Ivan Fernandez

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 29

Top Topics

Motif Discovery

Data Processing

Memory Bandwidth

Top Venues

J. Supercomput.

Publications

Ivan Fernandez, Christina Giannoula, Aditya Manglik, Ricardo Quislant, Nika Mansouri-Ghiasi, Juan Gómez-Luna, Eladio Gutiérrez, Oscar G. Plata, Onur Mutlu
MATSA: An MRAM-Based Energy-Efficient Accelerator for Time Series Analysis. IEEE Access 12 (2024)
Lilia Zaourar, Mohamed Benazouz, Ayoub Mouhagir, Carlos Falquez, Antoni Portero, Nam Ho, Estela Suarez, Polydoros Petrakis, Manolis Marazakis, Francesco Sgherzi, Ivan Fernandez, Romain Dolbeau, Dirk Pleiter
Case Studies on the Impact and Challenges of Heterogeneous NUMA Architectures for HPC. ARCS (2024)
Nika Mansouri-Ghiasi, Nandita Vijaykumar, Geraldo F. Oliveira, Lois Orosa, Ivan Fernandez, Mohammad Sadrosadati, Konstantinos Kanellopoulos, Nastaran Hajinazar, Juan Gómez-Luna, Onur Mutlu
ALP: Alleviating CPU-Memory Data Movement Overheads in Memory-Centric Systems. IEEE Trans. Emerg. Top. Comput. 11 (2) (2023)
Ricardo Quislant, Ivan Fernandez, Eladio Gutiérrez, Oscar G. Plata
Time series analysis acceleration with advanced vectorization extensions. J. Supercomput. 79 (9) (2023)
Francesco Sgherzi, Marco Siracusa, Ivan Fernandez, Adrià Armejach, Miquel Moretó
SpChar: Characterizing the Sparse Puzzle via Decision Trees. CoRR (2023)
Juan Gómez-Luna, Izzat El Hajj, Ivan Fernandez, Christina Giannoula, Geraldo F. Oliveira, Onur Mutlu
Benchmarking a New Paradigm: Experimental Analysis and Characterization of a Real Processing-in-Memory System. IEEE Access 10 (2022)
Ivan Fernandez, Ricardo Quislant, Sonia Gonzalez-Navarro, Eladio Gutiérrez, Oscar G. Plata
TraTSA: A Transprecision Framework for Efficient Time Series Analysis. J. Comput. Sci. 63 (2022)
Ivan Fernandez, Ricardo Quislant, Christina Giannoula, Mohammed Alser, Juan Gómez-Luna, Eladio Gutiérrez, Oscar G. Plata, Onur Mutlu
Exploiting Near-Data Processing to Accelerate Time Series Analysis. ISVLSI (2022)
Christina Giannoula, Ivan Fernandez, Juan Gómez-Luna, Nectarios Koziris, Georgios I. Goumas, Onur Mutlu
SparseP: Towards Efficient Sparse Matrix Vector Multiplication on Real Processing-In-Memory Systems. CoRR (2022)
Ricardo Quislant, Ivan Fernandez, Eduardo Serralvo, Eladio Gutiérrez, Oscar G. Plata
Exploiting Vector Extennsions to Accelerate Time Series Analysis. PDP (2022)
Nika Mansouri-Ghiasi, Nandita Vijaykumar, Geraldo F. Oliveira, Lois Orosa, Ivan Fernandez, Mohammad Sadrosadati, Konstantinos Kanellopoulos, Nastaran Hajinazar, Juan Gómez-Luna, Onur Mutlu
ALP: Alleviating CPU-Memory Data Movement Overheads in Memory-Centric Systems. CoRR (2022)
Christina Giannoula, Ivan Fernandez, Juan Gómez-Luna, Nectarios Koziris, Georgios I. Goumas, Onur Mutlu
SparseP: Towards Efficient Sparse Matrix Vector Multiplication on Real Processing-In-Memory Architectures. Proc. ACM Meas. Anal. Comput. Syst. 6 (1) (2022)
Ivan Fernandez, Aditya Manglik, Christina Giannoula, Ricardo Quislant, Nika Mansouri-Ghiasi, Juan Gómez-Luna, Eladio Gutiérrez, Oscar G. Plata, Onur Mutlu
Accelerating Time Series Analysis via Processing using Non-Volatile Memories. CoRR (2022)
Christina Giannoula, Ivan Fernandez, Juan Gómez-Luna, Nectarios Koziris, Georgios I. Goumas, Onur Mutlu
SparseP: Efficient Sparse Matrix Vector Multiplication on Real Processing-In-Memory Architectures. ISVLSI (2022)
Christina Giannoula, Ivan Fernandez, Juan Gómez-Luna, Nectarios Koziris, Georgios I. Goumas, Onur Mutlu
Towards Efficient Sparse Matrix Vector Multiplication on Real Processing-In-Memory Systems. CoRR (2022)
Christina Giannoula, Ivan Fernandez, Juan Gómez-Luna, Nectarios Koziris, Georgios I. Goumas, Onur Mutlu
Towards Efficient Sparse Matrix Vector Multiplication on Real Processing-In-Memory Architectures. SIGMETRICS (Abstracts) (2022)
Ivan Fernandez, Ricardo Quislant, Christina Giannoula, Mohammed Alser, Juan Gómez-Luna, Eladio Gutiérrez, Oscar G. Plata, Onur Mutlu
Exploiting Near-Data Processing to Accelerate Time Series Analysis. CoRR (2022)
Christina Giannoula, Nandita Vijaykumar, Nikela Papadopoulou, Vasileios Karakostas, Ivan Fernandez, Juan Gómez-Luna, Lois Orosa, Nectarios Koziris, Georgios I. Goumas, Onur Mutlu
SynCron: Efficient Synchronization Support for Near-Data-Processing Architectures. CoRR (2021)
Geraldo F. Oliveira, Juan Gómez-Luna, Lois Orosa, Saugata Ghose, Nandita Vijaykumar, Ivan Fernandez, Mohammad Sadrosadati, Onur Mutlu
DAMOV: A New Methodology and Benchmark Suite for Evaluating Data Movement Bottlenecks. CoRR (2021)
Juan Gómez-Luna, Izzat El Hajj, Ivan Fernandez, Christina Giannoula, Geraldo F. Oliveira, Onur Mutlu
Benchmarking Memory-Centric Computing Systems: Analysis of Real Processing-in-Memory Hardware. CoRR (2021)
Jose Manuel Herruzo, Ivan Fernandez, Sonia González-Navarro, Oscar G. Plata
Enabling fast and energy-efficient FM-index exact matching using processing-near-memory. J. Supercomput. 77 (9) (2021)
Geraldo F. Oliveira, Juan Gómez-Luna, Lois Orosa, Saugata Ghose, Nandita Vijaykumar, Ivan Fernandez, Mohammad Sadrosadati, Onur Mutlu
DAMOV: A New Methodology and Benchmark Suite for Evaluating Data Movement Bottlenecks. IEEE Access 9 (2021)
Christina Giannoula, Nandita Vijaykumar, Nikela Papadopoulou, Vasileios Karakostas, Ivan Fernandez, Juan Gómez-Luna, Lois Orosa, Nectarios Koziris, Georgios I. Goumas, Onur Mutlu
SynCron: Efficient Synchronization Support for Near-Data-Processing Architectures. HPCA (2021)
Juan Gómez-Luna, Izzat El Hajj, Ivan Fernandez, Christina Giannoula, Geraldo F. Oliveira, Onur Mutlu
Benchmarking Memory-Centric Computing Systems: Analysis of Real Processing-In-Memory Hardware. IGSC (2021)
Juan Gómez-Luna, Izzat El Hajj, Ivan Fernandez, Christina Giannoula, Geraldo F. Oliveira, Onur Mutlu
Benchmarking a New Paradigm: An Experimental Analysis of a Real Processing-in-Memory Architecture. CoRR (2021)
Ivan Fernandez, Ricardo Quislant, Eladio Gutiérrez, Oscar G. Plata, Christina Giannoula, Mohammed Alser, Juan Gómez-Luna, Onur Mutlu
NATSA: A Near-Data Processing Accelerator for Time Series Analysis. ICCD (2020)
Ivan Fernandez, Ricardo Quislant, Christina Giannoula, Mohammed Alser, Juan Gómez-Luna, Eladio Gutiérrez, Oscar G. Plata, Onur Mutlu
NATSA: A Near-Data Processing Accelerator for Time Series Analysis. CoRR (2020)
Ivan Fernandez, Ricardo Quislant, Eladio Gutiérrez, Oscar G. Plata
Energy-Efficient Time Series Analysis Using Transprecision Computing. SBAC-PAD (2020)
Ivan Fernandez, Alejandro Villegas, Eladio Gutiérrez, Oscar G. Plata
Accelerating time series motif discovery in the Intel Xeon Phi KNL processor. J. Supercomput. 75 (11) (2019)
Rafael Rios-Müller, Jeremie Renaudier, Patrick Brindel, Christian Simonneau, Patrice Tran, Amirhossein Ghazisaeidi, Ivan Fernandez, Laurent Schmalen, Gabriel Charlet
Optimized spectrally efficient transceiver for 400-Gb/s single carrier transport. ECOC (2014)