Mario Drumond

According to our database, Mario Drumond authored at least 16 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Scale-out Systolic Arrays.

Ahmet Caner Yüzügüler, Canberk Sönmez, Mario Drumond, Yunho Oh, Babak Falsafi, Pascal Frossard

ACM Trans. Archit. Code Optim., June, 2023

2021

Efficient Nearest-Neighbor Data Sharing in GPUs.

Negin Nematollahi, Mohammad Sadrosadati, Hajar Falahati, Marzieh Barkhordar, Mario Paulo Drumond, Hamid Sarbazi-Azad, Babak Falsafi

ACM Trans. Archit. Code Optim., 2021

Equinox: Training (for Free) on a Custom Inference Accelerator.

Mario Drumond, Louis Coulon, Arash Pourhabibi Zarandi, Ahmet Caner Yüzügüler, Babak Falsafi, Martin Jaggi

Proceedings of the MICRO '21: 54th Annual IEEE/ACM International Symposium on Microarchitecture, 2021

2020

ColTraIn: Co-located DNN training and inference.

Mario Drumond

PhD thesis, 2020

Enabling High-Capacity, Latency-Tolerant, and Highly-Concurrent GPU Register Files via Software/Hardware Cooperation.

Mohammad Sadrosadati, Amirhossein Mirhosseini, Ali Hajiabadi, Seyed Borna Ehsani, Hajar Falahati, Hamid Sarbazi-Azad, Mario Drumond, Babak Falsafi, Rachata Ausavarungnirun, Onur Mutlu

CoRR, 2020

Optimus Prime: Accelerating Data Transformation in Servers.

Arash Pourhabibi Zarandi, Siddharth Gupta, Hussein Kassir, Mark Sutherland, Zilu Tian, Mario Paulo Drumond, Babak Falsafi, Christoph Koch

Proceedings of the ASPLOS '20: Architectural Support for Programming Languages and Operating Systems, 2020

2019

Highly Concurrent Latency-tolerant Register Files for GPUs.

Mohammad Sadrosadati, Amirhossein Mirhosseini, Ali Hajiabadi, Seyed Borna Ehsani, Hajar Falahati, Hamid Sarbazi-Azad, Mario Drumond, Babak Falsafi, Rachata Ausavarungnirun, Onur Mutlu

ACM Trans. Comput. Syst., 2019

Analog Neural Networks With Deep-Submicrometer Nonlinear Synapses.

Ahmet Caner Yuzuguler, Firat Celik, Mario Drumond, Babak Falsafi, Pascal Frossard

IEEE Micro, 2019

2018

Algorithm/Architecture Co-Design for Near-Memory Processing.

Mario Drumond, Alexandros Daglis, Nooshin Sadat Mirzadeh, Dmitrii Ustiugov, Javier Picorel, Babak Falsafi, Boris Grot, Dionisios N. Pnevmatikatos

ACM SIGOPS Oper. Syst. Rev., 2018

End-to-End DNN Training with Block Floating Point Arithmetic.

Mario Drumond, Tao Lin, Martin Jaggi, Babak Falsafi

CoRR, 2018

Training DNNs with Hybrid Block Floating Point.

Mario Drumond, Tao Lin, Martin Jaggi, Babak Falsafi

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

LTRF: Enabling High-Capacity Register Files for GPUs via Hardware/Software Cooperative Register Prefetching.

Mohammad Sadrosadati, Amirhossein Mirhosseini, Seyed Borna Ehsani, Hamid Sarbazi-Azad, Mario Drumond, Babak Falsafi, Rachata Ausavarungnirun, Onur Mutlu

Proceedings of the Twenty-Third International Conference on Architectural Support for Programming Languages and Operating Systems, 2018

2017

The Mondrian Data Engine.

Mario Drumond, Alexandros Daglis, Nooshin Sadat Mirzadeh, Dmitrii Ustiugov, Javier Picorel, Babak Falsafi, Boris Grot, Dionisios N. Pnevmatikatos

Proceedings of the 44th Annual International Symposium on Computer Architecture, 2017

2015

Enabling GPGPU Low-Level Hardware Explorations with MIAOW: An Open-Source RTL Implementation of a GPGPU.

Raghuraman Balasubramanian, Vinay Gangadhar, Ziliang Guo, Chen-Han Ho, Cherin Joseph, Jaikrishnan Menon, Mario Paulo Drumond, Robin Paul, Sharath Prasad, Pradip Valathol, Karthikeyan Sankaralingam

ACM Trans. Archit. Code Optim., 2015

MIAOW: An open source GPGPU.

Vinay Gangadhar, Raghuraman Balasubramanian, Mario Drumond, Ziliang Guo, Jai Menon, Cherin Joseph, Robin Prakash, Sharath Prasad, Pradip Vallathol, Karu Sankaralingam

Proceedings of the 2015 IEEE Hot Chips 27 Symposium (HCS), 2015

MIAOW - An open source RTL implementation of a GPGPU.

Raghuraman Balasubramanian, Vinay Gangadhar, Ziliang Guo, Chen-Han Ho, Cherin Joseph, Jaikrishnan Menon, Mario Paulo Drumond, Robin Paul, Sharath Prasad, Pradip Valathol, Karthikeyan Sankaralingam

Proceedings of the 2015 IEEE Symposium in Low-Power and High-Speed Chips, 2015