Y Luo, S Ghose, T Li, S Govindan, B Sharma, B Kelly, A Boroumand, ...
arXiv preprint arXiv:1706.08870, 2017
102017
A workload and programming ease driven perspective of processing-in-memory
S Ghose, A Boroumand, JS Kim, J Gómez-Luna, O Mutlu
arXiv preprint arXiv:1907.12947, 2019
72019
CoNDA: Enabling efficient near-data accelerator communication by optimizing data movement
A Boroumand, S Ghose, M Patel, R Ausavarungnirun, H Hassan, B Lucia, ...
Proc. ISCA, 2019
52019
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