Amirali Boroumand

30 papers A* 6B 1C 1Journal 20Unranked 1
YearRankTypeTitle / Venue / Authors
2023 J jnl
Extending Memory Capacity in Modern Consumer Systems With Emerging Non-Volatile Memory: Experimental Analysis and Characterization Using the Intel Optane SSD.
IEEE Access
Geraldo F. Oliveira, Saugata Ghose, Juan Gómez-Luna, Amirali Boroumand, Alexis Savery, Sonny Rao, Salman Qazi, Gwendal Grignou, Rahul Thakur, Eric Shiu, Onur Mutlu
2022 J jnl
Accelerating Neural Network Inference With Processing-in-DRAM: From the Edge to the Cloud.
IEEE Micro
Geraldo F. Oliveira, Juan Gómez-Luna, Saugata Ghose, Amirali Boroumand, Onur Mutlu
2022 J jnl
Accelerating Neural Network Inference with Processing-in-DRAM: From the Edge to the Cloud.
CoRR
Geraldo F. Oliveira, Juan Gómez-Luna, Saugata Ghose, Amirali Boroumand, Onur Mutlu
2022 J jnl
Enabling High-Performance and Energy-Efficient Hybrid Transactional/Analytical Databases with Hardware/Software Cooperation.
CoRR
Amirali Boroumand, Saugata Ghose, Geraldo F. Oliveira, Onur Mutlu
2022 — conf
Heterogeneous Data-Centric Architectures for Modern Data-Intensive Applications: Case Studies in Machine Learning and Databases.
ISVLSI
Geraldo F. Oliveira, Amirali Boroumand, Saugata Ghose, Juan Gómez-Luna, Onur Mutlu
2022 J jnl
Heterogeneous Data-Centric Architectures for Modern Data-Intensive Applications: Case Studies in Machine Learning and Databases.
CoRR
Geraldo F. Oliveira, Amirali Boroumand, Saugata Ghose, Juan Gómez-Luna, Onur Mutlu
2022 A* conf
Polynesia: Enabling High-Performance and Energy-Efficient Hybrid Transactional/Analytical Databases with Hardware/Software Co-Design.
ICDE
Amirali Boroumand, Saugata Ghose, Geraldo F. Oliveira, Onur Mutlu
2021 J jnl
Extending Memory Capacity in Consumer Devices with Emerging Non-Volatile Memory: An Experimental Study.
CoRR
Geraldo F. Oliveira, Saugata Ghose, Juan Gómez-Luna, Amirali Boroumand, Alexis Savery, Sonny Rao, Salman Qazi, Gwendal Grignou, Rahul Thakur, Eric Shiu, Onur Mutlu
2021 B conf
Google Neural Network Models for Edge Devices: Analyzing and Mitigating Machine Learning Inference Bottlenecks.
PACT
Amirali Boroumand, Saugata Ghose, Berkin Akin, Ravi Narayanaswami, Geraldo F. Oliveira, Xiaoyu Ma, Eric Shiu, Onur Mutlu
2021 J jnl
Google Neural Network Models for Edge Devices: Analyzing and Mitigating Machine Learning Inference Bottlenecks.
CoRR
Amirali Boroumand, Saugata Ghose, Berkin Akin, Ravi Narayanaswami, Geraldo F. Oliveira, Xiaoyu Ma, Eric Shiu, Onur Mutlu
2021 J jnl
Mitigating Edge Machine Learning Inference Bottlenecks: An Empirical Study on Accelerating Google Edge Models.
CoRR
Amirali Boroumand, Saugata Ghose, Berkin Akin, Ravi Narayanaswami, Geraldo F. Oliveira, Xiaoyu Ma, Eric Shiu, Onur Mutlu
2021 J jnl
Polynesia: Enabling Effective Hybrid Transactional/Analytical Databases with Specialized Hardware/Software Co-Design.
CoRR
Amirali Boroumand, Saugata Ghose, Geraldo F. Oliveira, Onur Mutlu
2021 — —
Practical Mechanisms for Reducing Processor-Memory Data Movement in Modern Workloads.
Amirali Boroumand
2020 A* conf
GenASM: A High-Performance, Low-Power Approximate String Matching Acceleration Framework for Genome Sequence Analysis.
MICRO
Damla Senol Cali, Gurpreet S. Kalsi, Zülal Bingöl, Can Firtina, Lavanya Subramanian, Jeremie S. Kim, Rachata Ausavarungnirun, Mohammed Alser, Juan Gómez-Luna, Amirali Boroumand, Anant Nori, Allison Scibisz, Sreenivas Subramoney, Can Alkan, Saugata Ghose, Onur Mutlu
2020 J jnl
GenASM: A High-Performance, Low-Power Approximate String Matching Acceleration Framework for Genome Sequence Analysis.
CoRR
Damla Senol Cali, Gurpreet S. Kalsi, Zülal Bingöl, Can Firtina, Lavanya Subramanian, Jeremie S. Kim, Rachata Ausavarungnirun, Mohammed Alser, Juan Gómez-Luna, Amirali Boroumand, Anant Nori, Allison Scibisz, Sreenivas Subramoney, Can Alkan, Saugata Ghose, Onur Mutlu
2019 J jnl
A Workload and Programming Ease Driven Perspective of Processing-in-Memory.
CoRR
Saugata Ghose, Amirali Boroumand, Jeremie S. Kim, Juan Gómez-Luna, Onur Mutlu
2019 A* conf
CoNDA: efficient cache coherence support for near-data accelerators.
ISCA
Amirali Boroumand, Saugata Ghose, Minesh Patel, Hasan Hassan, Brandon Lucia, Rachata Ausavarungnirun, Kevin Hsieh, Nastaran Hajinazar, Krishna T. Malladi, Hongzhong Zheng, Onur Mutlu
2019 J jnl
Processing-in-memory: A workload-driven perspective.
IBM J. Res. Dev.
Saugata Ghose, Amirali Boroumand, Jeremie S. Kim, Juan Gómez-Luna, Onur Mutlu
2018 J jnl
Enabling the Adoption of Processing-in-Memory: Challenges, Mechanisms, Future Research Directions.
CoRR
Saugata Ghose, Kevin Hsieh, Amirali Boroumand, Rachata Ausavarungnirun, Onur Mutlu
2018 A* conf
Google Workloads for Consumer Devices: Mitigating Data Movement Bottlenecks.
ASPLOS
Amirali Boroumand, Saugata Ghose, Youngsok Kim, Rachata Ausavarungnirun, Eric Shiu, Rahul Thakur, Daehyun Kim, Aki Kuusela, Allan Knies, Parthasarathy Ranganathan, Onur Mutlu
2017 A* conf
Ambit: in-memory accelerator for bulk bitwise operations using commodity DRAM technology.
MICRO
Vivek Seshadri, Donghyuk Lee, Thomas Mullins, Hasan Hassan, Amirali Boroumand, Jeremie S. Kim, Michael A. Kozuch, Onur Mutlu, Phillip B. Gibbons, Todd C. Mowry
2017 J jnl
LazyPIM: An Efficient Cache Coherence Mechanism for Processing-in-Memory.
IEEE Comput. Archit. Lett.
Amirali Boroumand, Saugata Ghose, Minesh Patel, Hasan Hassan, Brandon Lucia, Kevin Hsieh, Krishna T. Malladi, Hongzhong Zheng, Onur Mutlu
2017 J jnl
LazyPIM: Efficient Support for Cache Coherence in Processing-in-Memory Architectures.
CoRR
Amirali Boroumand, Saugata Ghose, Minesh Patel, Hasan Hassan, Brandon Lucia, Nastaran Hajinazar, Kevin Hsieh, Krishna T. Malladi, Hongzhong Zheng, Onur Mutlu
2017 J jnl
Using ECC DRAM to Adaptively Increase Memory Capacity.
CoRR
Yixin Luo, Saugata Ghose, Tianshi Li, Sriram Govindan, Bikash Sharma, Bryan Kelly, Amirali Boroumand, Onur Mutlu
2016 C conf
Accelerating pointer chasing in 3D-stacked memory: Challenges, mechanisms, evaluation.
ICCD
Kevin Hsieh, Samira Manabi Khan, Nandita Vijaykumar, Kevin K. Chang, Amirali Boroumand, Saugata Ghose, Onur Mutlu
2016 J jnl
Buddy-RAM: Improving the Performance and Efficiency of Bulk Bitwise Operations Using DRAM.
CoRR
Vivek Seshadri, Donghyuk Lee, Thomas Mullins, Hasan Hassan, Amirali Boroumand, Jeremie S. Kim, Michael A. Kozuch, Onur Mutlu, Phillip B. Gibbons, Todd C. Mowry
2015 J jnl
Fast Bulk Bitwise AND and OR in DRAM.
IEEE Comput. Archit. Lett.
Vivek Seshadri, Kevin Hsieh, Amirali Boroumand, Donghyuk Lee, Michael A. Kozuch, Onur Mutlu, Phillip B. Gibbons, Todd C. Mowry
2015 A* conf
Gather-scatter DRAM: in-DRAM address translation to improve the spatial locality of non-unit strided accesses.
MICRO
Vivek Seshadri, Thomas Mullins, Amirali Boroumand, Onur Mutlu, Phillip B. Gibbons, Michael A. Kozuch, Todd C. Mowry
2015 J jnl
Yield-driven design-time task scheduling techniques for multi-processor system on chips under process variation: a comparative study.
IET Comput. Digit. Tech.
Mahmoud Momtazpour, Omid Assare, Negar Rahmati, Amirali Boroumand, Saeid Barati, Maziar Goudarzi
2014 J jnl
A generic FPGA prototype for on-chip systems with network-on-chip communication infrastructure.
Comput. Electr. Eng.
Mohammad Arjomand, Amirali Boroumand, Hamid Sarbazi-Azad