Omer Subasi

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 26

Top Topics

Machine Learning

Error Detection

Top Venues

Publications

Omer Subasi, Siddartha Sharma, Bedri Karaismailoglu, Andrew Hresko, Gregory Waryasz, Soheil Ashkani-Esfahani, Lorena Bejarano-Pineda
In silico comparative biomechanical analysis of oblique and chevron medial displacement calcaneal osteotomies for pes planus deformity. Comput. Biol. Medicine 169 (2024)
Omer Subasi, Sayan Ghosh, Joseph B. Manzano, Bruce Palmer, Andrés Márquez
Analysis and Benchmarking of feature reduction for classification under computational constraints. Mach. Learn. Sci. Technol. 5 (2) (2024)
Oceane Bel, Burcu Ozcelik Mutlu, Joseph B. Manzano, Cimone Wright-Hamor, Omer Subasi, Kevin J. Barker
Cookie-Jar: An Adaptive Re-configurable Framework for Wireless Network Infrastructures. CF (2024)
Omer Subasi, Johnathan Cree, Joseph B. Manzano, Elena Peterson
A Critical Assessment of Interpretable and Explainable Machine Learning for Intrusion Detection. CoRR (2024)
Omer Subasi, Joseph B. Manzano, Kevin Barker
Denial of Service Attack Detection via Differential Analysis of Generalized Entropy Progressions. CSR (2023)
Omer Subasi, Oceane Bel, Joseph B. Manzano, Kevin Barker
The Landscape of Modern Machine Learning: A Review of Machine, Distributed and Federated Learning. CoRR (2023)
Omer Subasi, Bedri Karaismailoglu, Soheil Ashkani-Esfahani, Ismail Lazoglu
Investigation of lattice infill parameters for additively manufactured bone fracture plates to reduce stress shielding. Comput. Biol. Medicine 161 (2023)
Omer Subasi
Toward Automated Quantum Variational Machine Learning. CoRR (2023)
Omer Subasi, Joseph B. Manzano, Kevin J. Barker
Denial-of-Service Attack Detection via Differential Analysis of Generalized Entropy Progressions. CoRR (2021)
Omer Subasi, Samrat Chatterjee
Efficient sampling of complex interdependent and multiplex networks. J. Complex Networks 9 (5) (2021)
Ang Li, Omer Subasi, Xiu Yang, Sriram Krishnamoorthy
Density matrix quantum circuit simulation via the BSP machine on modern GPU clusters. SC (2020)
Omer Subasi, Ramakrishna Tipireddy, Sriram Krishnamoorthy
Quantification, Trade-off Analysis, and Optimal Checkpoint Placement for Reliability and Availability. HiPC (2018)
Omer Subasi, Chun-Kai Chang, Mattan Erez, Sriram Krishnamoorthy
Characterizing the Impact of Soft Errors Affecting Floating-point ALUs using RTL-Ievel Fault Injection. ICPP (2018)
Omer Subasi, Sriram Krishnamoorthy
On the theory of speculative checkpointing: time and energy considerations. CF (2018)
Gokcen Kestor, Burcu Ozcelik Mutlu, Joseph B. Manzano, Omer Subasi, Osman S. Unsal, Sriram Krishnamoorthy
Comparative analysis of soft-error detection strategies: a case study with iterative methods. CF (2018)
Omer Subasi, Tatiana V. Martsinkevich, Ferad Zyulkyarov, Osman S. Unsal, Jesús Labarta, Franck Cappello
Unified fault-tolerance framework for hybrid task-parallel message-passing applications. Int. J. High Perform. Comput. Appl. 32 (5) (2018)
Omer Subasi, Sheng Di, Leonardo Bautista-Gomez, Prasanna Balaprakash, Osman S. Unsal, Jesús Labarta, Adrián Cristal, Sriram Krishnamoorthy, Franck Cappello
Exploring the capabilities of support vector machines in detecting silent data corruptions. Sustain. Comput. Informatics Syst. 19 (2018)
Omer Subasi, Osman S. Unsal, Sriram Krishnamoorthy
Automatic Risk-based Selective Redundancy for Fault-tolerant Task-parallel HPC Applications. ESPM2@SC (2017)
Omer Subasi, Gulay Yalcin, Ferad Zyulkyarov, Osman S. Unsal, Jesús Labarta
Designing and Modelling Selective Replication for Fault-tolerant HPC Applications. CCGrid (2017)
Omer Subasi, Gokcen Kestor, Sriram Krishnamoorthy
Toward a General Theory of Optimal Checkpoint Placement. CLUSTER (2017)
Omer Subasi, Sriram Krishnamoorthy
A Gaussian Process Approach for Effective Soft Error Detection. CLUSTER (2017)
Omer Subasi, Sheng Di, Prasanna Balaprakash, Osman S. Unsal, Jesús Labarta, Adrián Cristal, Sriram Krishnamoorthy, Franck Cappello
MACORD: Online Adaptive Machine Learning Framework for Silent Error Detection. CLUSTER (2017)
Ajay Panyala, Omer Subasi, Mahantesh Halappanavar, Ananth Kalyanaraman, Daniel G. Chavarría-Miranda, Sriram Krishnamoorthy
Approximate Computing Techniques for Iterative Graph Algorithms. HiPC (2017)
Omer Subasi, Osman S. Ünsal, Jesús Labarta, Gulay Yalcin, Adrián Cristal
CRC-Based Memory Reliability for Task-Parallel HPC Applications. IPDPS (2016)
Omer Subasi, Sheng Di, Leonardo Bautista-Gomez, Prasanna Balaprakash, Osman S. Ünsal, Jesús Labarta, Adrián Cristal, Franck Cappello
Spatial Support Vector Regression to Detect Silent Errors in the Exascale Era. CCGrid (2016)
Omer Subasi, Gulay Yalcin, Ferad Zyulkyarov, Osman S. Unsal, Jesús Labarta
A Runtime Heuristic to Selectively Replicate Tasks for Application-Specific Reliability Targets. CLUSTER (2016)
Omer Subasi, Javier Arias Moreno, Osman S. Unsal, Jesús Labarta, Adrián Cristal
Programmer-directed partial redundancy for resilient HPC. Conf. Computing Frontiers (2015)
Tatiana V. Martsinkevich, Omer Subasi, Osman S. Unsal, Franck Cappello, Jesús Labarta
Fault-Tolerant Protocol for Hybrid Task-Parallel Message-Passing Applications. CLUSTER (2015)
Omer Subasi, Ferad Zyulkyarov, Osman S. Unsal, Jesús Labarta
Marriage Between Coordinated and Uncoordinated Checkpointing for the Exascale Era. HPCC/CSS/ICESS (2015)
Tayfun Elmas, Shaz Qadeer, Ali Sezgin, Omer Subasi, Serdar Tasiran
Simplifying Linearizability Proofs with Reduction and Abstraction. TACAS (2010)