Mihailo Isakov

According to our database, Mihailo Isakov authored at least 31 papers between 2017 and 2022.

Collaborative distances:

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

2022

Zeno: A Scalable Capability-Based Secure Architecture.

Alan Ehret, Jacob Abraham, Mihailo Isakov, Michel A. Kinsy

CoRR, 2022

A Taxonomy of Error Sources in HPC I/O Machine Learning Models.

Mihailo Isakov, Mikaela Currier, Eliakin Del Rosario, Sandeep Madireddy, Prasanna Balaprakash, Philip H. Carns, Robert B. Ross, Glenn K. Lockwood, Michel A. Kinsy

Proceedings of the SC22: International Conference for High Performance Computing, 2022

NeuroFabric: Hardware and ML Model Co-Design for A Priori Sparse Neural Network Training.

Mihailo Isakov, Michel A. Kinsy

Proceedings of the IEEE 40th International Conference on Computer Design, 2022

2021

Distributed Memory Guard: Enabling Secure Enclave Computing in NoC-based Architectures.

Ghada Dessouky, Mihailo Isakov, Michel A. Kinsy, Pouya Mahmoody, Miguel Mark, Ahmad-Reza Sadeghi, Emmanuel Stapf, Shaza Zeitouni

Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021

2020

Addressing a New Class of Reliability Threats in 3-D Network-on-Chips.

Ebadollah Taheri, Mihailo Isakov, Ahmad Patooghy, Michel A. Kinsy

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020

NeuroFabric: Identifying Ideal Topologies for Training A Priori Sparse Networks.

Mihailo Isakov, Michel A. Kinsy

CoRR, 2020

Gauge: An Interactive Data-Driven Visualization Tool for HPC Application I/O Performance Analysis.

Eliakin Del Rosario, Mikaela Currier, Mihailo Isakov, Sandeep Madireddy, Prasanna Balaprakash, Philip H. Carns, Robert B. Ross, Kevin Harms, Shane Snyder, Michel A. Kinsy

Proceedings of the Fifth IEEE/ACM International Parallel Data Systems Workshop, 2020

HPC I/O throughput bottleneck analysis with explainable local models.

Mihailo Isakov, Eliakin Del Rosario, Sandeep Madireddy, Prasanna Balaprakash, Philip H. Carns, Robert B. Ross, Michel A. Kinsy

Proceedings of the International Conference for High Performance Computing, 2020

Toward Generalizable Models of I/O Throughput.

Mihailo Isakov, Eliakin Del Rosario, Sandeep Madireddy, Prasanna Balaprakash, Philip H. Carns, Robert B. Ross, Michel A. Kinsy

Proceedings of the 2020 IEEE/ACM International Workshop on Runtime and Operating Systems for Supercomputers, 2020

Homomorphic Encryption Based Secure Sensor Data Processing.

Vijay Gadepally, Mihailo Isakov, Rashmi S. Agrawal, Jeremy Kepner, Karen Gettings, Michel A. Kinsy

Proceedings of the 2020 IEEE High Performance Extreme Computing Conference, 2020

2019

RASSS: a hijack-resistant confidential information management scheme for distributed systems.

Lake Bu, Mihailo Isakov, Michel A. Kinsy

IET Comput. Digit. Tech., 2019

Drndalo: Lightweight Control Flow Obfuscation Through Minimal Processor/Compiler Co-Design.

Novak Boskov, Mihailo Isakov, Michel A. Kinsy

CoRR, 2019

CodeTrolley: Hardware-Assisted Control Flow Obfuscation.

Novak Boskov, Mihailo Isakov, Michel A. Kinsy

CoRR, 2019

A secure and robust scheme for sharing confidential information in IoT systems.

Lake Bu, Mihailo Isakov, Michel A. Kinsy

Ad Hoc Networks, 2019

The BRISC-V Platform: A Practical Teaching Approach for Computer Architecture.

Rashmi S. Agrawal, Sahan Bandara, Alan Ehret, Mihailo Isakov, Miguel Mark, Michel A. Kinsy

Proceedings of the Workshop on Computer Architecture Education, 2019

Survey of Attacks and Defenses on Edge-Deployed Neural Networks.

Mihailo Isakov, Vijay Gadepally, Karen M. Gettings, Michel A. Kinsy

Proceedings of the 2019 IEEE High Performance Extreme Computing Conference, 2019

2018

Designing Secure Heterogeneous Multicore Systems from Untrusted Components.

Michel A. Kinsy, Lake Bu, Mihailo Isakov, Miguel Mark

Cryptogr., 2018

BRISC-V Emulator: A Standalone, Installation-Free, Browser-Based Teaching Tool.

Mihailo Isakov, Michel A. Kinsy

CoRR, 2018

SAPA: Self-Aware Polymorphic Architecture.

Michel A. Kinsy, Mihailo Isakov, Alan Ehret, Donato Kava

CoRR, 2018

ClosNets: a Priori Sparse Topologies for Faster DNN Training.

Mihailo Isakov, Michel A. Kinsy

CoRR, 2018

Towards a Generalized Reconfigurable Agent-Based Architecture: Stock Market Simulation Acceleration.

Alan Ehret, Mihailo Isakov, Michel A. Kinsy

Proceedings of the 2018 International Conference on ReConFigurable Computing and FPGAs, 2018

NoSync: Particle Swarm Inspired Distributed DNN Training.

Mihailo Isakov, Michel A. Kinsy

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

Chameleon: A Generalized Reconfigurable Open-Source Architecture for Deep Neural Network Training.

Mihailo Isakov, Alan Ehret, Michel A. Kinsy

Proceedings of the 2018 IEEE High Performance Extreme Computing Conference, 2018

ClosNets: Batchless DNN Training with On-Chip a Priori Sparse Neural Topologies.

Mihailo Isakov, Alan Ehret, Michel A. Kinsy

Proceedings of the 28th International Conference on Field Programmable Logic and Applications, 2018

Preventing Neural Network Model Exfiltration in Machine Learning Hardware Accelerators.

Mihailo Isakov, Lake Bu, Hai Cheng, Michel A. Kinsy

Proceedings of the Asian Hardware Oriented Security and Trust Symposium, 2018

2017

FASHION: Fault-Aware Self-Healing Intelligent On-chip Network.

Pengju Ren, Michel A. Kinsy, Mengjiao Zhu, Shreeya Khadka, Mihailo Isakov, Aniruddh Ramrakhyani, Tushar Krishna, Nanning Zheng

CoRR, 2017

Adaptive Manycore Architectures for Big Data Computing.

Janardhan Rao Doppa, Ryan Gary Kim, Mihailo Isakov, Michel A. Kinsy, Hyoukjun Kwon, Tushar Krishna

Proceedings of the Eleventh IEEE/ACM International Symposium on Networks-on-Chip, 2017

Advertiser elevator: A fault tolerant routing algorithm for partially connected 3D Network-on-Chips.

Ebadollah Taheri, Mihailo Isakov, Ahmad Patooghy, Michel A. Kinsy

Proceedings of the IEEE 60th International Midwest Symposium on Circuits and Systems, 2017

Janus: An uncertain cache architecture to cope with side channel attacks.

Hossein Hosseinzadeh, Mihailo Isakov, Mostafa Darabi, Ahmad Patooghy, Michel A. Kinsy

Proceedings of the IEEE 60th International Midwest Symposium on Circuits and Systems, 2017

Hermes: Secure heterogeneous multicore architecture design.

Michel A. Kinsy, Shreeya Khadka, Mihailo Isakov, Anam Farrukh

Proceedings of the 2017 IEEE International Symposium on Hardware Oriented Security and Trust, 2017

PreNoc: Neural Network based Predictive Routing for Network-on-Chip Architectures.

Michel A. Kinsy, Shreeya Khadka, Mihailo Isakov

Proceedings of the on Great Lakes Symposium on VLSI 2017, 2017