Publications

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)
[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)
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]