Aleksandar Ilic

IEEE Member:
90545570

Book Chapters

Aleksandar Ilic and Leonel Sousa. Efficient Multi-level Load Balancing on Heterogeneous CPU+GPU Systems, in High-Performance Computing on Complex Environments, eds. Emmanuel Jeannot and Julius Zilinskas, John Wiley & Sons, Inc., Hoboken, NJ, USA, ch. 14, sec. 5, pp. 261–282, April 2014.
doi: 10.1002/9781118711897.ch14

David Clarke, Aleksandar Ilic, Alexey Lastovetsky, Vladimir Rychkov, Leonel Sousa and Ziming Zhong. Design and optimization of scientific applications for highly heterogeneous and hierarchical HPC platforms using functional computation performance models, in High-Performance Computing on Complex Environments, eds. Emmanuel Jeannot and Julius Zilinskas, John Wiley & Sons, Inc., Hoboken, NJ, USA, ch. 13, sec. 5, pp. 237–260, April 2014.
doi: 10.1002/9781118711897.ch13

Aleksandar Ilic, Frederico Pratas, Pedro Trancoso and Leonel Sousa. High-Performance Computing on Heterogeneous Systems: Database Queries on CPU and GPU, in High Performance Scientific Computing with Special Emphasis on Current Capabilities and Future Perspectives, (series: Advances in Parallel Computing), eds. Ian Foster, Wolfgang Gentzsch, Lucio Grandinetti and Gerhard R. Joubert, IOS Press, v. 20, pp. 202– 222, April 2011.
doi: 10.3233/978-1-60750-803-8-202

Pedro Tomás, Aleksandar Ilic and Leonel Sousa. Massive Data Classification of Neural Responses, in Biomedical Diagnostics and Clinical Technologies: Applying High-Performance Cluster and Grid Computing, (series: Advances in Parallel Computing), eds. Manuela Pereira and Mario Freire, IGI Global, pp. 278–298, 2011.
doi: 10.4018/978-1-60566-280-0.ch009

International Journals

Ricardo Nobre, Aleksandar Ilic, Sergio Santander-Jiménez and Leonel Sousa. Retargeting Tensor Accelerators for Epistasis Detection, IEEE Transactions on Parallel and Distributed Systems (TPDS), IEEE, vol. 32, no. 9, pp. 2160-2174, September 2021.
doi: 10.1109/TPDS.2021.3060322

Diogo Marques, Aleksandar Ilic, Zakhar A. Matveev and Leonel Sousa. Application-driven Cache-Aware Roofline Model, Future Generation Computer Systems (FGCS), Elsevier, vol. 107, pp. 257-273, June 2020.
doi: 10.1016/j.future.2020.01.044 | impact factor: 6.125 (2019)

Francisco Gonçalves, Sergio Santander-Jiménez, Leonel Sousa, José M Granado-Criado and Aleksandar Ilic. Parallel Evolutionary Computation for Multiobjective Gene Interaction Analysis, Journal of Computational Science (JOCS), Elsevier, vol. 40, pp. 101068, February 2020.
doi: 10.1016/j.jocs.2019.101068

João Guerreiro, Aleksandar Ilic, Nuno Roma and Pedro Tomás. GPU Static Modeling Using PTX and Deep Structured Learning, IEEE Access, vol. 7, pp. 159150-159161, November 2019.
doi: 10.1109/ACCESS.2019.2951218

Paulo Lopes, Satyendra Singh Yadav, Aleksandar Ilic, and Sarat Kumar Patra. Fast Block Distributed CUDA Implementation of the Hungarian Algorithm, Journal of Parallel and Distributed Computing (JPDS), Elsevier, vol. 130, pp. 50-62, August 2019.
doi: 10.1016/j.jpdc.2019.03.014

Nicolas Denoyelle, Brice Goglin, Aleksandar Ilic, Emmanuel Jeannot and Leonel Sousa. Modeling Non-Uniform Memory Access on Large Compute Nodes with the Cache-Aware Roofline Model, IEEE Transactions on Parallel and Distributed Systems (TPDS), IEEE, vol. 30, n. 6, pp. 1374-1389, June 2019.
doi: 10.1109/TPDS.2018.2883056

João Guerreiro, Aleksandar Ilic, Nuno Roma and Pedro Tomás. Modeling and decoupling the GPU power consumption for cross-domain DVFS, IEEE Transactions on Parallel and Distributed Systems (TPDS), vol. 30, n. 11, pp. 2494-2506, May 2019.
doi: 10.1109/TPDS.2019.2917181

João Guerreiro, Aleksandar Ilic, Nuno Roma and Pedro Tomás. DVFS-Aware Application Classification to improve GPGPUs Energy Efficiency, Parallel Computing (PARCO), Elsevier North-Holland, vol. 83, pp. 93-117, April 2019.
doi: 10.1016/j.parco.2018.02.001

Satyendra Singh Yadav, Paulo Lopes, Aleksandar Ilic, and Sarat Kumar Patra. Hungarian algorithm for subcarrier assignment problem using GPU and CUDA, International Journal of Communication Systems (IJCS), John Wiley & Sons, vol. 32, n. 4, pp. e3884, February 2019.
doi: 10.1002/dac.3884

Biao Wang, Diego Felix de Souza, Mauricio Alvarez-Mesa, Chi Ching Chi, Ben Juurlink, Aleksandar Ilic, Nuno Roma and Leonel Sousa. Highly Parallel HEVC Decoding for Heterogeneous Systems with CPU and GPU, Signal Processing: Image Communication, Elsevier, vol. 62, pp. 93-105, March 2018.
doi: 10.1016/j.image.2017.12.009 | impact factor: 2.244 (2016)

Aleksandar Ilic, Frederico Pratas and Leonel Sousa. Beyond the Roofline: Cache-aware Power and Energy-Efficiency Modeling for Multi-cores, IEEE Transactions on Computers, vol. 66, n. 1, pp. 52-58, January 2017.
doi: 10.1109/TC.2016.2582151 | impact factor: 3.052 (2017)

Diego de Souza, Aleksandar Ilic, Nuno Roma and Leonel Sousa. GHEVC: An Efficient HEVC Decoder for Graphics Processing Units, IEEE Transactions on Multimedia, IEEE, vol. 19, n. 3, pp. 459-474, March 2017.
doi: 10.1109/TMM.2016.2625261 | impact factor: 3.977 (2017)

Krzysztof Rojek, Aleksandar Ilic, Roman Wyrzykowski and Leonel Sousa. Energy-aware Mechanism for Stencil-Based MPDATA Algorithm with Constraints, Concurrency and Computation: Practice and Experience, John Wiley & Sons Inc., vol. 29, n. 8, pp. 4016, April 2017.
doi: 10.1002/cpe.4016

Sergio Santander-Jiménez, Aleksandar Ilic, Leonel Sousa and Miguel A. Vega-Rodríguez. Accelerating the Phylogenetic Parsimony Function on Heterogeneous Systems, Concurrency and Computation: Practice and Experience, John Wiley & Sons Inc., vol. 29, n. 8, pp. 4046, April 2017.
doi: 10.1002/cpe.4046

Biao Wang, Diego Souza, Mauricio Alvarez-Mesa, Chi Ching Chi, Ben Juurlink, Aleksandar Ilic, Nuno Roma and Leonel Sousa. GPU Parallelization of HEVC In-loop Filters, International Journal of Parallel Programming (IJPP), Springer Berlin Heidelberg, vol. 45, n. 6, pp. 1515-1535, December 2017.
doi: 10.1007/s10766-017-0488-z

Diego de Souza, Aleksandar Ilic, Nuno Roma and Leonel Sousa. GPU-assisted HEVC Intra Decoder, Journal of Real-Time Image Processing (JRTIP), Springer Berlin Heidelberg, vol. 12, n. 2, pp. 531-547, August 2016.
doi: 10.1007/s11554-015-0519-1

Aleksandar Ilic, Svetislav Momcilovic, Nuno Roma and Leonel Sousa. Adaptive Scheduling Framework for Real-Time Video Encoding on Heterogeneous Systems, IEEE Transactions on Circuits and Systems for Video Technology, vol. 26, n. 3, pp. 597-611, March 2016.
doi: 10.1109/TCSVT.2015.2402893 | impact factor: 3.599 (2016)

Francisco Gaspar, Luís Taniça, Pedro Tomás, Aleksandar Ilic and Leonel Sousa. A Framework for Application Guided Task Management on Heterogeneous Embedded Systems, ACM Transactions on Architecture and Code Optimization (TACO), ACM, vol. 12, n. 4, pp. 1-25, January 2016.
doi: 10.1145/2835177

Svetislav Momcilovic, Aleksandar Ilic, Nuno Roma and Leonel Sousa. Dynamic Load Balancing for Real-time Video Encoding on Heterogeneous CPU+GPU Systems, IEEE Transactions on Multimedia, vol. 16, n. 1, pp. 108–121, January 2014.
doi: 10.1109/TMM.2013.2284892 | impact factor: 2.303 (2014) | [ PDF ]

Aleksandar Ilic, Frederico Pratas and Leonel Sousa. Cache-aware Roofline model: Upgrading the loft, IEEE Computer Architecture Letters, vol. 13, n. 1, pp. 21-24, January 2014.
doi: 10.1109/L-CA.2013.6 | impact factor: 1.000 (2013) | [ PDF ]

Aleksandar Ilic and Leonel Sousa. CHPS: An Environment for Collaborative Execution on Heterogeneous Desktop Systems, International Journal of Networking and Computing (IJNC), vol. 1, n. 1, pp. 96-113, isbn 2185–2847, January 2011.
url: ijnc.org/index.php/ijnc/article/view/16/13 | [ PDF ]

International Conferences

Rafael Campos, Diogo Marques, Sergio Santander-Jiménez, Leonel Sousa and Aleksandar Ilic. Heterogeneous CPU+iGPU Processing for Efficient Epistasis Detection, In Proceedings of the International European Conference on Parallel and Distributed Computing (Euro-Par'20), Krakow, Poland, Springer, Cham, vol. 12247, pp. 613-628, August 2020.
doi: 10.1007/978-3-030-57675-2_38 | acceptance rate: 24.5% | rank: A

Ricardo Nobre, Aleksandar Ilic, Sergio Santander-Jiménez and Leonel Sousa. Exploring the Binary Precision Capabilities of Tensor Cores for Epistasis Detection, In Proceedings of the International Parallel and Distributed Processing Symposium (IPDPS'20), New Orleans, Louisiana, USA, IEEE, pp. 338-347, May 2020.
doi: 10.1109/IPDPS47924.2020.00043 | best paper nominee | rank: A

Henrique R. A. Freitas, Celso Luiz Mendes and Aleksandar Ilic. Performance Optimization and Scalability Analysis of the MGB Hydrological Model, In Proceedings of the International Conference On High Performance Computing, Data and Analytics (HiPC'20), virtual event, IEEE, December 2020.

Daniel Castro, Paolo Romano, Aleksandar Ilic, Amin M Khan. HeTM: Transactional Memory for Heterogeneous Systems, In Proceedings of the International Conference on Parallel Architectures and Compilation Techniques (PACT'19), Seattle, Washington, USA, IEEE, pp. 232-244, September 2019.
doi: 10.1109/PACT.2019.00026 | acceptance rate: 21% | rank: A

João Guerreiro, Aleksandar Ilic, Nuno Roma and Pedro Tomás. GPGPU Power Modeling for Multi-Domain Voltage-Frequency Scaling, In Proceedings of the International Symposium on High-Performance Computer Architecture (HPCA-24), Vienna, Austria, IEEE, pp. 789-800, February 2018.
doi: 10.1109/HPCA.2018.00072 | acceptance rate: 20.8% | rank: A*

Diogo Marques, Helder Duarte, Aleksandar Ilic, Leonel Sousa, Roman Belenov, Philippe Thierry and Zakhar A. Matveev. Performance Analysis with Cache-Aware Roofline Model in Intel Advisor, In Proceedings of the International Conference on High Performance Computing & Simulation (HPCS'17), Genoa, Italy, IEEE, pp. 898-907, July 2017.
doi: 10.1109/HPCS.2017.150 | tutorial paper (in collaboration with Intel)

André Lopes, Frederico Pratas, Leonel Sousa and Aleksandar Ilic. Exploring GPU performance, power and energy-efficiency bounds with Cache-aware Roofline Modeling, In Proceedings of the International Symposium on Performance Analysis of Systems and Software (ISPASS'17), San Francisco Bay Area, California, USA, IEEE, pp. 259-268, April 2017.
doi: 10.1109/ISPASS.2017.7975297 | acceptance rate: 29.6%

Francisco Gaspar, Luís Taniça, Pedro Tomás, Aleksandar Ilic and Leonel Sousa. A Framework for Application Guided Task Management on Heterogeneous Embedded Systems, In High Performance and Embedded Architecture and Compilation Conference (HiPEAC 2016), Prague, Czech Republic, January 2016.
paper selection done by ACM TACO

Aleksandar Ilic, Frederico Pratas and Leonel Sousa. CARM: Cache-Aware Performance, Power and Energy-Efficiency Roofline Modeling, In Compiler, Architecture and Tools Conference (CATC 2015), Intel, Haifa, Israel, November 2015.

Diego de Souza, Aleksandar Ilic, Nuno Roma and Leonel Sousa. GPU Acceleration of the HEVC Decoder Inter Prediction Module, In Proceedings of the International Symposium on Signal Processing on Graphics Processing Units (GlobalSIP 2015), Orlando, Florida, USA, IEEE, pp. 1245-1249, December 2015.
doi: 10.1109/GlobalSIP.2015.7418397

Diego de Souza, Aleksandar Ilic, Nuno Roma and Leonel Sousa. HEVC In-Loop Filters GPU Parallelization in Embedded Systems, In Proceedings of the International Conference on Embedded Computer Systems: Architectures, Modeling and Simulation (SAMOS 2015), Samos, Greece, IEEE, pp. 123-130, July 2015.
doi: 10.1109/SAMOS.2015.7363667

Diego de Souza, Aleksandar Ilic, Nuno Roma and Leonel Sousa. Towards GPU HEVC Intra Decoding: Seizing Fine-Grain Parallelism, In Proceedings of the IEEE International Conference on Multimedia and Expo (ICME 2015), Torino, Italy, IEEE, pp. 1-6, June 2015.
doi: 10.1109/ICME.2015.7177515 | top 15% of accepted papers

João Guerreiro, Aleksandar Ilic, Nuno Roma and Pedro Tomás. Multi-Kernel Auto-Tuning on GPUs: Performance and Energy-Aware Optimization, In Proceedings of the Euromicro International Conference on Parallel, Distributed, and Network-Based Processing (PDP 2015), Turku, Finland, IEEE, pp. 438–445, March 2015.
doi: 10.1109/PDP.2015.44 | [ PDF ]

Aleksandar Ilic, Svetislav Momcilovic, Nuno Roma and Leonel Sousa. FEVES: Framework for Efficient Parallel Video Encoding on Heterogeneous Systems, In Proceedings of the International Conference on Parallel Processing (ICPP 2014), Minneapolis, MN, USA, IEEE, pp. 20–29, September 2014.
doi: 10.1109/ICPP.2014.11 | acceptance rate: 36% | [ PDF ] | rank: A

Francisco Gaspar, Aleksandar Ilic, Pedro Tomás and Leonel Sousa. Performance-aware Task Management and Frequency Scaling in Embedded Systems, In Proceedings of the International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD 2014), Paris, France, IEEE, pp. 65-72, October 2014.
doi: 10.1109/SBAC-PAD.2014.14 | acceptance rate: 32.6% | [ PDF ]

Svetislav Momcilovic, Aleksandar Ilic, Nuno Roma and Leonel Sousa. Collaborative Inter-Prediction on CPU+GPU Systems, In Proceedings of the International Conference on Image Processing (ICIP 2014), Paris, France, pp. 1228-1232, October 2014.
doi: 10.1109/ICIP.2014.7025245 | [ PDF ]

Diogo Antão, Luís Taniça, Aleksandar Ilic, Frederico Pratas, Pedro Tomás and Leonel Sousa. Monitoring Performance and Power for Application Characterization with Cache-aware Roofline Model, In Proceedings of the International Conference on Parallel Processing and Applied Mathematics (PPAM 2013), Warsaw, Poland, Springer Berlin Heidelberg, v. 8384/5, pp. 693–703, September 2013.
doi: 10.1007/978-3-642-55224-3_70 | [ PDF ]

João Colaço, Adrian Matoga, Aleksandar Ilic, Nuno Roma, Pedro Tomás and Ricardo Chaves. Transparent application acceleration by intelligent scheduling of shared library calls on heterogeneous systems, In Proceedings of the International Conference on Parallel Processing and Applied Mathematics (PPAM 2013), Warsaw, Poland, Springer Berlin Heidelberg, v. 8384/5, pp. 693–703, September 2013.
doi: 10.1007/978-3-642-55224-3_65 | [ PDF ]

David Clarke, Aleksandar Ilic, Alexey Lastovetsky and Leonel Sousa. Hierarchical Partitioning Algorithm for Scientific Computing on Highly Heterogeneous CPU + GPU Clusters, In Proceedings of the International European Conference on Parallel and Distributed Computing (Euro-Par 2012), Rhodes, Greece, Springer Berlin Heidelberg, v. 7484, pp. 489–501, August 2012.
doi: 10.1007/978-3-642-32820-6_49 | acceptance rate: 32.9% | [ PDF ] | rank: A

Aleksandar Ilic and Leonel Sousa. Simultaneous Multi-Level Divisible Load Balancing for Heterogeneous Desktop Systems, In Proceedings of the International Symposium on Parallel and Distributed Processing with Applications (HAC/ISPA 2012), Madrid, Spain, IEEE, pp. 683–690, July 2012.
doi: 10.1109/ISPA.2012.101 | [ PDF ]

Aleksandar Ilic and Leonel Sousa. On Realistic Divisible Load Scheduling in Highly Heterogeneous Distributed Systems, In Proceedings of the Euromicro International Conference on Parallel, Distributed and Network-Based Computing (PDP 2012) (Special Session on GPU Computing and Hybrid Computing), Garching, Germany, IEEE, pp. 426–433, February 2012.
doi: 10.1109/PDP.2012.56 | acceptance rate: 34% | [ PDF ]

Aleksandar Ilic, Frederico Pratas and Leonel Sousa. Distributed Web-based Platform for Computer Architecture Simulation, In Proceedings of the International Symposium on Parallel and Distributed Computing (ISPDC 2008), Krakow, Poland, IEEE, pp. 317–324, May 2008.
doi: 110.1109/ISPDC.2008.39 | [ PDF ]

International Workshops

Ricardo Nobre, Sergio Santander-Jiménez, Leonel Sousa and Aleksandar Ilic. Accelerating 3-way Epistasis Detection with CPU+GPU processing, In Proceedings of the IInternational Workshop on Job Scheduling Strategies for Parallel Processing (JSSPP, collocated with IPDPS'20), New Orleans, USA, Springer, vol. 12326, pp. 106-126, May 2020.
doi: 10.1007/978-3-030-63171-0_6 | rank: B

Estefania Serrano, Aleksandar Ilic, Leonel Sousa, Javier Garcia Blas and Jesus Carretero. Cache-aware Roofline Model and Medical Imaging Optimization, In Proceedings of the Workshop on Sustainable Ultrascale Computing Systems (NESUS, collocated with ISC High Performance 2018), Frankfurt, Germany, Springer, Cham, vol. 11203, pp. 509-526, June 2018.
doi: 10.1007/978-3-030-02465-9_36

Alexandre Vieira, Frederico Pratas, Leonel Sousa and Aleksandar Ilic. Accelerating CNN computation: Quantisation tuning and network resizing, In Proceedings of the Workshop on AutotuniNg and aDaptivity AppRoaches for Energy efficient HPC Systems (ANDARE, co-located with PACT'18), Limassol, Cyprus, ACM, pp. 232-244, November 2018.
doi: 10.1145/3295816.3295820

Nicolas Denoyelle, Brice Goglin, Aleksandar Ilic, Emmanuel Jeannot and Leonel Sousa. Modeling Large Compute Nodes with Heterogeneous Memories in the Cache-Aware Roofline Model, In Proceedings of the International Workshop on Performance Modeling, Benchmarking and Simulation of High Performance Computer Systems (PMBS), as part of SC'17, Denver, CO, USA, Springer, Cham, pp. 91-113, November 2017.
doi: 10.1007/978-3-319-72971-8_5 | acceptance rate: 34%

David Pereira, Aleksandar Ilic and Leonel Sousa. On Boosting Energy-Efficiency of Heterogeneous Embedded Systems via Game Theory, In Proceedings of the International PARMA-DITAM Workshop (co-located with HiPEAC'17), Stockholm, Sweden, ACM, pp. 19-24, January 2017.
doi: 10.1145/3029580.3029584

Nicolas Denoyelle, Aleksandar Ilic, Brice Goglin, Leonel Sousa and Emmanuel Jeannot. Automatic Cache Aware Roofline Model Building and Validation Using Topology Detection, In Proceedings of the Network for Sustainable Ultrascale Computing (NESUS) Workshop, Sofia, Bulgaria, October 2016.
url: nesus.eu/third-nesus-action-workshop

Biao Wang, Mauricio Alvarez-Mesa, Chi Chi, Ben Juurlink, Diego Souza, Aleksandar Ilic, Nuno Roma and Leonel Sousa. Efficient HEVC Decoder for Heterogeneous CPU with GPU Systems, In Proceedings of the International Workshop on Multimedia Signal Processing (MMSP 2016), Montreal, Canada, IEEE, pp. 1-6, September 2016
doi: 10.1109/MMSP.2016.7813353

João Guerreiro, Aleksandar Ilic, Nuno Roma and Pedro Tomás. Performance and Power-Aware Classification for Frequency Scaling of GPGPU Applications, In Proceedings of the International Workshop on Algorithms, Models and Tools for Parallel Computing on Heterogeneous Platforms (HeteroPar/Euro-Par 2016), Grenoble, France, Springer International Publishing, pp. 134-146, August 2016
doi: 10.1007/978-3-319-58943-5_11

Francisco Gaspar, Luís Taniça, Pedro Tomás, Aleksandar Ilic and Leonel Sousa. Attaining Performance Fairness in big.LITTLE systems, In Proceedings of the Workshop on Intelligent Solutions in Embedded Systems (WISES 2015), Ancona, Italy, IEEE, pp. 67-72, October 2015.
isbn: 978-8-8875-4808-2

Svetislav Momcilovic, Aleksandar Ilic, Nuno Roma and Leonel Sousa. Efficient Parallel Video Encoding on Heterogeneous Systems, In Proceedings of the Network for Sustainable Ultrascale Computing Workshop (NESUS 2014), Oporto, Portugal, October 2014.
[ PDF ]

Luís Taniça, Aleksandar Ilic, Pedro Tomás and Leonel Sousa. SchedMon: A Performance and Energy Monitoring Tool for Modern Multi-cores, In Proceedings of the International Workshop on Multi/Many-Core Computing Systems (MuCoCoS/Euro-Par 2014), Porto, Portugal, Springer International Publishing, v. 8806, pp. 230-241, August 2014.
doi: 10.1007/978-3-319-14313-2_20 | [ PDF ]

Aleksandar Ilic and Leonel Sousa. Scheduling Divisible Loads on Heterogeneous Desktop Systems with Limited Memory, In Proceedings of the International Workshop on Algorithms, Models and Tools for Parallel Computing on Heterogeneous Platforms (HeteroPar/Euro-Par 2011), Bordeaux, France, Springer Berlin Heidelberg, v. 7155, pp. 491–501, August 2011.
doi: 10.1007/978-3-642-29737-3_54 | [ PDF ]

Aleksandar Ilic and Leonel Sousa. Collaborative Execution Environment for Heterogeneous Parallel Systems, In Proceedings of the International Workshop on Advances in Parallel and Distributed Computational Models (APDCM/IPDPS 2010), Atlanta, GA, USA, IEEE, pp. 1–8, January 2010.
doi: 10.1109/IPDPSW.2010.5470835 | [ PDF ]

National Conferences / Workshops

Diego F. de Souza, Aleksandar Ilic, Nuno Roma and Leonel Sousa. GPU-accelerated HEVC Sample Adaptive Offset, In Sistemas Embebidos e de Tempo Real (SETR) Workshop, Simpósio de Informática (INForum'16), Lisbon, Portugal, September 2016.
communication and poster

Diogo Prata, Ricardo Chaves and Aleksandar Ilic. Secure External Memory on Embedded Devices, In Proceedings of the XII Jornadas sobre Sistemas Reconfiguráveis (REC 2016), Universidade de Trás-os-Montes e Alto Douro, Portugal, Jun 2016.

Sergio Santander-Jiménez, Aleksandar Ilic, Leonel Sousa and Miguel A. Vega-Rodríguez. Usando GPUs para Acelerar Reconstrucciones Filogenéticas bajo el Criterio de Parsimonia, In Proceedings of the XXVI Jornadas de Paralelismo (JP 2015), Córdoba, Spain, pp. 38-44, ISBN: 978-84-16017-52-2, September 2015.
url: jornadassarteco.org/.../?anyo=2015&simposio=jp2015

Aleksandar Ilic, Tiago Moita, Carlos B. Almeida and Marcelino B. dos Santos. Test Scheduler: A Design Based Tool for Test Automation, In Proceedings of the Conference on Design of Circuits and Integrated systems (DCIS 2011), Albufeira, Portugal, November 2011.
url: inesc-id.pt/ficheiros/publicacoes/7690.pdf | [ PDF ]

Frederico Pratas, Aleksandar Ilic, Leonel Sousa and Horácio C. Neto. Double-precision Floating-point Performance of Computational Devices: FPGAs, CPUs, and GPUs, In Proceedings of the VI Jornadas sobre Sistemas Reconfiguráveis (REC 2010), Aveiro, Portugal, pp. 83-90, February 2010. [ PDF ]

Theses, Posters, Technical Reports and Other Publications

Biao Wang, Diego Felix de Souza, Mauricio Alvarez-Mesa, Chi Ching Chi, Ben Juurlink, Aleksandar Ilic, Nuno Roma and Leonel Sousa. Highly Parallel HEVC Decoding for Heterogeneous Systems with CPU and GPU - Research Data, FG Architektur eingebetteter Systeme, November 2018.
doi: 10.14279/depositonce-7539 | generic research data

Diogo Marques, Aleksandar Ilic, and Leonel Sousa. Analyzing Application Performance with Cache-aware Roofline Model, In Proceedings of the International Summer School on Advanced Computer Architecture and Compilation for Embedded Systems (ACACES/HiPEAC 2018), Fuigi, Italy, July 2018.
proceedings and poster

Diogo Marques, Helder Duarte, Leonel Sousa and Aleksandar Ilic. Analyzing Performance of Multi-cores and Applications with Cache-aware Roofline Model, In Special Session on High Performance Computing for Application Benchmarking and Optimization (HPBench'17), International Conference on High Performance Computing & Simulation (HPCS'17), Genoa, Italy, IEEE, pp. 933-934, July 2017.
doi: 10.1109/HPCS.2017.158 | extended abstract

Aleksandar Ilic, Frederico Pratas and Leonel Sousa. Beyond the Roofline: Cache-aware Power and Energy-Efficiency Modeling for Multi-cores, IEEE Transactions on Computers, supplementary material, June 2016.
url: ieeexplore.ieee.org/document/7493653/media

Aleksandar Ilic, Frederico Pratas and Leonel Sousa. Insightful Cache-aware Performance, Power and Efficiency Modeling for Multi-core Architectures, Technical Report, INESC-ID, February 2016.

Diego F. de Souza, Aleksandar Ilic, Nuno Roma and Leonel Sousa. GPU parallelization of the HEVC sample adaptive offset, In Proceedings of the International Summer School on Advanced Computer Architecture and Compilation for Embedded Systems (ACACES/HiPEAC 2015), Fuigi, Italy, July 2015.
proceedings and poster

Aleksandar Ilic. Heterogeneous Systems: Load Balancing and Performance Modeling, Ph.D. Thesis, Instituto Superior Técnico, Universidade de Lisboa, Lisbon, Portugal, February 2014.

Aleksandar Ilic, Svetislav Momcilovic and Leonel Sousa. Scheduling and Load Balancing for Multi-module Applications on Heterogeneous Systems, Technical Report, INESC-ID, February 2014. [ PDF ]

Svetislav Momcilovic, Aleksandar Ilic, Nuno Roma and Leonel Sousa. Advanced Video Coding on CPUs and GPUs: Parallelization and RD Analysis, Technical Report, INESC-ID, February 2013. [ PDF ]

Jelena Milosevic, Aleksandar Ilic, Ana Simões, Rita Bento, António Gago and Mário Lopes. FUNDEC: A Successful Experience in Academic Engagement in Civil Engineering, In Proceedings of the International Conference on Technology Transfer (ICTT 2013), Niš, Serbia, June 2013.
url: knowts.elfak.ni.ac.rs/ictt-2013/../ictt2013_proceedings.pdf | EU Tempus KNOWTS project publication

Aurélia Constantino, Aleksandar Ilic, Svetislav Momcilovic and Leonel Sousa. Practical Approach for Research-Based Start-ups Formation: INESC-ID Case Study, In Proceedings of the International Conference on Technology Transfer (ICTT 2013), Niš, Serbia, June 2013.
url: knowts.elfak.ni.ac.rs/ictt-2013/../ictt2013_proceedings.pdf | EU Tempus KNOWTS project publication

Svetislav Momcilovic, Jose Germano, Aleksandar Ilic and Leonel Sousa. A Case study of Technology Push and Market Pull Strategies: Magnomics Start-up and Livedrive Spin-off, In Proceedings of the International Conference on Technology Transfer (ICTT 2013), Niš, Serbia, June 2013.
url: knowts.elfak.ni.ac.rs/ictt-2013/../ictt2013_proceedings.pdf | EU Tempus KNOWTS project publication

Aleksandar Ilic and Leonel Sousa. A distributed platform for large scale simulation and classification, In Proceedings of the International Summer School on Advanced Computer Architecture and Compilation for Embedded Systems (ACACES/HiPEAC 2008), L'Aquila, Italy, May 2008.
proceedings and poster

Aleksandar Ilic. Speculative Tomasulo-based Processor Design, M.Sc. Thesis, Faculty of Electrical Engeneering, University of Niš, Serbia, September 2007.

Open Source Software

LARM: Locality Aware Roofline Model Construction Tool, Nicolas Denoyelle, Brice Goglin, Aleksandar Ilic, Emmanuel Jeannot, Leonel Sousa. INRIA Bordeaux/INESC-ID, February 2019.
available at Locality Aware Roofline Model

SchedMon: An Open Source Software Tool for Accurate Performance and Energy Monitoring in Modern Multi-cores, Luís Taniça, Aleksandar Ilic, Pedro Tomás and Leonel Sousa. SiPS Group, INESC-ID, August 2014.
available at sips.inesc-id.pt/tools/schedmon/

EnerMon: An Open Source Software Tool for Energy Monitoring in Intel Micro-architectures, Luís Taniça, Aleksandar Ilic, Pedro Tomás and Leonel Sousa. SiPS Group, INESC-ID, August 2014.
available at sips.inesc-id.pt/tools/enermon/

Invited Talks, Tutorials and Keynotes

Aleksandar Ilic, Diogo Marques, Rafael Campos, Sergio Santander-Jiménez, Ricardo Nobre, Leonel Sousa. Rooflining Bioinformatics: Boosting Epistasis Detection with Cache-aware Roofline Model, in Intel oneAPI Developer Summit, virtual event, November 2020.
url: oneapi.com/events/devcon2020

Joe Curley, with guest appearance of Aleksandar Ilic. oneAPI Vision for Heterogeneous Compute, in Intel oneAPI Developer Summit, keynote, virtual event, November 2020.
url: oneapi.com/events/devcon2020 | invited guest appearance at intel keynote highlighting our research achievements

Samuel W. Williams, Aleksandar Ilic, Zakhar Matveev, Max Katz, JaeHyuk Kwack, Charlene Yang, Colleen Bertoni, Khaled Ibrahim (in collaboration with Intel®, NVIDIA and LBNL). Performance Tuning with the Roofline Model on GPUs and CPUs, in International Conference for High Performance Computing, Networking, Storage and Analysis (SC), Tutorial, virtual event, November 2020.
url: sc20.supercomputing.org

Aleksandar Ilic, Diogo Marques, Rafael Campos, Sergio Santander-Jiménez, Leonel Sousa. Cache-Aware Roofline Model: Performance, Power and Energy-Efficiency, in Intel eXtreme Performance User Group conference (IXPUG), Tutorial, virtual event, October 2020.
url: ixpug-2020

Samuel W. Williams, Charlene Yang, Aleksandar Ilic, Kirill Rogozhin (in collaboration with Intel® and LBNL). Performance Tuning with the Roofline Model on GPUs and CPUs, in International Conference for High Performance Computing, Networking, Storage and Analysis (SC), Tutorial, Denver, CO, USA, November 2019.
url: sc19.supercomputing.org

Aleksandar Ilic, Diogo Marques, Leonel Sousa. Cache-Aware Roofline Model: Uncovering micro-architecture upper-bounds, in Fifth Workshop on Programming Abstractions for Data Locality (PADAL'19), Bordeaux, France, September 2019.
url: padal-workshop'19

Charlene Yang, Aleksandar Ilic, Zakhar Matveev, Diogo Marques (in collaboration with Intel® and LBNL). Performance Optimization of Scientific Codes with the Roofline Model, in ISC High Performance (ISC-HPC'19), Tutorial, Frankfurt, Germany, June 2019.
url: isc-hpc tutorial'19

Diogo Marques, Aleksandar Ilic, Leonel Sousa, Zakhar Matveev (in collaboration with Intel®). Roofline Model Based Optimization Guidance and Tuning for Modern CPUs, in Intel Developer Connect 2019, Tutorial, Frankfurt, Germany, June 2019.
url: newsroom.intel.com

Leonel Sousa, Aleksandar Ilic, and Frederico Pratas (in collaboration with Intel®). Cache-aware Roofline Model: Performance, Power and Energy-Efficiency Modeling of Parallel Processors, in International Symposium on Performance Analysis of Systems and Software (ISPASS), Tutorial, Belfast, Northern Ireland, UK, April 2018.
url: CARM@ISPASS'18

Tuomas S. Koskela, Aleksandar Ilic, Zakhar A. Matveev, Roman Belenov, Charlene J. Yang and Leonel Sousa. A Practical Approach to Application Performance tuning with the Roofline Model, ISC High Performance 2018, Tutorial, Frankfurt, Germany, June 2018..
url: isc-hpc tutorial'18

Aleksandar Ilic, Leonel Sousa and Frederico Pratas (in collaboration with Intel®). Cache-aware Roofline Model: Performance, Power and Energy-Efficiency Modeling of Parallel Processors, in International Conference on Parallel Architectures and Compilation Techniques (PACT'18), Tutorial, Limassol, Cyprus, November 2018.

Samuel W. Williams, Aleksandar Ilic, Zakhar Matveev and Charlene Yang (in collaboration with Intel® and LBNL). Performance Tuning of Scientific Codes with the Roofline Model, in International Conference for High Performance Computing, Networking, Storage and Analysis (SC), Tutorial, Dallas, TX, USA, November 2018.
url: sc18.supercomputing.org

Aleksandar Ilic, Samuel W. Williams and Zakhar Matveev (in collaboration with Intel® and LBNL). Performance Tuning with Cache-aware Roofline Model in Intel® Advisor, in Intel Speakership at SC'18, Tutorial, Dallas, TX, USA, November 2018.

Tuomas S. Koskela, Aleksandar Ilic, Zakhar A. Matveev, Samuel W. Williams and Philippe Thierry (in collaboration with Intel® and LBNL). Performance Tuning of Scientific Codes with the Roofline Model, in International Conference for High Performance Computing, Networking, Storage and Analysis (SC), Tutorial, Denver, CO, USA, November 2017.
url: CARM@SC'17

Carlos Rosales, Dmitry Prohorov, Zakhar Matveev, and Aleksandar Ilic. Tuning for the Intel® Xeon® Scalable Processor (Code Named Skylake), in Intel® HPC Developer Conference, Tutorial, Denver, CO, USA, November 2017. (in collaboration with Intel®)
url: CARM@IntelHPCDev'17

Aleksandar Ilic, Leonel Sousa and Frederico Pratas (in collaboration with Intel®). Cache-aware Roofline Model: Performance, Power and Energy-Efficiency Modeling of Multi-Cores, in High Performance and Embedded Architecture and Compilation Conference (HiPEAC), Tutorial, Stockholm, Sweden, January 2017.
url: CARM@HiPEAC'17

Aleksandar Ilic, Leonel Sousa and Frederico Pratas (in collaboration with Intel®). Cache-aware Roofline Model: Performance, Power and Energy-Efficiency Modeling of Multi-Cores, in NESUS Winter School and PhD Symposium, Tutorial, Vibo Valentia, Calabria, Italy, February 2017.
url: CARM@Nesus'17

Aleksandar Ilic, and Leonel Sousa (in collaboration with Intel®). Cache-aware Roofline Model: Performance, Power and Energy-Efficiency Modeling of Parallel Processors, in International Conference on High Performance Computing & Simulation (HPCS), Tutorial, Genoa, Italy, July 2017.
url: CARM@HPCS'17

Diogo Marques, Helder Duarte, Leonel Sousa and Aleksandar Ilic. Analyzing Performance of Multi-cores and Applications with Cache-aware Roofline Model, in Special Session on High Performance Computing for Application Benchmarking and Optimization (HPBench'17), International Conference on High Performance Computing & Simulation (HPCS'17), Genoa, Italy, July 2017.
url: HPCS'17 | invited talk

Aleksandar Ilic, Frederico Pratas and Leonel Sousa. Cache-Aware Roofline Model: Performance, Power and Energy-Efficiency, in Avancées sur les modèles de performance pour les nouvelles architectures HPC (Seminaire Exceptionnel), CMLA, ENS Cachan, Université Paris-Saclay, France, November 2015.
url: teratec.eu/.../Annonce_Sem_Intel_HP.pdf

Aleksandar Ilic, Frederico Pratas and Leonel Sousa. Cache-aware Roofline Model: Upgrading the Loft, In Joint European COST IC0804/IC0805 Meeting, Madrid, Spain, April 2013.

Aleksandar Ilic, Frederico Pratas and Leonel Sousa. Multicores: Performance, Power and Energy Modeling, In Joint European COST IC0804/IC0805 Meeting, La Laguna, Spain, February 2013.
url: vega.deioc.ull.es/../ilic_fcpp_las_cost.pdf

Aleksandar Ilic, David Clarke, Alexey Lastovetsky and Leonel Sousa. Towards Realistic Divisible Load Scheduling for Highly Heterogeneous Systems with Limited Memory, In 3rd Workshop of Open Network for High-Performance Computing on Complex Environments (European COST IC0805), Genoa, Italy, April 2012.
url: complexhpc.org/wiki/start?&#april_2012