Publications

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2017

A Machine Learning Approach for Performance Prediction and Scheduling on Heterogeneous CPUs

2017 29th International Symposium on Computer Architecture and High-Performance Computing (SBAC-PAD)

D. Nemirovsky, T. Arkose, N. Markovic, M. Nemirovsky, O. Ünsal, and A. Cristal
A Deep Learning Mapper (DLM) for Scheduling on Heterogeneous Systems

Communications in Computer and Information ScienceHigh Performance Computing

D. Nemirovsky, T. Arkose, N. Markovic, M. Nemirovsky, O. Ünsal, A. Cristal, and M. Valero
Automatic Risk-based Selective Redundancy for Fault-tolerant Task-parallel HPC Applications

Proceedings of the Third International Workshop on Extreme Scale Programming Models and Middleware - ESPM2'17

O. Subasi, O. Ünsal, and S. Krishnamoorthy
MACORD: Online Adaptive Machine Learning Framework for Silent Error Detection

2017 IEEE International Conference on Cluster Computing (CLUSTER

O. Subasi, S. Di, P. Balaprakash, O. Ünsal, J. Labarta, A. Cristal, S. Krishnamoorthy, and F. Cappello
Designing and Modelling Selective Replication for Fault-Tolerant HPC Applications

2017 17th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGRID)

O. Subasi, G. Yalcin, F. Zyulkyarov, O. Ünsal, and J. Labarta
An Integrated Vector-Scalar Design on an In-Order ARM Core

ACM Transactions on Architecture and Code Optimization

M. Stanic, O. Palomar, T. Hayes, I. Ratković, A. Cristal, O. Ünsal, and M. Valero
Unprotected Computing: A Large-Scale Study of DRAM Raw Error Rate on a Supercomputer

SC16: International Conference for High Performance Computing, Networking, Storage and AnalysisSC16: International Conference for High Performance Computing, Networking, Storage and Analysis

L. Bautista-Gomez, F. Zyulkyarov, O. Ünsal, and S. McIntosh-Smith
An Energy-Efficient Design Paradigm for a Memory Cell Based on Novel Nanoelectromechanical Switches

ICT - Energy Concepts for Energy Efficiency and Sustainability

A. Seyedi, V. Karakostas, S. Cosemans, A. Cristal, M. Nemirovsky, and O. Ünsal
Implications of non-volatile memory as primary storage for database management systems

2016 International Conference on Embedded Computer Systems: Architectures, Modeling and Simulation (SAMOS)2016 International Conference on Embedded Computer Systems: Architectures, Modeling and Simulation (SAMOS)

N. UlMustafa, A. Armejach, O. Ozturk, A. Cristal, and O. S. Unsal
An Integrated Vector-Scalar Design on an In-Order ARM Core

ACM Transactions on Architecture and Code Optimization

M. Stanic, O. Palomar, T. Hayes, I. Ratković, A. Cristal, O. Ünsal, and M. Valero

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