Dr Jose Cano Reyes
- Senior Lecturer (Computing Science)
telephone:
+44 (0)141 330 1640
email:
Jose.CanoReyes@glasgow.ac.uk
pronouns:
He/him/his
Room S154, School of Computing Science, Sir Alwyn Williams Building, 18 Lilybank Gardens, Glasgow G12 8RZ
Biography
I am a Senior Lecturer (Associate Professor) in the School of Computing Science where I lead the Glasgow Intelligent Computing Laboratory (gicLAB), and I am the deputy lead of the GLAsgow Systems Section (GLASS). I am also a visiting member of ICSA in the School of Informatics at The University of Edinburgh.
Currently, I'm Principal Investigator at University of Glasgow on the EU project dAIEDGE and Co-Investigator on the UKRI "Digital Security by Design" projects AppControl and Morello-HAT. I was Principal Investigator (November 2021 - August 2023) on the EPSRC PETRAS project MAISE (Multimodal AI-based Security at the Edge).
Previously, I was a Postdoctoral Research Associate (January 2014 - August 2018) with the CArD Group at the Institute for Computing Systems Architecture in the School of Informatics at The University of Edinburgh. I worked with Michael O'Boyle and Amos Storkey on the H2020 BONSEYES project, and with Vijay Nagarajan on the EPSRC AnyScale Applications project. I joined the ARCO Research Group in the Department of Computer Architecture at Universitat Politecnica de Catalunya - BarcelonaTech in March 2012, when I was a Postdoctoral Researcher until Dec 2013. I received the M.S. and Ph.D. degrees in Computer Science from Universitat Politecnica de Valencia in Sept 2004 and Feb 2012, respectively. I was a member with the Networking Research Group (Sept 2005 - Feb 2012) and also with the Parallel Architectures Group (Dec 2009 - Feb 2012) in the Department of Computing Engineering at Universitat Politecnica de Valencia. I'm a senior member of IEEE and ACM and a member of HiPEAC.
Personal website: http://www.dcs.gla.ac.uk/~josecr/
Research interests
My research interests are in the broad areas of: Computer Architecture, Computer Systems, Compilers, Machine Learning and Security.
My current research is focused on:
- Hardware/Software co-design approaches to efficiently deploy Deep Learning applications on mobile/embedded edge devices (e.g. IoT boards, phones, drones, mobile robots, satellites)
- Acceleration of Machine Learning training
- Design, optimisation and evaluation of Networks-on-Chip (NoCs) for emerging processors/accelerators
- Resilience of Artificial Intelligence and Machine Learning models on IoT-scale devices
- Digital Security by Design for Mission-Critical Systems-on-Chip
Publications
Selected publications
Agostini, Nicolas Bohm, Haris, Jude, Gibson, Perry ORCID: https://orcid.org/0000-0003-3370-0698, Jayaweera, Malith, Rubin, Norm, Tumeo, Antonio, Abellán, José L., Cano Reyes, Jose
ORCID: https://orcid.org/0000-0002-2243-389X and Kaeli, David
(2024)
AXI4MLIR: User-Driven Automatic Host Code Generation for Custom AXI-Based Accelerators.
In: International Symposium on Code Generation and Optimization (CGO) 2024, Edinburgh, United Kingdom, 02-06 Mar 2024,
pp. 143-157.
ISBN 9798350395099
(doi: 10.1109/CGO57630.2024.10444801)
Haris, Jude, Gibson, Perry, Cano, José ORCID: https://orcid.org/0000-0002-2243-389X, Bohm Agostini, Nicolas and Kaeli, David
(2023)
SECDA-TFLite: a toolkit for efficient development of FPGA-based DNN accelerators for edge inference.
Journal of Parallel and Distributed Computing, 173,
pp. 140-151.
(doi: 10.1016/j.jpdc.2022.11.005)
Gibson, Perry and Cano, Jose ORCID: https://orcid.org/0000-0002-2243-389X
(2022)
Transfer-Tuning: Reusing Auto-Schedules for Efficient Tensor Program Code Generation.
In: 31st International Conference on Parallel Architectures and Compilation Techniques (PACT2022), Chicago, USA, 10-12 October 2022,
(Accepted for Publication)
Stjerngren, Axel, Gibson, Perry ORCID: https://orcid.org/0000-0003-3370-0698 and Cano, Jose
ORCID: https://orcid.org/0000-0002-2243-389X
(2022)
Bifrost: End-to-End Evaluation and optimization of Reconfigurable DNN Accelerators.
In: 2022 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS), Singapore, 22-24 May 2022,
pp. 288-299.
ISBN 9781665459549
(doi: 10.1109/ISPASS55109.2022.00042)
Dong, Shi, Sun, Yifan, Bohm Agostini, Nicolas, Karimi, Elmira, Lowell, Daniel, Zhou, Jing, Cano, José ORCID: https://orcid.org/0000-0002-2243-389X, Abellán, José L. and Kaeli, David
(2021)
Spartan: a sparsity-adaptive framework to accelerate deep neural network training on GPUs.
IEEE Transactions on Parallel and Distributed Systems, 32(10),
pp. 2448-2463.
(doi: 10.1109/TPDS.2021.3067825)
Lofqvist, Martina and Cano, José ORCID: https://orcid.org/0000-0002-2243-389X
(2020)
Accelerating Deep Learning Applications in Space.
34th Annual Small Satellite Conference, Virtual Conference, 2020.
All publications
2025
Haris, Jude and Cano, Jose ORCID: https://orcid.org/0000-0002-2243-389X
(2025)
Accelerating Transposed Convolutions on FPGA-based Edge Devices.
35th International Conference on Field-Programmable Logic and Applications (FPL) 2025, Leiden, The Netherlands, 1-5 Sept 2025.
(Accepted for Publication)
Haris, Jude and Cano, Jose ORCID: https://orcid.org/0000-0002-2243-389X
(2025)
SECDA Design Suite: Efficient Hardware-Software Co-Design of DNN Accelerator.
4th Workshop on Open-Source Computer Architecture Research (OSCAR) at ISCA 2025, Tokyo, Japan, 21 June 2025.
(Accepted for Publication)
Haris, Jude and Cano, Jose ORCID: https://orcid.org/0000-0002-2243-389X
(2025)
F-BFQ: Flexible Block Floating-Point Quantization Accelerator for LLMs.
New Approaches for Addressing the Computing Requirements of LLMs and GNSs LG-ARC’2025 Workshop @ ISCA 2025, Tokyo, Japan, 22 June 2025.
(Accepted for Publication)
Louloudakis, Nikolaos, Gibson, Perry, Cano, Jose ORCID: https://orcid.org/0000-0002-2243-389X and Rajan, Ajitha
(2025)
Exploring Robustness of Image Recognition Models on Hardware Accelerators.
In: 2025 IEEE International Conference on Software Testing, Verification and Validation Workshops (ICSTW), Naples, Italy, 31 March 2025 - 04 April 2025,
pp. 368-374.
ISBN 9798331534677
(doi: 10.1109/ICSTW64639.2025.10962531)
Duato, José, Mestre, Jose I., Dolz, Manuel F., Quintana-Orti, Enrique S. and Cano, José ORCID: https://orcid.org/0000-0002-2243-389X
(2025)
Decoupling Structural and Quantitative Knowledge in ReLU-based Deep Neural Networks.
In: 5th Workshop on Machine Learning and Systems (EuroMLSys ’25), Rotterdam, Netherlands, 30 March- 3 April 2025,
pp. 39-45.
ISBN 9798400715389
(doi: 10.1145/3721146.3721950)
Ferguson, Aidan, Gibson, Perry ORCID: https://orcid.org/0000-0003-3370-0698, D'Agata, Lara, McLeod, Parker, Yaman, Ferhat, Das, Amitabh, Colbert, Ian and Cano, Jose
ORCID: https://orcid.org/0000-0002-2243-389X
(2025)
Exploiting Unstructured Sparsity in Fully Homomorphic Encrypted DNNs.
In: 5th Workshop on Machine Learning and Systems (EuroMLSys ’25), Rotterdam, Netherlands, 30 March- 3 April 2025,
pp. 39-45.
ISBN 9798400715389
(doi: 10.1145/3721146.3721948)
Hu, Wenhao, Henderson, Paul ORCID: https://orcid.org/0000-0002-5198-7445 and Cano, Jose
ORCID: https://orcid.org/0000-0002-2243-389X
(2025)
ICE-Pruning: an Iterative Cost-Efficient Pruning Pipeline for Deep Neural Networks.
In: International Joint Conference on Neural Networks (IJCNN 2025), Rome, Italy, 30 Jun - 05 Jul 2025,
(Accepted for Publication)
Louloudakis, Nikolaos, Gibson, Perry ORCID: https://orcid.org/0000-0003-3370-0698, Cano, Jose
ORCID: https://orcid.org/0000-0002-2243-389X and Rajan, Ajitha
(2025)
FetaFix: Automatic Fault Localization and Repair of Deep Learning Model Conversions.
In: International Conference on Evaluation and Assessment in Software Engineering (EASE) 2025, Istanbul, Turkey, 17-20 June 2025,
(Accepted for Publication)
Gibson, Perry, Cano, Jose ORCID: https://orcid.org/0000-0002-2243-389X, Crowley, Elliott, Storkey, Amos and O'Boyle, Michael
(2025)
DLAS: A conceptual model for across-stack Deep Learning Acceleration.
ACM Transactions on Architecture and Code Optimization, 22(1),
pp. 1-28.
(doi: 10.1145/3688609)
Sharma, Vinamra, Pau, Danilo Pietro and Cano, José ORCID: https://orcid.org/0000-0002-2243-389X
(2025)
Biases in Edge Language Models: Detection, Analysis, and Mitigation.
In: Edge AI Research Symposium, Austin, TX, USA, 25-27 Feb 2025,
2024
Hu, Wenhao, Henderson, Paul ORCID: https://orcid.org/0000-0002-5198-7445 and Cano, Jose
ORCID: https://orcid.org/0000-0002-2243-389X
(2024)
DQA: An Efficient Method for Deep Quantization of Deep Neural Network Activations.
In: NeurIPS 2024 Workshop Machine Learning with new Compute Paradigms, Vancouver, Canada, 14 December 2024,
Jamwal, Shivani, Cano, José ORCID: https://orcid.org/0000-0002-2243-389X, Lee, Gyu Myoung, Tran, Nguyen H. and Truong, Nguyen
ORCID: https://orcid.org/0000-0001-9359-524X
(2024)
A survey on Ethereum pseudonymity: Techniques, challenges, and future directions.
Journal of Network and Computer Applications, 232,
104019.
(doi: 10.1016/j.jnca.2024.104019)
Saha, Rappy ORCID: https://orcid.org/0000-0001-9581-0193, Haris, Jude and Cano, José
ORCID: https://orcid.org/0000-0002-2243-389X
(2024)
Accelerating PoT Quantization on Edge Devices.
In: 31st IEEE International Conference on Electronics, Circuits and Systems, Nancy, France, 18-20 Nov 2024,
(Accepted for Publication)
Sharma, Vinamra, Pau, Danilo and Cano, Jose ORCID: https://orcid.org/0000-0002-2243-389X
(2024)
Efficient Tiny Machine Learning for Human Activity Recognition on Low-Power Edge Devices.
In: 2024 IEEE 8th International Forum on Research and Technologies for Society and Industry (IEEE RTSI 2024), Lecco, Italy, 18-20 Sep 2024,
(Accepted for Publication)
Haris, Jude, Saha, Rappy ORCID: https://orcid.org/0000-0001-9581-0193, Hu, Wenhao and Cano, José
ORCID: https://orcid.org/0000-0002-2243-389X
(2024)
Designing Efficient LLM Accelerators for Edge Devices.
ARC-LG: New Approaches for Addressing the Computing Requirements of LLMs and GNNs, Buenos Aires, Argentina, 30 Jun 2024.
Haris, Jude, Agostini, Nicolas Bohm, Tumeo, Antonino, Kaeli, David and Cano, Jose ORCID: https://orcid.org/0000-0002-2243-389X
(2024)
Data Transfer Optimizations for Host-CPU and Accelerators in AXI4MLIR.
5th Compilers for Machine Learning Workshop (C4ML), at CGO 2024, Edinburgh, UK, 03 March 2024.
(doi: 10.48550/arXiv.2402.19184)
Agostini, Nicolas Bohm, Haris, Jude, Gibson, Perry ORCID: https://orcid.org/0000-0003-3370-0698, Jayaweera, Malith, Rubin, Norm, Tumeo, Antonio, Abellán, José L., Cano Reyes, Jose
ORCID: https://orcid.org/0000-0002-2243-389X and Kaeli, David
(2024)
AXI4MLIR: User-Driven Automatic Host Code Generation for Custom AXI-Based Accelerators.
In: International Symposium on Code Generation and Optimization (CGO) 2024, Edinburgh, United Kingdom, 02-06 Mar 2024,
pp. 143-157.
ISBN 9798350395099
(doi: 10.1109/CGO57630.2024.10444801)
2023
Louloudakis, Nikolaos, Gibson, Perry ORCID: https://orcid.org/0000-0003-3370-0698, Cano Reyes, Jose
ORCID: https://orcid.org/0000-0002-2243-389X and Rajan, Ajitha
(2023)
DeltaNN: Assessing the Impact of Computational Environment Parameters on the Performance of Image Recognition Models.
In: 39th IEEE International Conference on Software Maintenance and Evolution (ICSME 2023), Bogota, Columbia, 1-6 Oct 2023,
ISBN 9798350327830
(doi: 10.1109/ICSME58846.2023.00054)
Louloudakis, Nikolaos, Gibson, Perry, Cano, Jose ORCID: https://orcid.org/0000-0002-2243-389X and Rajan, Ajitha
(2023)
Fault Localization for Buggy Deep Learning Framework Conversions in Image Recognition.
In: 38th IEEE/ACM International Conference on Automated Software Engineering (ASE 2023), Kirchberg, Luxembourg, 11-15 September 2023,
pp. 1795-1799.
ISBN 9798350329964
(doi: 10.1109/ASE56229.2023.00147)
Ayaz, Ferheen ORCID: https://orcid.org/0000-0003-3905-675X, Zakariyya, Idris, Cano Reyes, Jose
ORCID: https://orcid.org/0000-0002-2243-389X, Keoh, Sye Loong
ORCID: https://orcid.org/0000-0003-3640-5010, Singer, Jeremy
ORCID: https://orcid.org/0000-0001-9462-6802, Pau, Danilo and Kharbouche-Harrari, Mounia
(2023)
Improving Robustness Against Adversarial Attacks with Deeply Quantized Neural Networks.
In: International Joint Conference on Neural Networks (IJCNN 2023), Gold Coast, Australia, 18-23 June 2023,
ISBN 9781665488679
(doi: 10.1109/IJCNN54540.2023.10191429)
Cano, Jose ORCID: https://orcid.org/0000-0002-2243-389X, Dikaiakos, Marios D., Papadopoulos, George A., Pericàs, Miquel and Sakellariou, Rizos (Eds.)
(2023)
Euro-Par 2023: Parallel Processing. 29th International Conference on Parallel and Distributed Computing, Limassol, Cyprus, August 28 – September 1, 2023, Proceedings.
Series: Lecture notes in computer science.
Springer: Cham.
ISBN 9783031396977
Hu, Wenhao, Gibson, Perry ORCID: https://orcid.org/0000-0003-3370-0698 and Cano, Jose
ORCID: https://orcid.org/0000-0002-2243-389X
(2023)
ICE-Pick: Iterative Cost-Efficient Pruning for DNNs.
ICML 2023 Workshop on Neural Compression, Honolulu, Hawaii, USA, 28-29 July 2023.
Haris, Jude, Gibson, Perry, Cano, José ORCID: https://orcid.org/0000-0002-2243-389X, Bohm Agostini, Nicolas and Kaeli, David
(2023)
SECDA-TFLite: a toolkit for efficient development of FPGA-based DNN accelerators for edge inference.
Journal of Parallel and Distributed Computing, 173,
pp. 140-151.
(doi: 10.1016/j.jpdc.2022.11.005)
2022
Louloudakis, Nikolaos, Gibson, Perry, Cano, Jose ORCID: https://orcid.org/0000-0002-2243-389X and Rajan, Ajitha
(2022)
Assessing Robustness of Image Recognition Models to Changes in the Computational Environment.
NeurIPS ML Safety Workshop (MLSW), New Orleans, USA, 28 Nov -9 Dec 2022.
Louloudakis, Nikolaos, Gibson, Perry, Cano, Jose ORCID: https://orcid.org/0000-0002-2243-389X and Rajan, Ajitha
(2022)
Exploring Effects of Computational Parameter Changes to Image Recognition Systems.
arXiv,
(Unpublished)
Gibson, Perry and Cano, Jose ORCID: https://orcid.org/0000-0002-2243-389X
(2022)
Transfer-Tuning: Reusing Auto-Schedules for Efficient Tensor Program Code Generation.
In: 31st International Conference on Parallel Architectures and Compilation Techniques (PACT2022), Chicago, USA, 10-12 October 2022,
(Accepted for Publication)
Haris, Jude, Gibson, Perry, Cano, José ORCID: https://orcid.org/0000-0002-2243-389X, Agostini, Nicolas Bohm and Kaeli, David
(2022)
Hardware/Software Co-Design of Edge DNN Accelerators with TFLite.
18th International Summer School on Advanced Computer Architecture and Compilation for High-Performance and Embedded Systems (ACACES), Fiuggi, Italy, 10-16 July 2022.
Gibson, Perry and Cano, José ORCID: https://orcid.org/0000-0002-2243-389X
(2022)
Productive Reproducible Workflows for DNNs: A Case Study for Industrial Defect Detection.
4th Workshop on Accelerated Machine Learning (AccML), co-located with the HiPEAC conference, Budapest, 22 June 2022.
Stjerngren, Axel, Gibson, Perry ORCID: https://orcid.org/0000-0003-3370-0698 and Cano, Jose
ORCID: https://orcid.org/0000-0002-2243-389X
(2022)
Bifrost: End-to-End Evaluation and optimization of Reconfigurable DNN Accelerators.
In: 2022 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS), Singapore, 22-24 May 2022,
pp. 288-299.
ISBN 9781665459549
(doi: 10.1109/ISPASS55109.2022.00042)
Cano, José ORCID: https://orcid.org/0000-0002-2243-389X and Trinder, Phil
ORCID: https://orcid.org/0000-0003-0190-7010 (Eds.)
(2022)
Euro-Par 2022: Parallel Processing. 28th International Conference on Parallel and Distributed Computing, Glasgow, UK, August 22–26, 2022, Proceedings.
Series: Lecture notes in computing science.
Springer: Cham.
2021
Haris, Jude, Gibson, Perry ORCID: https://orcid.org/0000-0003-3370-0698, Cano, José
ORCID: https://orcid.org/0000-0002-2243-389X, Bohm Agostini, Nicolas and Kaeli, David
(2021)
SECDA: Efficient Hardware/Software Co-design of FPGA-based DNN Accelerators for Edge Inference.
In: 2021 IEEE 33rd International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD), Belo Horizonte, Brazil, 26-28 Oct 2021,
pp. 33-43.
ISBN 9781665443012
(doi: 10.1109/SBAC-PAD53543.2021.00015)
Dong, Shi, Sun, Yifan, Bohm Agostini, Nicolas, Karimi, Elmira, Lowell, Daniel, Zhou, Jing, Cano, José ORCID: https://orcid.org/0000-0002-2243-389X, Abellán, José L. and Kaeli, David
(2021)
Spartan: a sparsity-adaptive framework to accelerate deep neural network training on GPUs.
IEEE Transactions on Parallel and Distributed Systems, 32(10),
pp. 2448-2463.
(doi: 10.1109/TPDS.2021.3067825)
Lofqvist, Martina and Cano, José ORCID: https://orcid.org/0000-0002-2243-389X
(2021)
Optimizing Data Processing in Space for Object Detection in Satellite Imagery.
35th Annual Small Satellite Conference, 07-12 Aug 2021.
2020
Gibson, Perry ORCID: https://orcid.org/0000-0003-3370-0698 and Cano, José
ORCID: https://orcid.org/0000-0002-2243-389X
(2020)
Orpheus: a New Deep Learning Framework for Easy Deployment and Evaluation of Edge Inference.
In: 2020 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS), 23-26 Aug 2020,
pp. 229-230.
ISBN 9781728147987
(doi: 10.1109/ISPASS48437.2020.00042)
Bohm Agostini, Nicolas, Dong, Shi, Elmira, Karimi, Marti, Torrents Lapuerta, Cano, José ORCID: https://orcid.org/0000-0002-2243-389X, Abellán, José L. and Kaeli, David
(2020)
Design Space Exploration of Accelerators and End-to-End DNN Evaluation with TFLITE-SOC.
In: 2020 IEEE 32nd International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD), Porto, Portugal, 9-11 Sept. 2020,
pp. 10-19.
ISBN 9781728199245
(doi: 10.1109/SBAC-PAD49847.2020.00013)
Lofqvist, Martina and Cano, José ORCID: https://orcid.org/0000-0002-2243-389X
(2020)
Accelerating Deep Learning Applications in Space.
34th Annual Small Satellite Conference, Virtual Conference, 2020.
Gibson, Perry ORCID: https://orcid.org/0000-0003-3370-0698, Cano, José
ORCID: https://orcid.org/0000-0002-2243-389X, Turner, Jack, Crowley, Elliot J., O’Boyle, Michael and Storkey, Amos
(2020)
Evaluating Grouped Spatial Pack Convolutions on Edge CPUs.
16th International Summer School on Advanced Computer Architecture and Compilation for High-Performance and Embedded Systems (ACACES), Online, 06-17 Jul 2020.
Gibson, Perry ORCID: https://orcid.org/0000-0003-3370-0698, Cano, José
ORCID: https://orcid.org/0000-0002-2243-389X, Turner, Jack, Crowley, Elliot J., O’Boyle, Michael and Storkey, Amos
(2020)
Optimizing Grouped Convolutions on Edge Devices.
In: 2020 IEEE 31st International Conference on Application-specific Systems, Architectures and Processors (ASAP), Manchester, UK, 06-08 Jul 2020,
pp. 189-196.
ISBN 9781728171470
(doi: 10.1109/ASAP49362.2020.00039)
Haris, Jude and Cano, José ORCID: https://orcid.org/0000-0002-2243-389X
(2020)
Hardware Acceleration of Deep Neural Networks on Edge Devices with FPGAs.
16th International Summer School on Advanced Computer Architecture and Compilation for High-Performance and Embedded Systems (ACACES), Online, 06-17 Jul 2020.
2019
Turner, Jack, Crowley, Elliot J., Radu, Valentin, Cano, José ORCID: https://orcid.org/0000-0002-2243-389X, Storkey, Amos and O'Boyle, Michael
(2019)
Staircase: Distilling with Performance Enhanced Students for Hardware.
ARM Research Summit, Austin, USA, 15-18 Sep 2019.
Turner, Jack, Crowley, Elliot J., Radu, Valetin, Cano Reyes, Jose ORCID: https://orcid.org/0000-0002-2243-389X, Storkey, Amos and O'Boyle, Michael
(2019)
Distilling with performance enhanced students.
arXiv,
(Unpublished)
Cano, José ORCID: https://orcid.org/0000-0002-2243-389X, Yang, Yiming, Bodin, Bruno, Nagarajan, Vijay and O’Boyle, Michael
(2019)
Automatic Parameter Tuning of Motion Planning Algorithms.
In: 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Madrid, Spain, 01-05 Oct 2018,
pp. 8103-8109.
ISBN 9781538680940
(doi: 10.1109/IROS.2018.8594183)
Radu, Valentin, Kaszyk, Kuba, Wen, Yuan, Turner, Jack, Cano, José ORCID: https://orcid.org/0000-0002-2243-389X, Crowley, Elliot J., Franke, Björn, Storkey, Amos and O’Boyle, Michael
(2019)
Performance Aware Convolutional Neural Network Channel Pruning for Embedded GPUs.
In: 2019 IEEE International Symposium on Workload Characterization (IISWC), Orlando, FL, USA, 03-05 Nov 2019,
pp. 24-34.
ISBN 9781728140452
(doi: 10.1109/IISWC47752.2019.9042000)
Rovder, Simon, Cano, José ORCID: https://orcid.org/0000-0002-2243-389X and O’Boyle, Michael
(2019)
Optimising Convolutional Neural Networks Inference on Low-Powered GPUs.
Twelfth International Workshop on Programmability and Architectures for Heterogeneous Multicores (MULTIPROG-2019), Valencia, Spain, 21 Jan 2019.
2018
Cano, José ORCID: https://orcid.org/0000-0002-2243-389X, White, David R., Bordallo, Alejandro, McCreesh, Ciaran
ORCID: https://orcid.org/0000-0002-6106-4871, Michala, Anna Lito
ORCID: https://orcid.org/0000-0001-7821-1279, Singer, Jeremy
ORCID: https://orcid.org/0000-0001-9462-6802 and Nagarajan, Vijay
(2018)
Solving the task variant allocation problem in distributed robotics.
Autonomous Robots, 42(7),
pp. 1477-1495.
(doi: 10.1007/s10514-018-9742-5)
Cano, José ORCID: https://orcid.org/0000-0002-2243-389X, Turner, Jack, Radu, Valentin and O'Boyle, Michael
(2018)
Accelerating Deep Convolutional Neural Networks on Low Power Embedded Devices.
ARM Research Summit, Cambridge, UK, 17-19 Sep 2018.
Loukadakis, Manolis, Cano, José ORCID: https://orcid.org/0000-0002-2243-389X and O’Boyle, Michael
(2018)
Accelerating Deep Neural Networks on Low Power Heterogeneous Architectures.
Eleventh International Workshop on Programmability and Architectures for Heterogeneous Multicores (MULTIPROG-2018), Manchester, UK, 24 Jan 2018.
Turner, Jack, Cano, José ORCID: https://orcid.org/0000-0002-2243-389X, Radu, Valentin, Crowley, Elliot J., O’Boyle, Michael and Storkey, Amos
(2018)
Characterising Across-Stack Optimisations for Deep Convolutional Neural Networks.
In: 2018 IEEE International Symposium on Workload Characterization (IISWC), Raleigh, NC, USA, 30 Sep - 02 Oct 2018,
pp. 101-110.
ISBN 9781538667804
(doi: 10.1109/IISWC.2018.8573503)
2017
Cano, José ORCID: https://orcid.org/0000-0002-2243-389X, Kumar, Rakesh, Brankovic, Aleksandar, Pavlou, Demos, Stavrou, Kyriakos, Gibert, Enric, Martinez, Alejandro and Gonzalez, Antonio
(2017)
HW/SW Co-designed Processors: Challenges, Design Choices and a Simulation Infrastructure for Evaluation.
ARM Research Summit, Cambridge, UK, 11-13 Sep 2017.
Kumar, Rakesh, Cano, José ORCID: https://orcid.org/0000-0002-2243-389X, Pavlou, Demos, Stavrou, Kyriakos, Gibert, Enric, Martinez, Alejandro and González, Antonio
(2017)
HW/SW Co-designed Processors: Challenges, Design Choices and a Simulation Infrastructure for Evaluation.
In: 2017 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS), Santa Rosa, CA, USA, 24-25 Apr 2017,
pp. 185-194.
ISBN 9781538638903
(doi: 10.1109/ISPASS.2017.7975290)
2016
Cano, José ORCID: https://orcid.org/0000-0002-2243-389X, White, David R., Bordallo, Alejandro, McCreesh, Ciaran, Prosser, Patrick
ORCID: https://orcid.org/0000-0003-4460-6912, Singer, Jeremy
ORCID: https://orcid.org/0000-0001-9462-6802 and Nagarajan, Vijay
(2016)
Task Variant Allocation in Distributed Robotics.
In: Robotics Science and Systems 2016, Ann Arbor, MI, USA, 18-22 June 2016,
ISBN 9780992374723
(doi: 10.15607/RSS.2016.XII.045)
Cano, José ORCID: https://orcid.org/0000-0002-2243-389X, Bordallo, Alejandro, Nagarajan, Vijay, Ramamoorthy, Subramanian and Vijayakumar, Sethu
(2016)
Automatic Configuration of ROS Applications for Near-optimal Performance.
In: 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Daejeon, South Korea, 09-14 Oct 2016,
pp. 2217-2223.
ISBN 9781509037629
(doi: 10.1109/IROS.2016.7759347)
Cano, José ORCID: https://orcid.org/0000-0002-2243-389X, Kumar, Rakesh, Brankovic, Aleksandar, Pavlou, Demos, Stavrou, Kyriakos, Gibert, Enric, Martínez, Alejandro and González, Antonio
(2016)
Quantitative Characterization of the Software Layer of a HW/SW Co-Designed Processor.
In: 2016 IEEE International Symposium on Workload Characterization (IISWC), Providence, RI, USA, 25-27 Sep 2016,
pp. 138-147.
ISBN 9781509038961
(doi: 10.1109/IISWC.2016.7581274)
2015
Cano, José ORCID: https://orcid.org/0000-0002-2243-389X, Molinos, Eduardo, Nagarajan, Vijay and Vijayakumar, Sethu
(2015)
Dynamic Process Migration in Heterogeneous ROS-based Environments.
In: 2015 International Conference on Advanced Robotics (ICAR), Istanbul, Turkey, 27-31 Jul 2015,
ISBN 9781467375092
(doi: 10.1109/ICAR.2015.7251505)
2014
STMicroelectronics (Grenoble 2) SAS (2014) Switches and a network of switches. .
Cano, José ORCID: https://orcid.org/0000-0002-2243-389X, Flich, José, Roca, Antoni, Duato, José, Coppola, Marcello and Locatelli, Riccardo
(2014)
Efficient routing in heterogeneous SoC designs with small implementation overhead.
IEEE Transactions on Computers, 63(3),
pp. 557-569.
(doi: 10.1109/TC.2012.299)
2013
Villanueva, M. Jose, T. Calafate, Carlos, Torres, Alvaro, Cano, José ORCID: https://orcid.org/0000-0002-2243-389X, Cano, Juan-Carlos and Manzoni, Pietro
(2013)
Seamless MANET autoconfiguration through enhanced 802.11 beaconing.
Mobile Information Systems, 9(1),
pp. 19-35.
(doi: 10.3233/MIS-2012-0145)
2012
Cano Reyes, José ORCID: https://orcid.org/0000-0002-2243-389X
(2012)
Bringing Mobile Ad Hoc Networks to the Masses: an Essay on Autoconfiguration and Service Discovery.
LAP Lambert Academic Publishing.
ISBN 9783848424320
Cano, J. et al. (2012) Modelling HW/SW Co-Designed Processors. 8th International Summer School on Advanced Computer Architecture and Compilation for High-Performance and Embedded Systems (ACACES), Fiuggi, Italy, 08-14 Jul 2012.
Yu, Qiaoyan, Cano, José ORCID: https://orcid.org/0000-0002-2243-389X, Flich, José and Ampadu, Paul
(2012)
Transient and Permanent Error Control for High-End Multiprocessor Systems-on-Chip.
In: 2012 IEEE/ACM Sixth International Symposium on Networks-on-Chip, Copenhagen, Denmark, 09-11 May 2012,
pp. 169-176.
ISBN 9781467309738
(doi: 10.1109/NOCS.2012.27)
2011
Cano, José ORCID: https://orcid.org/0000-0002-2243-389X, Flich, José, Duato, José, Coppola, Marcello and Locatelli, Riccardo
(2011)
Efficient Routing Implementation in Complex Systems-on-Chip Designs.
In: NOCS '11 Proceedings of the Fifth ACM/IEEE International Symposium on Networks-on-Chip, Pittsburgh, PA, USA, 01-04 May 2011,
pp. 1-8.
ISBN 9781450307208
(doi: 10.1145/1999946.1999948)
Dubois, Florentine, Cano, José ORCID: https://orcid.org/0000-0002-2243-389X, Marcello, Coppola, Flich, José and Pétrot, Frédéric
(2011)
Spidergon STNoC Design Flow.
In: NOCS '11 Proceedings of the Fifth ACM/IEEE International Symposium on Networks-on-Chip, Pittsburgh, PA, USA, 01-04 May 2011,
pp. 267-268.
ISBN 9781450307208
(doi: 10.1145/1999946.1999994)
Cano Reyes, Jose ORCID: https://orcid.org/0000-0002-2243-389X, Flich, José, Duato, José, Coppola, Marcello and Locatelli, Riccardo
(2011)
Mapping Irregular MPSoC Topologies onto 2D-meshes.
7th International Summer School on Advanced Computer Architecture and Compilation for High-Performance and Embedded Systems (ACACES), Fiuggi, Italy, 10-16 Jul 2011.
2010
Cano, José ORCID: https://orcid.org/0000-0002-2243-389X, Cano, Juan-Carlos, Toh, Chai-Keong, Calafate, Carlos T. and Manzoni, Pietro
(2010)
EasyMANET: an extensible and configurable platform for service provisioning in MANET environments.
IEEE Communications Magazine, 48(12),
pp. 159-167.
(doi: 10.1109/MCOM.2010.5673087)
Cano, José ORCID: https://orcid.org/0000-0002-2243-389X, Cano, Juan-Carlos, Calafate, Carlos T. and Manzoni, Pietro
(2010)
Experiences in developing ubiquitous applications.
In:
Designing Solutions-Based Ubiquitous and Pervasive Computing: New Issues and Trends.
Information Science Reference: Hershey, PA, pp. 97-112.
ISBN 9781615208432
(doi: 10.4018/978-1-61520-843-2.ch005)
2009
Cano, Juan-Carlos, Calafate, Carlos Tavares, Cano, José ORCID: https://orcid.org/0000-0002-2243-389X and Manzoni, Pietro
(2009)
Deploying pervasive technologies.
In: Khosrow-Pour, Mehdi (ed.)
Encyclopedia of Information Science and Technology, Second Edition.
Information Science Reference: Hershey, PA, pp. 1001-1006.
ISBN 9781605660264
(doi: 10.4018/978-1-60566-026-4.ch160)
2007
Cano, José ORCID: https://orcid.org/0000-0002-2243-389X, Cano, Juan Carlos, Calafate, Carlos T. and Manzoni, Pietro
(2007)
Solving the User-to-Host Binding Problem in ad hoc Networks through Photo-IDs.
In: PE-WASUN '07 Proceedings of the 4th ACM Workshop on Performance Evaluation of Wireless ad hoc, Sensor, and Ubiquitous Networks, Chania, Greece, 22 Oct 2007,
pp. 78-81.
ISBN 9781595938084
(doi: 10.1145/1298197.1298212)
2006
Cano Reyes, José ORCID: https://orcid.org/0000-0002-2243-389X, Burgoa, Eduardo, Calafate, Carlos T., Cano, Juan-Carlos and Manzoni, Pietro
(2006)
A MANET Autoconfiguration System based on Bluetooth Technology.
In: 2006 3rd International Symposium on Wireless Communication Systems, Valencia, Spain, 06-08 Sep 2006,
ISBN 9781424403974
(doi: 10.1109/ISWCS.2006.4362386)
Cano, Juan Carlos, Cano, José ORCID: https://orcid.org/0000-0002-2243-389X, Manzoni, Pietro and Kim, Dongkyun
(2006)
On the Design of Pervasive Computing Applications Based on Bluetooth and a P2P Concept.
In: 2006 1st International Symposium on Wireless Pervasive Computing, Phuket, Thailand, 16-18 Jan 2006,
ISBN 9780780394100
(doi: 10.1109/ISWPC.2006.1613599)
2005
Cano, José ORCID: https://orcid.org/0000-0002-2243-389X, Cano, Juan Carlos, Manzoni, Pietro and Ferrandez, David
(2005)
On the Design of Spontaneous Networks Using a P2P Approach and Bluetooth.
In: 10th IEEE Symposium on Computers and Communications (ISCC'05), Murcia, Spain, 27-30 Jun 2005,
ISBN 9780769523736
(doi: 10.1109/ISCC.2005.110)
Articles
Gibson, Perry, Cano, Jose ORCID: https://orcid.org/0000-0002-2243-389X, Crowley, Elliott, Storkey, Amos and O'Boyle, Michael
(2025)
DLAS: A conceptual model for across-stack Deep Learning Acceleration.
ACM Transactions on Architecture and Code Optimization, 22(1),
pp. 1-28.
(doi: 10.1145/3688609)
Jamwal, Shivani, Cano, José ORCID: https://orcid.org/0000-0002-2243-389X, Lee, Gyu Myoung, Tran, Nguyen H. and Truong, Nguyen
ORCID: https://orcid.org/0000-0001-9359-524X
(2024)
A survey on Ethereum pseudonymity: Techniques, challenges, and future directions.
Journal of Network and Computer Applications, 232,
104019.
(doi: 10.1016/j.jnca.2024.104019)
Haris, Jude, Gibson, Perry, Cano, José ORCID: https://orcid.org/0000-0002-2243-389X, Bohm Agostini, Nicolas and Kaeli, David
(2023)
SECDA-TFLite: a toolkit for efficient development of FPGA-based DNN accelerators for edge inference.
Journal of Parallel and Distributed Computing, 173,
pp. 140-151.
(doi: 10.1016/j.jpdc.2022.11.005)
Louloudakis, Nikolaos, Gibson, Perry, Cano, Jose ORCID: https://orcid.org/0000-0002-2243-389X and Rajan, Ajitha
(2022)
Exploring Effects of Computational Parameter Changes to Image Recognition Systems.
arXiv,
(Unpublished)
Dong, Shi, Sun, Yifan, Bohm Agostini, Nicolas, Karimi, Elmira, Lowell, Daniel, Zhou, Jing, Cano, José ORCID: https://orcid.org/0000-0002-2243-389X, Abellán, José L. and Kaeli, David
(2021)
Spartan: a sparsity-adaptive framework to accelerate deep neural network training on GPUs.
IEEE Transactions on Parallel and Distributed Systems, 32(10),
pp. 2448-2463.
(doi: 10.1109/TPDS.2021.3067825)
Turner, Jack, Crowley, Elliot J., Radu, Valetin, Cano Reyes, Jose ORCID: https://orcid.org/0000-0002-2243-389X, Storkey, Amos and O'Boyle, Michael
(2019)
Distilling with performance enhanced students.
arXiv,
(Unpublished)
Cano, José ORCID: https://orcid.org/0000-0002-2243-389X, White, David R., Bordallo, Alejandro, McCreesh, Ciaran
ORCID: https://orcid.org/0000-0002-6106-4871, Michala, Anna Lito
ORCID: https://orcid.org/0000-0001-7821-1279, Singer, Jeremy
ORCID: https://orcid.org/0000-0001-9462-6802 and Nagarajan, Vijay
(2018)
Solving the task variant allocation problem in distributed robotics.
Autonomous Robots, 42(7),
pp. 1477-1495.
(doi: 10.1007/s10514-018-9742-5)
Cano, José ORCID: https://orcid.org/0000-0002-2243-389X, Flich, José, Roca, Antoni, Duato, José, Coppola, Marcello and Locatelli, Riccardo
(2014)
Efficient routing in heterogeneous SoC designs with small implementation overhead.
IEEE Transactions on Computers, 63(3),
pp. 557-569.
(doi: 10.1109/TC.2012.299)
Villanueva, M. Jose, T. Calafate, Carlos, Torres, Alvaro, Cano, José ORCID: https://orcid.org/0000-0002-2243-389X, Cano, Juan-Carlos and Manzoni, Pietro
(2013)
Seamless MANET autoconfiguration through enhanced 802.11 beaconing.
Mobile Information Systems, 9(1),
pp. 19-35.
(doi: 10.3233/MIS-2012-0145)
Cano, José ORCID: https://orcid.org/0000-0002-2243-389X, Cano, Juan-Carlos, Toh, Chai-Keong, Calafate, Carlos T. and Manzoni, Pietro
(2010)
EasyMANET: an extensible and configurable platform for service provisioning in MANET environments.
IEEE Communications Magazine, 48(12),
pp. 159-167.
(doi: 10.1109/MCOM.2010.5673087)
Books
Cano Reyes, José ORCID: https://orcid.org/0000-0002-2243-389X
(2012)
Bringing Mobile Ad Hoc Networks to the Masses: an Essay on Autoconfiguration and Service Discovery.
LAP Lambert Academic Publishing.
ISBN 9783848424320
Book Sections
Cano, José ORCID: https://orcid.org/0000-0002-2243-389X, Cano, Juan-Carlos, Calafate, Carlos T. and Manzoni, Pietro
(2010)
Experiences in developing ubiquitous applications.
In:
Designing Solutions-Based Ubiquitous and Pervasive Computing: New Issues and Trends.
Information Science Reference: Hershey, PA, pp. 97-112.
ISBN 9781615208432
(doi: 10.4018/978-1-61520-843-2.ch005)
Cano, Juan-Carlos, Calafate, Carlos Tavares, Cano, José ORCID: https://orcid.org/0000-0002-2243-389X and Manzoni, Pietro
(2009)
Deploying pervasive technologies.
In: Khosrow-Pour, Mehdi (ed.)
Encyclopedia of Information Science and Technology, Second Edition.
Information Science Reference: Hershey, PA, pp. 1001-1006.
ISBN 9781605660264
(doi: 10.4018/978-1-60566-026-4.ch160)
Edited Books
Cano, Jose ORCID: https://orcid.org/0000-0002-2243-389X, Dikaiakos, Marios D., Papadopoulos, George A., Pericàs, Miquel and Sakellariou, Rizos (Eds.)
(2023)
Euro-Par 2023: Parallel Processing. 29th International Conference on Parallel and Distributed Computing, Limassol, Cyprus, August 28 – September 1, 2023, Proceedings.
Series: Lecture notes in computer science.
Springer: Cham.
ISBN 9783031396977
Cano, José ORCID: https://orcid.org/0000-0002-2243-389X and Trinder, Phil
ORCID: https://orcid.org/0000-0003-0190-7010 (Eds.)
(2022)
Euro-Par 2022: Parallel Processing. 28th International Conference on Parallel and Distributed Computing, Glasgow, UK, August 22–26, 2022, Proceedings.
Series: Lecture notes in computing science.
Springer: Cham.
Conference or Workshop Item
Haris, Jude and Cano, Jose ORCID: https://orcid.org/0000-0002-2243-389X
(2025)
Accelerating Transposed Convolutions on FPGA-based Edge Devices.
35th International Conference on Field-Programmable Logic and Applications (FPL) 2025, Leiden, The Netherlands, 1-5 Sept 2025.
(Accepted for Publication)
Haris, Jude and Cano, Jose ORCID: https://orcid.org/0000-0002-2243-389X
(2025)
SECDA Design Suite: Efficient Hardware-Software Co-Design of DNN Accelerator.
4th Workshop on Open-Source Computer Architecture Research (OSCAR) at ISCA 2025, Tokyo, Japan, 21 June 2025.
(Accepted for Publication)
Haris, Jude and Cano, Jose ORCID: https://orcid.org/0000-0002-2243-389X
(2025)
F-BFQ: Flexible Block Floating-Point Quantization Accelerator for LLMs.
New Approaches for Addressing the Computing Requirements of LLMs and GNSs LG-ARC’2025 Workshop @ ISCA 2025, Tokyo, Japan, 22 June 2025.
(Accepted for Publication)
Haris, Jude, Saha, Rappy ORCID: https://orcid.org/0000-0001-9581-0193, Hu, Wenhao and Cano, José
ORCID: https://orcid.org/0000-0002-2243-389X
(2024)
Designing Efficient LLM Accelerators for Edge Devices.
ARC-LG: New Approaches for Addressing the Computing Requirements of LLMs and GNNs, Buenos Aires, Argentina, 30 Jun 2024.
Haris, Jude, Agostini, Nicolas Bohm, Tumeo, Antonino, Kaeli, David and Cano, Jose ORCID: https://orcid.org/0000-0002-2243-389X
(2024)
Data Transfer Optimizations for Host-CPU and Accelerators in AXI4MLIR.
5th Compilers for Machine Learning Workshop (C4ML), at CGO 2024, Edinburgh, UK, 03 March 2024.
(doi: 10.48550/arXiv.2402.19184)
Hu, Wenhao, Gibson, Perry ORCID: https://orcid.org/0000-0003-3370-0698 and Cano, Jose
ORCID: https://orcid.org/0000-0002-2243-389X
(2023)
ICE-Pick: Iterative Cost-Efficient Pruning for DNNs.
ICML 2023 Workshop on Neural Compression, Honolulu, Hawaii, USA, 28-29 July 2023.
Louloudakis, Nikolaos, Gibson, Perry, Cano, Jose ORCID: https://orcid.org/0000-0002-2243-389X and Rajan, Ajitha
(2022)
Assessing Robustness of Image Recognition Models to Changes in the Computational Environment.
NeurIPS ML Safety Workshop (MLSW), New Orleans, USA, 28 Nov -9 Dec 2022.
Haris, Jude, Gibson, Perry, Cano, José ORCID: https://orcid.org/0000-0002-2243-389X, Agostini, Nicolas Bohm and Kaeli, David
(2022)
Hardware/Software Co-Design of Edge DNN Accelerators with TFLite.
18th International Summer School on Advanced Computer Architecture and Compilation for High-Performance and Embedded Systems (ACACES), Fiuggi, Italy, 10-16 July 2022.
Gibson, Perry and Cano, José ORCID: https://orcid.org/0000-0002-2243-389X
(2022)
Productive Reproducible Workflows for DNNs: A Case Study for Industrial Defect Detection.
4th Workshop on Accelerated Machine Learning (AccML), co-located with the HiPEAC conference, Budapest, 22 June 2022.
Lofqvist, Martina and Cano, José ORCID: https://orcid.org/0000-0002-2243-389X
(2021)
Optimizing Data Processing in Space for Object Detection in Satellite Imagery.
35th Annual Small Satellite Conference, 07-12 Aug 2021.
Lofqvist, Martina and Cano, José ORCID: https://orcid.org/0000-0002-2243-389X
(2020)
Accelerating Deep Learning Applications in Space.
34th Annual Small Satellite Conference, Virtual Conference, 2020.
Gibson, Perry ORCID: https://orcid.org/0000-0003-3370-0698, Cano, José
ORCID: https://orcid.org/0000-0002-2243-389X, Turner, Jack, Crowley, Elliot J., O’Boyle, Michael and Storkey, Amos
(2020)
Evaluating Grouped Spatial Pack Convolutions on Edge CPUs.
16th International Summer School on Advanced Computer Architecture and Compilation for High-Performance and Embedded Systems (ACACES), Online, 06-17 Jul 2020.
Haris, Jude and Cano, José ORCID: https://orcid.org/0000-0002-2243-389X
(2020)
Hardware Acceleration of Deep Neural Networks on Edge Devices with FPGAs.
16th International Summer School on Advanced Computer Architecture and Compilation for High-Performance and Embedded Systems (ACACES), Online, 06-17 Jul 2020.
Turner, Jack, Crowley, Elliot J., Radu, Valentin, Cano, José ORCID: https://orcid.org/0000-0002-2243-389X, Storkey, Amos and O'Boyle, Michael
(2019)
Staircase: Distilling with Performance Enhanced Students for Hardware.
ARM Research Summit, Austin, USA, 15-18 Sep 2019.
Rovder, Simon, Cano, José ORCID: https://orcid.org/0000-0002-2243-389X and O’Boyle, Michael
(2019)
Optimising Convolutional Neural Networks Inference on Low-Powered GPUs.
Twelfth International Workshop on Programmability and Architectures for Heterogeneous Multicores (MULTIPROG-2019), Valencia, Spain, 21 Jan 2019.
Cano, José ORCID: https://orcid.org/0000-0002-2243-389X, Turner, Jack, Radu, Valentin and O'Boyle, Michael
(2018)
Accelerating Deep Convolutional Neural Networks on Low Power Embedded Devices.
ARM Research Summit, Cambridge, UK, 17-19 Sep 2018.
Loukadakis, Manolis, Cano, José ORCID: https://orcid.org/0000-0002-2243-389X and O’Boyle, Michael
(2018)
Accelerating Deep Neural Networks on Low Power Heterogeneous Architectures.
Eleventh International Workshop on Programmability and Architectures for Heterogeneous Multicores (MULTIPROG-2018), Manchester, UK, 24 Jan 2018.
Cano, José ORCID: https://orcid.org/0000-0002-2243-389X, Kumar, Rakesh, Brankovic, Aleksandar, Pavlou, Demos, Stavrou, Kyriakos, Gibert, Enric, Martinez, Alejandro and Gonzalez, Antonio
(2017)
HW/SW Co-designed Processors: Challenges, Design Choices and a Simulation Infrastructure for Evaluation.
ARM Research Summit, Cambridge, UK, 11-13 Sep 2017.
Cano, J. et al. (2012) Modelling HW/SW Co-Designed Processors. 8th International Summer School on Advanced Computer Architecture and Compilation for High-Performance and Embedded Systems (ACACES), Fiuggi, Italy, 08-14 Jul 2012.
Cano Reyes, Jose ORCID: https://orcid.org/0000-0002-2243-389X, Flich, José, Duato, José, Coppola, Marcello and Locatelli, Riccardo
(2011)
Mapping Irregular MPSoC Topologies onto 2D-meshes.
7th International Summer School on Advanced Computer Architecture and Compilation for High-Performance and Embedded Systems (ACACES), Fiuggi, Italy, 10-16 Jul 2011.
Conference Proceedings
Louloudakis, Nikolaos, Gibson, Perry, Cano, Jose ORCID: https://orcid.org/0000-0002-2243-389X and Rajan, Ajitha
(2025)
Exploring Robustness of Image Recognition Models on Hardware Accelerators.
In: 2025 IEEE International Conference on Software Testing, Verification and Validation Workshops (ICSTW), Naples, Italy, 31 March 2025 - 04 April 2025,
pp. 368-374.
ISBN 9798331534677
(doi: 10.1109/ICSTW64639.2025.10962531)
Duato, José, Mestre, Jose I., Dolz, Manuel F., Quintana-Orti, Enrique S. and Cano, José ORCID: https://orcid.org/0000-0002-2243-389X
(2025)
Decoupling Structural and Quantitative Knowledge in ReLU-based Deep Neural Networks.
In: 5th Workshop on Machine Learning and Systems (EuroMLSys ’25), Rotterdam, Netherlands, 30 March- 3 April 2025,
pp. 39-45.
ISBN 9798400715389
(doi: 10.1145/3721146.3721950)
Ferguson, Aidan, Gibson, Perry ORCID: https://orcid.org/0000-0003-3370-0698, D'Agata, Lara, McLeod, Parker, Yaman, Ferhat, Das, Amitabh, Colbert, Ian and Cano, Jose
ORCID: https://orcid.org/0000-0002-2243-389X
(2025)
Exploiting Unstructured Sparsity in Fully Homomorphic Encrypted DNNs.
In: 5th Workshop on Machine Learning and Systems (EuroMLSys ’25), Rotterdam, Netherlands, 30 March- 3 April 2025,
pp. 39-45.
ISBN 9798400715389
(doi: 10.1145/3721146.3721948)
Hu, Wenhao, Henderson, Paul ORCID: https://orcid.org/0000-0002-5198-7445 and Cano, Jose
ORCID: https://orcid.org/0000-0002-2243-389X
(2025)
ICE-Pruning: an Iterative Cost-Efficient Pruning Pipeline for Deep Neural Networks.
In: International Joint Conference on Neural Networks (IJCNN 2025), Rome, Italy, 30 Jun - 05 Jul 2025,
(Accepted for Publication)
Louloudakis, Nikolaos, Gibson, Perry ORCID: https://orcid.org/0000-0003-3370-0698, Cano, Jose
ORCID: https://orcid.org/0000-0002-2243-389X and Rajan, Ajitha
(2025)
FetaFix: Automatic Fault Localization and Repair of Deep Learning Model Conversions.
In: International Conference on Evaluation and Assessment in Software Engineering (EASE) 2025, Istanbul, Turkey, 17-20 June 2025,
(Accepted for Publication)
Sharma, Vinamra, Pau, Danilo Pietro and Cano, José ORCID: https://orcid.org/0000-0002-2243-389X
(2025)
Biases in Edge Language Models: Detection, Analysis, and Mitigation.
In: Edge AI Research Symposium, Austin, TX, USA, 25-27 Feb 2025,
Hu, Wenhao, Henderson, Paul ORCID: https://orcid.org/0000-0002-5198-7445 and Cano, Jose
ORCID: https://orcid.org/0000-0002-2243-389X
(2024)
DQA: An Efficient Method for Deep Quantization of Deep Neural Network Activations.
In: NeurIPS 2024 Workshop Machine Learning with new Compute Paradigms, Vancouver, Canada, 14 December 2024,
Saha, Rappy ORCID: https://orcid.org/0000-0001-9581-0193, Haris, Jude and Cano, José
ORCID: https://orcid.org/0000-0002-2243-389X
(2024)
Accelerating PoT Quantization on Edge Devices.
In: 31st IEEE International Conference on Electronics, Circuits and Systems, Nancy, France, 18-20 Nov 2024,
(Accepted for Publication)
Sharma, Vinamra, Pau, Danilo and Cano, Jose ORCID: https://orcid.org/0000-0002-2243-389X
(2024)
Efficient Tiny Machine Learning for Human Activity Recognition on Low-Power Edge Devices.
In: 2024 IEEE 8th International Forum on Research and Technologies for Society and Industry (IEEE RTSI 2024), Lecco, Italy, 18-20 Sep 2024,
(Accepted for Publication)
Agostini, Nicolas Bohm, Haris, Jude, Gibson, Perry ORCID: https://orcid.org/0000-0003-3370-0698, Jayaweera, Malith, Rubin, Norm, Tumeo, Antonio, Abellán, José L., Cano Reyes, Jose
ORCID: https://orcid.org/0000-0002-2243-389X and Kaeli, David
(2024)
AXI4MLIR: User-Driven Automatic Host Code Generation for Custom AXI-Based Accelerators.
In: International Symposium on Code Generation and Optimization (CGO) 2024, Edinburgh, United Kingdom, 02-06 Mar 2024,
pp. 143-157.
ISBN 9798350395099
(doi: 10.1109/CGO57630.2024.10444801)
Louloudakis, Nikolaos, Gibson, Perry ORCID: https://orcid.org/0000-0003-3370-0698, Cano Reyes, Jose
ORCID: https://orcid.org/0000-0002-2243-389X and Rajan, Ajitha
(2023)
DeltaNN: Assessing the Impact of Computational Environment Parameters on the Performance of Image Recognition Models.
In: 39th IEEE International Conference on Software Maintenance and Evolution (ICSME 2023), Bogota, Columbia, 1-6 Oct 2023,
ISBN 9798350327830
(doi: 10.1109/ICSME58846.2023.00054)
Louloudakis, Nikolaos, Gibson, Perry, Cano, Jose ORCID: https://orcid.org/0000-0002-2243-389X and Rajan, Ajitha
(2023)
Fault Localization for Buggy Deep Learning Framework Conversions in Image Recognition.
In: 38th IEEE/ACM International Conference on Automated Software Engineering (ASE 2023), Kirchberg, Luxembourg, 11-15 September 2023,
pp. 1795-1799.
ISBN 9798350329964
(doi: 10.1109/ASE56229.2023.00147)
Ayaz, Ferheen ORCID: https://orcid.org/0000-0003-3905-675X, Zakariyya, Idris, Cano Reyes, Jose
ORCID: https://orcid.org/0000-0002-2243-389X, Keoh, Sye Loong
ORCID: https://orcid.org/0000-0003-3640-5010, Singer, Jeremy
ORCID: https://orcid.org/0000-0001-9462-6802, Pau, Danilo and Kharbouche-Harrari, Mounia
(2023)
Improving Robustness Against Adversarial Attacks with Deeply Quantized Neural Networks.
In: International Joint Conference on Neural Networks (IJCNN 2023), Gold Coast, Australia, 18-23 June 2023,
ISBN 9781665488679
(doi: 10.1109/IJCNN54540.2023.10191429)
Gibson, Perry and Cano, Jose ORCID: https://orcid.org/0000-0002-2243-389X
(2022)
Transfer-Tuning: Reusing Auto-Schedules for Efficient Tensor Program Code Generation.
In: 31st International Conference on Parallel Architectures and Compilation Techniques (PACT2022), Chicago, USA, 10-12 October 2022,
(Accepted for Publication)
Stjerngren, Axel, Gibson, Perry ORCID: https://orcid.org/0000-0003-3370-0698 and Cano, Jose
ORCID: https://orcid.org/0000-0002-2243-389X
(2022)
Bifrost: End-to-End Evaluation and optimization of Reconfigurable DNN Accelerators.
In: 2022 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS), Singapore, 22-24 May 2022,
pp. 288-299.
ISBN 9781665459549
(doi: 10.1109/ISPASS55109.2022.00042)
Haris, Jude, Gibson, Perry ORCID: https://orcid.org/0000-0003-3370-0698, Cano, José
ORCID: https://orcid.org/0000-0002-2243-389X, Bohm Agostini, Nicolas and Kaeli, David
(2021)
SECDA: Efficient Hardware/Software Co-design of FPGA-based DNN Accelerators for Edge Inference.
In: 2021 IEEE 33rd International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD), Belo Horizonte, Brazil, 26-28 Oct 2021,
pp. 33-43.
ISBN 9781665443012
(doi: 10.1109/SBAC-PAD53543.2021.00015)
Gibson, Perry ORCID: https://orcid.org/0000-0003-3370-0698 and Cano, José
ORCID: https://orcid.org/0000-0002-2243-389X
(2020)
Orpheus: a New Deep Learning Framework for Easy Deployment and Evaluation of Edge Inference.
In: 2020 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS), 23-26 Aug 2020,
pp. 229-230.
ISBN 9781728147987
(doi: 10.1109/ISPASS48437.2020.00042)
Bohm Agostini, Nicolas, Dong, Shi, Elmira, Karimi, Marti, Torrents Lapuerta, Cano, José ORCID: https://orcid.org/0000-0002-2243-389X, Abellán, José L. and Kaeli, David
(2020)
Design Space Exploration of Accelerators and End-to-End DNN Evaluation with TFLITE-SOC.
In: 2020 IEEE 32nd International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD), Porto, Portugal, 9-11 Sept. 2020,
pp. 10-19.
ISBN 9781728199245
(doi: 10.1109/SBAC-PAD49847.2020.00013)
Gibson, Perry ORCID: https://orcid.org/0000-0003-3370-0698, Cano, José
ORCID: https://orcid.org/0000-0002-2243-389X, Turner, Jack, Crowley, Elliot J., O’Boyle, Michael and Storkey, Amos
(2020)
Optimizing Grouped Convolutions on Edge Devices.
In: 2020 IEEE 31st International Conference on Application-specific Systems, Architectures and Processors (ASAP), Manchester, UK, 06-08 Jul 2020,
pp. 189-196.
ISBN 9781728171470
(doi: 10.1109/ASAP49362.2020.00039)
Cano, José ORCID: https://orcid.org/0000-0002-2243-389X, Yang, Yiming, Bodin, Bruno, Nagarajan, Vijay and O’Boyle, Michael
(2019)
Automatic Parameter Tuning of Motion Planning Algorithms.
In: 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Madrid, Spain, 01-05 Oct 2018,
pp. 8103-8109.
ISBN 9781538680940
(doi: 10.1109/IROS.2018.8594183)
Radu, Valentin, Kaszyk, Kuba, Wen, Yuan, Turner, Jack, Cano, José ORCID: https://orcid.org/0000-0002-2243-389X, Crowley, Elliot J., Franke, Björn, Storkey, Amos and O’Boyle, Michael
(2019)
Performance Aware Convolutional Neural Network Channel Pruning for Embedded GPUs.
In: 2019 IEEE International Symposium on Workload Characterization (IISWC), Orlando, FL, USA, 03-05 Nov 2019,
pp. 24-34.
ISBN 9781728140452
(doi: 10.1109/IISWC47752.2019.9042000)
Turner, Jack, Cano, José ORCID: https://orcid.org/0000-0002-2243-389X, Radu, Valentin, Crowley, Elliot J., O’Boyle, Michael and Storkey, Amos
(2018)
Characterising Across-Stack Optimisations for Deep Convolutional Neural Networks.
In: 2018 IEEE International Symposium on Workload Characterization (IISWC), Raleigh, NC, USA, 30 Sep - 02 Oct 2018,
pp. 101-110.
ISBN 9781538667804
(doi: 10.1109/IISWC.2018.8573503)
Kumar, Rakesh, Cano, José ORCID: https://orcid.org/0000-0002-2243-389X, Pavlou, Demos, Stavrou, Kyriakos, Gibert, Enric, Martinez, Alejandro and González, Antonio
(2017)
HW/SW Co-designed Processors: Challenges, Design Choices and a Simulation Infrastructure for Evaluation.
In: 2017 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS), Santa Rosa, CA, USA, 24-25 Apr 2017,
pp. 185-194.
ISBN 9781538638903
(doi: 10.1109/ISPASS.2017.7975290)
Cano, José ORCID: https://orcid.org/0000-0002-2243-389X, White, David R., Bordallo, Alejandro, McCreesh, Ciaran, Prosser, Patrick
ORCID: https://orcid.org/0000-0003-4460-6912, Singer, Jeremy
ORCID: https://orcid.org/0000-0001-9462-6802 and Nagarajan, Vijay
(2016)
Task Variant Allocation in Distributed Robotics.
In: Robotics Science and Systems 2016, Ann Arbor, MI, USA, 18-22 June 2016,
ISBN 9780992374723
(doi: 10.15607/RSS.2016.XII.045)
Cano, José ORCID: https://orcid.org/0000-0002-2243-389X, Bordallo, Alejandro, Nagarajan, Vijay, Ramamoorthy, Subramanian and Vijayakumar, Sethu
(2016)
Automatic Configuration of ROS Applications for Near-optimal Performance.
In: 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Daejeon, South Korea, 09-14 Oct 2016,
pp. 2217-2223.
ISBN 9781509037629
(doi: 10.1109/IROS.2016.7759347)
Cano, José ORCID: https://orcid.org/0000-0002-2243-389X, Kumar, Rakesh, Brankovic, Aleksandar, Pavlou, Demos, Stavrou, Kyriakos, Gibert, Enric, Martínez, Alejandro and González, Antonio
(2016)
Quantitative Characterization of the Software Layer of a HW/SW Co-Designed Processor.
In: 2016 IEEE International Symposium on Workload Characterization (IISWC), Providence, RI, USA, 25-27 Sep 2016,
pp. 138-147.
ISBN 9781509038961
(doi: 10.1109/IISWC.2016.7581274)
Cano, José ORCID: https://orcid.org/0000-0002-2243-389X, Molinos, Eduardo, Nagarajan, Vijay and Vijayakumar, Sethu
(2015)
Dynamic Process Migration in Heterogeneous ROS-based Environments.
In: 2015 International Conference on Advanced Robotics (ICAR), Istanbul, Turkey, 27-31 Jul 2015,
ISBN 9781467375092
(doi: 10.1109/ICAR.2015.7251505)
Yu, Qiaoyan, Cano, José ORCID: https://orcid.org/0000-0002-2243-389X, Flich, José and Ampadu, Paul
(2012)
Transient and Permanent Error Control for High-End Multiprocessor Systems-on-Chip.
In: 2012 IEEE/ACM Sixth International Symposium on Networks-on-Chip, Copenhagen, Denmark, 09-11 May 2012,
pp. 169-176.
ISBN 9781467309738
(doi: 10.1109/NOCS.2012.27)
Cano, José ORCID: https://orcid.org/0000-0002-2243-389X, Flich, José, Duato, José, Coppola, Marcello and Locatelli, Riccardo
(2011)
Efficient Routing Implementation in Complex Systems-on-Chip Designs.
In: NOCS '11 Proceedings of the Fifth ACM/IEEE International Symposium on Networks-on-Chip, Pittsburgh, PA, USA, 01-04 May 2011,
pp. 1-8.
ISBN 9781450307208
(doi: 10.1145/1999946.1999948)
Dubois, Florentine, Cano, José ORCID: https://orcid.org/0000-0002-2243-389X, Marcello, Coppola, Flich, José and Pétrot, Frédéric
(2011)
Spidergon STNoC Design Flow.
In: NOCS '11 Proceedings of the Fifth ACM/IEEE International Symposium on Networks-on-Chip, Pittsburgh, PA, USA, 01-04 May 2011,
pp. 267-268.
ISBN 9781450307208
(doi: 10.1145/1999946.1999994)
Cano, José ORCID: https://orcid.org/0000-0002-2243-389X, Cano, Juan Carlos, Calafate, Carlos T. and Manzoni, Pietro
(2007)
Solving the User-to-Host Binding Problem in ad hoc Networks through Photo-IDs.
In: PE-WASUN '07 Proceedings of the 4th ACM Workshop on Performance Evaluation of Wireless ad hoc, Sensor, and Ubiquitous Networks, Chania, Greece, 22 Oct 2007,
pp. 78-81.
ISBN 9781595938084
(doi: 10.1145/1298197.1298212)
Cano Reyes, José ORCID: https://orcid.org/0000-0002-2243-389X, Burgoa, Eduardo, Calafate, Carlos T., Cano, Juan-Carlos and Manzoni, Pietro
(2006)
A MANET Autoconfiguration System based on Bluetooth Technology.
In: 2006 3rd International Symposium on Wireless Communication Systems, Valencia, Spain, 06-08 Sep 2006,
ISBN 9781424403974
(doi: 10.1109/ISWCS.2006.4362386)
Cano, Juan Carlos, Cano, José ORCID: https://orcid.org/0000-0002-2243-389X, Manzoni, Pietro and Kim, Dongkyun
(2006)
On the Design of Pervasive Computing Applications Based on Bluetooth and a P2P Concept.
In: 2006 1st International Symposium on Wireless Pervasive Computing, Phuket, Thailand, 16-18 Jan 2006,
ISBN 9780780394100
(doi: 10.1109/ISWPC.2006.1613599)
Cano, José ORCID: https://orcid.org/0000-0002-2243-389X, Cano, Juan Carlos, Manzoni, Pietro and Ferrandez, David
(2005)
On the Design of Spontaneous Networks Using a P2P Approach and Bluetooth.
In: 10th IEEE Symposium on Computers and Communications (ISCC'05), Murcia, Spain, 27-30 Jun 2005,
ISBN 9780769523736
(doi: 10.1109/ISCC.2005.110)
Patents
STMicroelectronics (Grenoble 2) SAS (2014) Switches and a network of switches. .
Grants
Current grants:
- dAIEDGE (A network of excellence for distributed, trustworthy, efficient and scalable AI at the Edge), 09/2023 - 08/2026, funded by Horizon Europe
Past grants:
- MAISE (Multimodal AI-based Security at the Edge), 11/2021 - 08/2023, funded by PETRAS
- AIMDDE (AI-based Manufacturing Defect Detection at the Edge), 02/2022 - 03/2022, funded by EU’s Horizon BonsAPPs AI Talents 1st Open Call
Supervision
- Babalola, Omodolapo Victor
Robust Privacy-Preserving Federated Learning for securing IoT - Dymarkowski, Hubert
Accelerating Computer Vision on FPGA-based Edge Devices - Feng, Kai
Early detection of zero-day exploits in Industrial Control Systems. - Fu, Xingjian
Vision Transformer Algorithm Accelerator Based on FPGA - Goh Gek Chuah, Kenneth
On-Device Learning for IoT Smart Devices in Energy Applications - Hu, Wenhao
A New Point of View of Channel Pruning for Deep Neural Networks - SAHA, RAPPY
Framework to optimize DNN model inference on FPGA
Teaching
- 2023/2024, 2022/2023, 2021/2022, 2020/2021, 2019/2020:
- 2018/2019:
Professional activities & recognition
Editorial boards
- 2023: ACM Transactions on Architecture and Code Optimization
- 2020: MDPI Sustainability - Special Issue "Energy-Efficient Computing Systems for Deep Learning"
Professional & learned societies
- 2021: Senior Member, IEEE
- 2021: Senior Member, ACM
- 2021: Member, HiPEAC