Ivan Fernandez

According to our database, Ivan Fernandez authored at least 24 papers between 2014 and 2024.

Collaborative distances:

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

2024

Accelerating Graph Neural Networks on Real Processing-In-Memory Systems.

Christina Giannoula, Peiming Yang, Ivan Fernandez Vega, Jiacheng Yang, Yu Xin Li, Juan Gómez-Luna, Mohammad Sadrosadati, Onur Mutlu, Gennady Pekhimenko

CoRR, 2024

MATSA: An MRAM-Based Energy-Efficient Accelerator for Time Series Analysis.

Ivan Fernandez, Christina Giannoula, Aditya Manglik, Ricardo Quislant, Nika Mansouri-Ghiasi, Juan Gómez-Luna, Eladio Gutiérrez, Oscar G. Plata, Onur Mutlu

IEEE Access, 2024

2023

Time series analysis acceleration with advanced vectorization extensions.

Ricardo Quislant, Ivan Fernandez, Eladio Gutiérrez, Oscar G. Plata

J. Supercomput., June, 2023

ALP: Alleviating CPU-Memory Data Movement Overheads in Memory-Centric Systems.

Nika Mansouri-Ghiasi, Nandita Vijaykumar, Geraldo F. Oliveira, Lois Orosa, Ivan Fernandez, Mohammad Sadrosadati, Konstantinos Kanellopoulos, Nastaran Hajinazar, Juan Gómez-Luna, Onur Mutlu

IEEE Trans. Emerg. Top. Comput., 2023

SpChar: Characterizing the Sparse Puzzle via Decision Trees.

Francesco Sgherzi, Marco Siracusa, Ivan Fernandez, Adrià Armejach, Miquel Moretó

CoRR, 2023

2022

SparseP: Towards Efficient Sparse Matrix Vector Multiplication on Real Processing-In-Memory Architectures.

Christina Giannoula, Ivan Fernandez, Juan Gómez-Luna, Nectarios Koziris, Georgios I. Goumas, Onur Mutlu

Proc. ACM Meas. Anal. Comput. Syst., 2022

TraTSA: A Transprecision Framework for Efficient Time Series Analysis.

Ivan Fernandez, Ricardo Quislant, Sonia Gonzalez-Navarro, Eladio Gutiérrez, Oscar G. Plata

J. Comput. Sci., 2022

Accelerating Time Series Analysis via Processing using Non-Volatile Memories.

Ivan Fernandez, Aditya Manglik, Christina Giannoula, Ricardo Quislant, Nika Mansouri-Ghiasi, Juan Gómez-Luna, Eladio Gutiérrez, Oscar G. Plata, Onur Mutlu

CoRR, 2022

Towards Efficient Sparse Matrix Vector Multiplication on Real Processing-In-Memory Systems.

Christina Giannoula, Ivan Fernandez, Juan Gómez-Luna, Nectarios Koziris, Georgios I. Goumas, Onur Mutlu

CoRR, 2022

SparseP: Towards Efficient Sparse Matrix Vector Multiplication on Real Processing-In-Memory Systems.

Christina Giannoula, Ivan Fernandez, Juan Gómez-Luna, Nectarios Koziris, Georgios I. Goumas, Onur Mutlu

CoRR, 2022

Benchmarking a New Paradigm: Experimental Analysis and Characterization of a Real Processing-in-Memory System.

Juan Gómez-Luna, Izzat El Hajj, Ivan Fernandez, Christina Giannoula, Geraldo F. Oliveira, Onur Mutlu

IEEE Access, 2022

Towards Efficient Sparse Matrix Vector Multiplication on Real Processing-In-Memory Architectures.

Christina Giannoula, Ivan Fernandez, Juan Gómez-Luna, Nectarios Koziris, Georgios I. Goumas, Onur Mutlu

Proceedings of the SIGMETRICS/PERFORMANCE '22: ACM SIGMETRICS/IFIP PERFORMANCE Joint International Conference on Measurement and Modeling of Computer Systems, Mumbai, India, June 6, 2022

Exploiting Vector Extennsions to Accelerate Time Series Analysis.

Ricardo Quislant, Ivan Fernandez, Eduardo Serralvo, Eladio Gutiérrez, Oscar G. Plata

Proceedings of the 30th Euromicro International Conference on Parallel, 2022

SparseP: Efficient Sparse Matrix Vector Multiplication on Real Processing-In-Memory Architectures.

Christina Giannoula, Ivan Fernandez, Juan Gómez-Luna, Nectarios Koziris, Georgios I. Goumas, Onur Mutlu

Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2022

Exploiting Near-Data Processing to Accelerate Time Series Analysis.

Ivan Fernandez, Ricardo Quislant, Christina Giannoula, Mohammed Alser, Juan Gómez-Luna, Eladio Gutiérrez, Oscar G. Plata, Onur Mutlu

Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2022

2021

Enabling fast and energy-efficient FM-index exact matching using processing-near-memory.

Jose Manuel Herruzo, Ivan Fernandez, Sonia González-Navarro, Oscar G. Plata

J. Supercomput., 2021

Benchmarking a New Paradigm: An Experimental Analysis of a Real Processing-in-Memory Architecture.

Juan Gómez-Luna, Izzat El Hajj, Ivan Fernandez, Christina Giannoula, Geraldo F. Oliveira, Onur Mutlu

CoRR, 2021

DAMOV: A New Methodology and Benchmark Suite for Evaluating Data Movement Bottlenecks.

Geraldo F. Oliveira, Juan Gómez-Luna, Lois Orosa, Saugata Ghose, Nandita Vijaykumar, Ivan Fernandez, Mohammad Sadrosadati, Onur Mutlu

IEEE Access, 2021

SynCron: Efficient Synchronization Support for Near-Data-Processing Architectures.

Christina Giannoula, Nandita Vijaykumar, Nikela Papadopoulou, Vasileios Karakostas, Ivan Fernandez, Juan Gómez-Luna, Lois Orosa, Nectarios Koziris, Georgios I. Goumas, Onur Mutlu

Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2021

Benchmarking Memory-Centric Computing Systems: Analysis of Real Processing-In-Memory Hardware.

Juan Gómez-Luna, Izzat El Hajj, Ivan Fernandez, Christina Giannoula, Geraldo F. Oliveira, Onur Mutlu

Proceedings of the 12th International Green and Sustainable Computing Workshops, 2021

2020

Energy-Efficient Time Series Analysis Using Transprecision Computing.

Ivan Fernandez, Ricardo Quislant, Eladio Gutiérrez, Oscar G. Plata

Proceedings of the 32nd IEEE International Symposium on Computer Architecture and High Performance Computing, 2020

NATSA: A Near-Data Processing Accelerator for Time Series Analysis.

Ivan Fernandez, Ricardo Quislant, Eladio Gutiérrez, Oscar G. Plata, Christina Giannoula, Mohammed Alser, Juan Gómez-Luna, Onur Mutlu

Proceedings of the 38th IEEE International Conference on Computer Design, 2020

2019

Accelerating time series motif discovery in the Intel Xeon Phi KNL processor.

Ivan Fernandez, Alejandro Villegas, Eladio Gutiérrez, Oscar G. Plata

J. Supercomput., 2019

2014

Optimized spectrally efficient transceiver for 400-Gb/s single carrier transport.

Rafael Rios-Müller, Jeremie Renaudier, Patrick Brindel, Christian Simonneau, Patrice Tran, Amirhossein Ghazisaeidi, Ivan Fernandez, Laurent Schmalen, Gabriel Charlet

Proceedings of the European Conference on Optical Communication, 2014