Mihailo Isakov

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 35

Top Topics

Machine Learning

Avoid Overfitting

Top Venues

Publications

Mihailo Isakov, Mikaela Currier, Eliakin Del Rosario, Sandeep Madireddy, Prasanna Balaprakash, Philip H. Carns, Robert B. Ross, Glenn K. Lockwood, Michel A. Kinsy
A Taxonomy of Error Sources in HPC I/O Machine Learning Models. SC (2022)
Mihailo Isakov, Michel A. Kinsy
NeuroFabric: Hardware and ML Model Co-Design for A Priori Sparse Neural Network Training. ICCD (2022)
Mihailo Isakov, Mikaela Currier, Eliakin Del Rosario, Sandeep Madireddy, Prasanna Balaprakash, Philip H. Carns, Robert B. Ross, Glenn K. Lockwood, Michel A. Kinsy
A Taxonomy of Error Sources in HPC I/O Machine Learning Models. CoRR (2022)
Alan Ehret, Jacob Abraham, Mihailo Isakov, Michel A. Kinsy
Zeno: A Scalable Capability-Based Secure Architecture. CoRR (2022)
Ghada Dessouky, Mihailo Isakov, Michel A. Kinsy, Pouya Mahmoody, Miguel Mark, Ahmad-Reza Sadeghi, Emmanuel Stapf, Shaza Zeitouni
Distributed Memory Guard: Enabling Secure Enclave Computing in NoC-based Architectures. DAC (2021)
Mihailo Isakov, Michel A. Kinsy
NeuroFabric: Identifying Ideal Topologies for Training A Priori Sparse Networks. CoRR (2020)
Ebadollah Taheri, Mihailo Isakov, Ahmad Patooghy, Michel A. Kinsy
Addressing a New Class of Reliability Threats in 3-D Network-on-Chips. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (7) (2020)
Mihailo Isakov, Eliakin Del Rosario, Sandeep Madireddy, Prasanna Balaprakash, Philip H. Carns, Robert B. Ross, Michel A. Kinsy
HPC I/O throughput bottleneck analysis with explainable local models. SC (2020)
Eliakin Del Rosario, Mikaela Currier, Mihailo Isakov, Sandeep Madireddy, Prasanna Balaprakash, Philip H. Carns, Robert B. Ross, Kevin Harms, Shane Snyder, Michel A. Kinsy
Gauge: An Interactive Data-Driven Visualization Tool for HPC Application I/O Performance Analysis. PDSW@SC (2020)
Mihailo Isakov, Eliakin Del Rosario, Sandeep Madireddy, Prasanna Balaprakash, Philip H. Carns, Robert B. Ross, Michel A. Kinsy
Toward Generalizable Models of I/O Throughput. ROSS@SC (2020)
Vijay Gadepally, Mihailo Isakov, Rashmi S. Agrawal, Jeremy Kepner, Karen Gettings, Michel A. Kinsy
Homomorphic Encryption Based Secure Sensor Data Processing. HPEC (2020)
Rashmi S. Agrawal, Sahan Bandara, Alan Ehret, Mihailo Isakov, Miguel Mark, Michel A. Kinsy
The BRISC-V Platform: A Practical Teaching Approach for Computer Architecture. WCAE@ISCA (2019)
Mihailo Isakov, Vijay Gadepally, Karen M. Gettings, Michel A. Kinsy
Survey of Attacks and Defenses on Edge-Deployed Neural Networks. CoRR (2019)
Lake Bu, Mihailo Isakov, Michel A. Kinsy
RASSS: a hijack-resistant confidential information management scheme for distributed systems. IET Comput. Digit. Tech. 13 (3) (2019)
Mihailo Isakov, Vijay Gadepally, Karen M. Gettings, Michel A. Kinsy
Survey of Attacks and Defenses on Edge-Deployed Neural Networks. HPEC (2019)
Novak Boskov, Mihailo Isakov, Michel A. Kinsy
Drndalo: Lightweight Control Flow Obfuscation Through Minimal Processor/Compiler Co-Design. CoRR (2019)
Lake Bu, Mihailo Isakov, Michel A. Kinsy
A Secure and Robust Scheme for Sharing Confidential Information in IoT Systems. CoRR (2019)
Novak Boskov, Mihailo Isakov, Michel A. Kinsy
CodeTrolley: Hardware-Assisted Control Flow Obfuscation. CoRR (2019)
Lake Bu, Mihailo Isakov, Michel A. Kinsy
A secure and robust scheme for sharing confidential information in IoT systems. Ad Hoc Networks 92 (2019)
Mihailo Isakov, Michel A. Kinsy
BRISC-V Emulator: A Standalone, Installation-Free, Browser-Based Teaching Tool. CoRR (2018)
Michel A. Kinsy, Lake Bu, Mihailo Isakov, Miguel Mark
Designing Secure Heterogeneous Multicore Systems from Untrusted Components. Cryptogr. 2 (3) (2018)
Mihailo Isakov, Michel A. Kinsy
NoSync: Particle Swarm Inspired Distributed DNN Training. ICANN (2) (2018)
Alan Ehret, Mihailo Isakov, Michel A. Kinsy
Towards a Generalized Reconfigurable Agent-Based Architecture: Stock Market Simulation Acceleration. ReConFig (2018)
Mihailo Isakov, Michel A. Kinsy
ClosNets: a Priori Sparse Topologies for Faster DNN Training. CoRR (2018)
Mihailo Isakov, Alan Ehret, Michel A. Kinsy
ClosNets: Batchless DNN Training with On-Chip a Priori Sparse Neural Topologies. FPL (2018)
Mihailo Isakov, Lake Bu, Hai Cheng, Michel A. Kinsy
Preventing Neural Network Model Exfiltration in Machine Learning Hardware Accelerators. AsianHOST (2018)
Mihailo Isakov, Alan Ehret, Michel A. Kinsy
Chameleon: A Generalized Reconfigurable Open-Source Architecture for Deep Neural Network Training. HPEC (2018)
Michel A. Kinsy, Mihailo Isakov, Alan Ehret, Donato Kava
SAPA: Self-Aware Polymorphic Architecture. CoRR (2018)
Michel A. Kinsy, Shreeya Khadka, Mihailo Isakov
PreNoc: Neural Network based Predictive Routing for Network-on-Chip Architectures. ACM Great Lakes Symposium on VLSI (2017)
Hossein Hosseinzadeh, Mihailo Isakov, Mostafa Darabi, Ahmad Patooghy, Michel A. Kinsy
Janus: An uncertain cache architecture to cope with side channel attacks. MWSCAS (2017)
Pengju Ren, Michel A. Kinsy, Mengjiao Zhu, Shreeya Khadka, Mihailo Isakov, Aniruddh Ramrakhyani, Tushar Krishna, Nanning Zheng
FASHION: Fault-Aware Self-Healing Intelligent On-chip Network. CoRR (2017)
Michel A. Kinsy, Shreeya Khadka, Mihailo Isakov, Anam Farrukh
Hermes: Secure heterogeneous multicore architecture design. HOST (2017)
Janardhan Rao Doppa, Ryan Gary Kim, Mihailo Isakov, Michel A. Kinsy, Hyoukjun Kwon, Tushar Krishna
Adaptive Manycore Architectures for Big Data Computing. NOCS (2017)
Hossein Hosseinzadeh, Mihailo Isakov, Mostafa Darabi, Ahmad Patooghy, Michel A. Kinsy
Janus: An Uncertain Cache Architecture to Cope with Side Channel Attacks. CoRR (2017)
Ebadollah Taheri, Mihailo Isakov, Ahmad Patooghy, Michel A. Kinsy
Advertiser elevator: A fault tolerant routing algorithm for partially connected 3D Network-on-Chips. MWSCAS (2017)