Publications

2019

Architecture, Chip, and Package Co-design Flow for 2.5D Integration of Reusable IP Chiplets
Jinwoo Kim, Gauthaman Murali, Heechun Park, Eric Qin, Hyoukjun Kwon, Venkata Chaitanya Krishna, Nihar Dasari, Arvind Singh, Minah Lee, Hakki Torun, Kallol Roy, Madhavan Swaminathan, Saibal Mukhopadhyay, Tushar Krishna, and Sung Kyu Lim
In Proc. of the 56th Annual Design Automation Conference (DAC)
Jun. 2019 (To appear in the conference)

mRNA: Enabling Efficient Mapping Space Exploration on a Reconfigurable Neural Accelerator
Zhongyuan Zhao, Hyoukjun Kwon, Sachit Kuhar, Weiguang Sheng , Zhigang Mao, and Tushar Krishna
In Proc. of the IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS)
Mar. 2019
Acceptance Rate: 29.5% (26/88)

2018

A Communication-driven Approach for Designing Flexible DNN Accelerators
Hyoukjun Kwon, Ananda Samajdar, and Tushar Krishna
IEEE Micro Special Issue on Hardware Acceleration (IEEE Micro)
Nov./Dec. 2018
[Paper]

Architecting a Secure Wireless Network-on-Chip
Brian Lebiednik, Sergi Abadal, Hyoukjun Kwon and Tushar Krishna
In Proc. of the ACM International Symposium on Network-on-Chip (NOCS), (special session paper)
Oct. 2018
[Paper]

An Analytic Model for Cost-Benefit Analysis of Dataflows in DNN Accelerators
Hyoukjun Kwon, Michael Pellauer, and Tushar Krishna
Arxiv Preprint
May. 2018 (v1), Sep. 2018 (v2), Feb. 2019 (v3)
[Paper]

MAERI: Enabling Flexible Dataflow Mapping over DNN Accelerators via Reconfigurable Interconnects
Hyoukjun Kwon, Ananda Samajdar, and Tushar Krishna
In Proc. of the 23rd ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS)
Honorable Mention in IEEE MICRO Top Picks 2019

Mar. 2018
Acceptance Rate: 17.5% (56/319)
[Paper]

MAERI: Enabling Flexible Dataflow Mapping over DNN Accelerators via Reconfigurable Interconnects
Hyoukjun Kwon, Ananda Samajdar, and Tushar Krishna
In Inaugural SysML Conference (SysML)
Feb. 2018
[Paper]

Spoofing Prevention via RF Power Profiling in Wireless Network-on-Chip
Brian Lebiednik, Sergi Abadal, Hyoukjun Kwon, and Tushar Krishna
In Proc. of the 3rd International Workshop on Advanced Interconnect Solutions and Technologies for Emerging Computing Systems (AISTECS)
Jan. 2018
[Paper]

2017

Rethinking NoCs for Spatial Neural Network Accelerators
Hyoukjun Kwon, Ananda Samajdar, and Tushar Krishna
In Proc. of the ACM International Symposium on Network-on-Chip (NOCS)
Oct. 2017
[Paper]

Adaptive Manycore Architectures for Big Data Computing
Janardhan Rao Doppa, Ryan Gary Kim, Mihailo Isakov, Michel A. Kinsy, Hyoukjun Kwon, and Tushar Krishna
In Proc. of the ACM International Symposium on Network-on-Chip (NOCS), (special session paper)
Oct. 2017
[Paper]

Proving Flow Security of Sequential Logic via Automatically-Synthesized Relational Invariants
Hyoukjun Kwon, William Harris, and Hadi Esmaeilzadeh
In Proc. of the IEEE Computer Security Foundations Symposium (CSF)
Aug. 2017
Acceptance Rate: 34% (32/94)
[Paper]

OpenSMART: Single-Cycle Multi-hop NoC Generator in BSV and Chisel
Hyoukjun Kwon and Tushar Krishna
In Proc. of the IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS)
Apr. 2017
Acceptance Rate: 29% (24/81)
[Paper]