Context-Aware Diffusion for Telemetry Time Series with Permutation-Stable Feature Modeling (Student Abstract).

Daniele Cesarini https://dl.acm.org/profile/99658714119 https://orcid.org/0000-0003-1294-372X https://www.wikidata.org/entity/Q130932841 Giovanni B. Esposito Daniele Cesarini Andrea Bartolini Context-Aware Diffusion for Telemetry Time Series with Permutation-Stable Feature Modeling (Student Abstract). 41206-41208 2026 AAAI https://doi.org/10.1609/aaai.v40i48.42215 conf/aaai/2026 db/conf/aaai/aaai2026.html#EspositoCB26 Giovanni B. Esposito Francesco Antici Daniele Cesarini Andrea Bartolini SeT-Diff: Towards Semantic Foundation Models for HPC Telemetry and Time-Series. 109-112 2026 CF https://doi.org/10.1145/3801487.3806064 conf/cf/2026 db/conf/cf/cf2026.html#EspositoACB26 Alberto Guarnieri Filippo Barbari Federico Ficarelli Daniele Cesarini Candida Manelfi Andrea Rosario Beccari Towards Portable High-throughput Conformer Generation for Drug Discovery on Heterogeneous HPC Platforms. 13:1-13:2 2026 IWOCL https://doi.org/10.1145/3811257.3811266 conf/iwocl/2026 db/conf/iwocl/iwocl2026.html#GuarnieriBFCMB26 Hiari Pizzini Cavagna Andrea Proia Giacomo Madella Giovanni Battista Esposito Francesco Antici Daniele Cesarini Zeynep Kiziltan Andrea Bartolini SweetSpot: An Analytical Model for Predicting Energy Efficiency of LLM Inference. 83-95 2026 ICPE https://doi.org/10.1145/3777884.3797011 conf/wosp/2026 db/conf/wosp/icpe2026.html#CavagnaPMEACKB26 Hiari Pizzini Cavagna Andrea Proia Giacomo Madella Giovanni B. Esposito Francesco Antici Daniele Cesarini Andrea Bartolini Zeynep Kiziltan LLM Inference Energy Efficiency Benchmark Dataset. Zenodo 2026 February https://doi.org/10.5281/zenodo.18714476 streams/repo/zenodo

Hiari Pizzini Cavagna Andrea Proia Giacomo Madella Giovanni B. Esposito Francesco Antici Daniele Cesarini Zeynep Kiziltan Andrea Bartolini SweetSpot: An Analytical Model for Predicting Energy Efficiency of LLM Inference. 2026 February abs/2602.05695 CoRR https://doi.org/10.48550/arXiv.2602.05695 db/journals/corr/corr2602.html#abs-2602-05695 streams/journals/corr

Giovanni Agosta Enrico Bini Davide Baroffio Carlo Brandolese Michele Castrovilli Daniele Cattaneo 0002 Daniele Cesarini William Fornaciari Andrea Galimberti Alberto Garfagnini Arsenii Gavrikov Francesco Iannone Marco Lapegna Tomas Antonio López Gabriele Magnani Gabriele Mencagli Cecilia Metra Martin Eugenio Omana Filippo Palombi Federico Reghenzani Josie E. Rodriguez Condia A. Serafini Matteo Sonza Reorda Davide Zoni Giuseppe Zummo Non-Functional Properties in HPC Systems: Design Exploration of Energy, Power, and Reliability. 242-251 2025 DSD https://doi.org/10.1109/DSD67783.2025.00043 conf/dsd/2025 db/conf/dsd/dsd2025.html#AgostaBBBCCCFGGGILLMMMO25 streams/conf/dsd Giovanni Agosta Marco Aldinucci Andrea Bartolini Laura Bellentani Andrea Biagioni Daniele Cesarini Carlotta Chiarini Iacopo Colonnelli Pietro Delugas Lev Denisov Ottorino Frezza Marco Grangetto Francesca Lo Cicero Alessandro Lonardo Michele Martinelli Andrea Maslov Mauro Olivieri Pierpaolo Perticaroli Luca Pontisso Cristian Rossi Davide Rossi 0001 Sergio Saponara Antonio Sciarappa Francesco Simula Matteo Sonza Reorda Massimo Torquati Piero Vicini Towards RISC-V-based HPC: The Italian Pathfinding Activities in the DARE-SGA1 Project. 360-367 2025 DSD https://doi.org/10.1109/DSD67783.2025.00057 conf/dsd/2025 db/conf/dsd/dsd2025.html#AgostaABBBCCCDDFGCLMMOP25 streams/conf/dsd Hiari Pizzini Cavagna Daniele Cesarini Andrea Bartolini Assessing Tenstorrent's RISC-V MatMul Acceleration Capabilities. 123-134 2025 ISC High Performance https://doi.org/10.1007/978-3-032-07612-0_10 conf/supercomputer/2025w db/conf/supercomputer/isc2025w.html#CavagnaCB25 streams/conf/supercomputer

Emanuele Venieri Simone Manoni Giacomo Madella Federico Ficarelli Daniele Gregori Daniele Cesarini Luca Benini Andrea Bartolini Monte Cimone v2: Down the Road of RISC-V High-Performance Computers. 2025 March abs/2503.18543 CoRR https://doi.org/10.48550/arXiv.2503.18543 db/journals/corr/corr2503.html#abs-2503-18543 streams/journals/corr

Hiari Pizzini Cavagna Daniele Cesarini Andrea Bartolini Assessing Tenstorrent's RISC-V MatMul Acceleration Capabilities. 2025 May abs/2505.06085 CoRR https://doi.org/10.48550/arXiv.2505.06085 db/journals/corr/corr2505.html#abs-2505-06085 streams/journals/corr

Martin Molan Mohsen Seyedkazemi Ardebili Junaid Ahmed Khan Francesco Beneventi Daniele Cesarini Andrea Borghesi Andrea Bartolini GRAAFE: GRaph Anomaly Anticipation Framework for Exascale HPC systems. 644-653 2024 160 Future Gener. Comput. Syst. https://doi.org/10.1016/j.future.2024.06.032 db/journals/fgcs/fgcs160.html#MolanAKBCBB24 streams/journals/fgcs

Filippo Barbari Federico Ficarelli Daniele Cesarini High-throughput drug discovery on the Fujitsu A64FX architecture. 17-23 2024 HPC Asia Workshops https://doi.org/10.1145/3636480.3637095 conf/hpcasia/2024w db/conf/hpcasia/hpcasia2024w.html#BarbariFC24 Lorenzo Pichetti Daniele De Sensi Karthee Sivalingam Stepan Nassyr Daniele Cesarini Matteo Turisini Dirk Pleiter Aldo Artigiani Flavio Vella Benchmarking Ethernet Interconnect for HPC/AI workloads. 869-875 2024 SC Workshops https://doi.org/10.1109/SCW63240.2024.00124 conf/sc/2024w db/conf/sc/sc2024w.html#PichettiSSNCTPA24 Daniele De Sensi Lorenzo Pichetti Flavio Vella Tiziano De Matteis Zebin Ren Luigi Fusco Matteo Turisini Daniele Cesarini Kurt Lust Animesh Trivedi Duncan Roweth Filippo Spiga Salvatore Di Girolamo Torsten Hoefler Exploring GPU-to-GPU Communication: Insights into Supercomputer Interconnects. 33 2024 SC https://doi.org/10.1109/SC41406.2024.00039 https://dl.acm.org/doi/10.1109/SC41406.2024.00039 conf/sc/2024 db/conf/sc/sc2024.html#SensiPVMRFTCLTR24

Daniele De Sensi Lorenzo Pichetti Flavio Vella Tiziano De Matteis Zebin Ren Luigi Fusco Matteo Turisini Daniele Cesarini Kurt Lust Animesh Trivedi Duncan Roweth Filippo Spiga Salvatore Di Girolamo Torsten Hoefler Exploring GPU-to-GPU Communication: Insights into Supercomputer Interconnects. 2024 abs/2408.14090 CoRR https://doi.org/10.48550/arXiv.2408.14090 db/journals/corr/corr2408.html#abs-2408-14090 streams/journals/corr

Martin Molan Andrea Borghesi Daniele Cesarini Luca Benini Andrea Bartolini RUAD: Unsupervised anomaly detection in HPC systems. 542-554 2023 April 141 Future Gener. Comput. Syst. https://doi.org/10.1016/j.future.2022.12.001 db/journals/fgcs/fgcs141.html#MolanBCBB23

William Fornaciari Federico Reghenzani Federico Terraneo Davide Baroffio Cecilia Metra Martin Omaña 0001 Josie E. Rodriguez Condia Matteo Sonza Reorda Robert Birke Iacopo Colonnelli Gianluca Mittone Marco Aldinucci Gabriele Mencagli Francesco Iannone Filippo Palombi Giuseppe Zummo Daniele Cesarini Federico Tesser RISC-V-Based Platforms for HPC: Analyzing Non-functional Properties for Future HPC and Big-Data Clusters. 395-410 2023 SAMOS https://doi.org/10.1007/978-3-031-46077-7_26 conf/samos/2023 db/conf/samos/samos2023.html#FornaciariRTBMOCRBCMAMIPZCT23 Kaijie Fan Marco D'Antonio Lorenzo Carpentieri Biagio Cosenza Federico Ficarelli Daniele Cesarini SYnergy: Fine-grained Energy-Efficient Heterogeneous Computing for Scalable Energy Saving. 69:1-69:13 2023 SC https://doi.org/10.1145/3581784.3607055 conf/sc/2023 db/conf/sc/sc2023.html#FanDCCFC23 Lorenzo Carpentieri Marco D'Antonio Kaijie Fan Luigi Crisci Biagio Cosenza Federico Ficarelli Daniele Cesarini Gianmarco Accordi Davide Gadioli Gianluca Palermo Peter Thoman Philip Salzmann Philipp Gschwandtner Markus Wippler Filippo Marchetti Daniele Gregori Andrea Rosario Beccari Domain-Specific Energy Modeling for Drug Discovery and Magnetohydrodynamics Applications. 1789-1800 2023 SC Workshops https://doi.org/10.1145/3624062.3624261 https://www.wikidata.org/entity/Q130932846 conf/sc/2023w db/conf/sc/sc2023w.html#CarpentieriDFCC23 Federico Ficarelli Andrea Bartolini Emanuele Parisi Francesco Beneventi Francesco Barchi Daniele Gregori Fabrizio Magugliani Marco Cicala Cosimo Gianfreda Daniele Cesarini Andrea Acquaviva Luca Benini Meet Monte Cimone: exploring RISC-V high performance compute clusters. 207-208 2022 CF https://doi.org/10.1145/3528416.3530869 conf/cf/2022 db/conf/cf/cf2022.html#FicarelliBPBBGM22 Andrea Bartolini Federico Ficarelli Emanuele Parisi Francesco Beneventi Francesco Barchi Daniele Gregori Fabrizio Magugliani Marco Cicala Cosimo Gianfreda Daniele Cesarini Andrea Acquaviva Luca Benini Monte Cimone: Paving the Road for the First Generation of RISC-V High-Performance Computers. 1-6 2022 SOCC https://doi.org/10.1109/SOCC56010.2022.9908096 conf/socc/2022 db/conf/socc/socc2022.html#BartoliniFPBBGM22

Andrea Bartolini Federico Ficarelli Emanuele Parisi Francesco Beneventi Francesco Barchi Daniele Gregori Fabrizio Magugliani Marco Cicala Cosimo Gianfreda Daniele Cesarini Andrea Acquaviva Luca Benini Monte Cimone: Paving the Road for the First Generation of RISC-V High-Performance Computers. 2022 abs/2205.03725 CoRR https://doi.org/10.48550/arXiv.2205.03725 db/journals/corr/corr2205.html#abs-2205-03725

Martin Molan Andrea Borghesi Daniele Cesarini Luca Benini Andrea Bartolini RUAD: unsupervised anomaly detection in HPC systems. 2022 abs/2208.13169 CoRR https://doi.org/10.48550/arXiv.2208.13169 db/journals/corr/corr2208.html#abs-2208-13169

Daniele Cesarini Andrea Bartolini Pietro Bonfà Carlo Cavazzoni Luca Benini COUNTDOWN: A Run-Time Library for Performance-Neutral Energy Saving in MPI Applications. 682-695 2021 70 IEEE Trans. Computers 5 https://doi.org/10.1109/TC.2020.2995269 db/journals/tc/tc70.html#CesariniBBCB21

Daniele Cesarini Andrea Bartolini Andrea Borghesi Carlo Cavazzoni Mathieu Luisier Luca Benini Countdown Slack: A Run-Time Library to Reduce Energy Footprint in Large-Scale MPI Applications. 2696-2709 2020 31 IEEE Trans. Parallel Distributed Syst. 11 https://doi.org/10.1109/TPDS.2020.3000418 db/journals/tpds/tpds31.html#CesariniBBCLB20

Daniele Cesarini Power and Thermal Management Runtimes for HPC Applications in the Era of Exascale Computing. 2019 University of Bologna, Italy https://amsdottorato.unibo.it/id/eprint/8983/ https://amsdottorato.unibo.it/id/eprint/8983/1/phd_thesis_cesarini.pdf https://www.base-search.net/Record/43643fccb78482e88f71fcd842ca4aaccef057d2aa04ace3f01de78069a6c01f base-search.net (ftunivbologntesi:oai:amsdottorato.cib.unibo.it:8983)

Cristina Silvano Giovanni Agosta Andrea Bartolini Andrea Rosario Beccari Luca Benini Loïc Besnard João Bispo Radim Cmar João M. P. Cardoso Carlo Cavazzoni Daniele Cesarini Stefano Cherubin Federico Ficarelli Davide Gadioli Martin Golasowski Antonio Libri Jan Martinovic Gianluca Palermo Emanuele Vitali The ANTAREX domain specific language for high performance computing. 58-73 2019 68 Microprocess. Microsystems https://doi.org/10.1016/j.micpro.2019.05.005 db/journals/mam/mam68.html#SilvanoABBBBBCC19

Andrea Bartolini Francesco Beneventi Andrea Borghesi Daniele Cesarini Antonio Libri Luca Benini Carlo Cavazzoni Paving the Way Toward Energy-Aware and Automated Datacentre. 8:1-8:8 2019 ICPP Workshops https://doi.org/10.1145/3339186.3339215 conf/icppw/2019 db/conf/icppw/icppw2019.html#BartoliniBBCLBC19 Cristina Silvano Giovanni Agosta Andrea Bartolini Andrea Rosario Beccari Luca Benini Loïc Besnard João Bispo Radim Cmar João M. P. Cardoso Carlo Cavazzoni Daniele Cesarini Stefano Cherubin Federico Ficarelli Davide Gadioli Martin Golasowski Imane Lasri Antonio Libri Candida Manelfi Jan Martinovic Gianluca Palermo Pedro Pinto 0002 Erven Rohou Nico Sanna Katerina Slaninová Emanuele Vitali Supporting the Scale-Up of High Performance Application to Pre-Exascale Systems: The ANTAREX Approach. 116-123 2019 PDP https://doi.org/10.1109/EMPDP.2019.8671584 conf/pdp/2019 db/conf/pdp/pdp2019.html#SilvanoABBBBBCC19 Daniele Cesarini Carlo Cavazzoni Andrea Bartolini Evaluating the Advantage of Reactive MPI-aware Power Control Policies. 181-190 2019 PPAM (2) https://doi.org/10.1007/978-3-030-43222-5_16 conf/ppam/2019-2 db/conf/ppam/ppam2019-2.html#CesariniCB19

Cristina Silvano Giovanni Agosta Andrea Bartolini Andrea Rosario Beccari Luca Benini Loïc Besnard João Bispo Radim Cmar João M. P. Cardoso Carlo Cavazzoni Daniele Cesarini Stefano Cherubin Federico Ficarelli Davide Gadioli Martin Golasowski Antonio Libri Jan Martinovic Gianluca Palermo Pedro Pinto 0002 Erven Rohou Katerina Slaninová Emanuele Vitali The ANTAREX Domain Specific Language for High Performance Computing. 2019 abs/1901.06175 CoRR http://arxiv.org/abs/1901.06175 db/journals/corr/corr1901.html#abs-1901-06175

Daniele Cesarini Andrea Bartolini Andrea Borghesi Carlo Cavazzoni Mathieu Luisier Luca Benini COUNTDOWN Slack: a Run-time Library to Reduce Energy Footprint in Large-scale MPI Applications. 2019 abs/1909.12684 CoRR http://arxiv.org/abs/1909.12684 db/journals/corr/corr1909.html#abs-1909-12684

Andrea Bartolini Roberto Diversi Daniele Cesarini Francesco Beneventi Self-Aware Thermal Management for High-Performance Computing Processors. 28-35 2018 35 IEEE Des. Test 5 https://doi.org/10.1109/MDAT.2017.2774774 db/journals/dt/dt35.html#BartoliniDCB18

Giuseppe Tagliavini Daniele Cesarini Andrea Marongiu Unleashing Fine-Grained Parallelism on Embedded Many-Core Accelerators with Lightweight OpenMP Tasking. 2150-2163 2018 29 IEEE Trans. Parallel Distributed Syst. 9 https://doi.org/10.1109/TPDS.2018.2814602 http://doi.ieeecomputersociety.org/10.1109/TPDS.2018.2814602 https://www.wikidata.org/entity/Q130183965 db/journals/tpds/tpds29.html#TagliaviniCM18

Daniele Cesarini Andrea Bartolini Pietro Bonfà Carlo Cavazzoni Luca Benini COUNTDOWN: a run-time library for application-agnostic energy saving in MPI communication primitives. 2:1-2:6 2018 ANDARE@PACT https://doi.org/10.1145/3295816.3295818 https://www.wikidata.org/entity/Q130993481 conf/IEEEpact/2018andare db/conf/IEEEpact/andare2018.html#CesariniBBCB18 Antonio Libri Andrea Bartolini Daniele Cesarini Luca Benini Evaluation of NTP/PTP fine-grain synchronization performance in HPC clusters. 3:1-3:6 2018 ANDARE@PACT https://doi.org/10.1145/3295816.3295819 conf/IEEEpact/2018andare db/conf/IEEEpact/andare2018.html#LibriBCB18 Cristina Silvano Gianluca Palermo Giovanni Agosta Amir H. Ashouri Davide Gadioli Stefano Cherubin Emanuele Vitali Luca Benini Andrea Bartolini Daniele Cesarini João M. P. Cardoso João Bispo Pedro Pinto 0002 Ricardo Nobre Erven Rohou Loïc Besnard Imane Lasri Nico Sanna Carlo Cavazzoni Radim Cmar Jan Martinovic Katerina Slaninová Martin Golasowski Andrea Rosario Beccari Candida Manelfi Autotuning and adaptivity in energy efficient HPC systems: the ANTAREX toolbox. 270-275 2018 CF https://doi.org/10.1145/3203217.3205338 conf/cf/2018 db/conf/cf/cf2018.html#SilvanoPAAGCVBB18

Daniele Cesarini Andrea Bartolini Pietro Bonfà Carlo Cavazzoni Luca Benini COUNTDOWN - three, two, one, low power! A Run-time Library for Energy Saving in MPI Communication Primitives. 2018 abs/1806.07258 CoRR http://arxiv.org/abs/1806.07258 db/journals/corr/corr1806.html#abs-1806-07258

Daniele Cesarini Andrea Bartolini Luca Benini Benefits in Relaxing the Power Capping Constraint. 3:1-3:6 2017 ANDARE@PACT https://doi.org/10.1145/3152821.3152878 conf/IEEEpact/2017andare db/conf/IEEEpact/andare2017.html#CesariniBB17 Daniele Cesarini Andrea Bartolini Luca Benini Energy Saving and Thermal Management Opportunities in a Workload-Aware MPI Runtime for a Scientific HPC Computing Node. 277-286 2017 PARCO https://doi.org/10.3233/978-1-61499-843-3-277 conf/parco/2017 db/conf/parco/parco2017.html#CesariniBB17 Daniele Cesarini Andrea Bartolini Luca Benini Prediction horizon vs. efficiency of optimal dynamic thermal control policies in HPC nodes. 1-6 2017 VLSI-SoC https://doi.org/10.1109/VLSI-SoC.2017.8203471 conf/vlsi/2017soc db/conf/vlsi/vlsisoc2017.html#CesariniBB17 Daniele Cesarini Andrea Bartolini Luca Benini Modeling and Evaluation of Application-Aware Dynamic Thermal Control in HPC Nodes. 198-219 2017 VLSI-SoC (Selected Papers) https://doi.org/10.1007/978-3-030-15663-3_10 conf/vlsi/2017socs db/conf/vlsi/vlsisoc2017s.html#CesariniBB17a Daniele Cesarini Andrea Marongiu Luca Benini An optimized task-based runtime system for resource-constrained parallel accelerators. 1261-1266 2016 DATE https://ieeexplore.ieee.org/document/7459504/ conf/date/2016 db/conf/date/date2016.html#CesariniMB16 Abbas Rahimi Daniele Cesarini Andrea Marongiu Rajesh K. Gupta 0001 Luca Benini Task scheduling strategies to mitigate hardware variability in embedded shared memory clusters. 152:1-152:6 2015 DAC https://doi.org/10.1145/2744769.2744915 conf/dac/2015 db/conf/dac/dac2015.html#RahimiCMGB15

Abbas Rahimi Daniele Cesarini Andrea Marongiu Rajesh K. Gupta 0001 Luca Benini Improving Resilience to Timing Errors by Exposing Variability Effects to Software in Tightly-Coupled Processor Clusters. 216-229 2014 4 IEEE J. Emerg. Sel. Topics Circuits Syst. 2 https://doi.org/10.1109/JETCAS.2014.2315883 db/journals/esticas/esticas4.html#RahimiCMGB14

Gianmarco Accordi Andrea Acquaviva Giovanni Agosta Marco Aldinucci Francesco Antici Mohsen Seyedkazemi Ardebili Aldo Artigiani Amir H. Ashouri Filippo Barbari Francesco Barchi Davide Baroffio Andrea Bartolini Andrea BeccariAndrea Rosario Beccari Laura Bellentani Francesco Beneventi Luca Benini Loïc Besnard Andrea Biagioni Enrico Bini Robert Birke João Bispo Pietro Bonfà Andrea Borghesi Carlo Brandolese João M. P. Cardoso Lorenzo Carpentieri Michele Castrovilli Daniele Cattaneo 0002 Hiari Pizzini Cavagna Carlo Cavazzoni Stefano Cherubin Carlotta Chiarini Marco Cicala Francesca Lo Cicero Radim Cmar Iacopo Colonnelli Josie E. Rodriguez Condia Biagio Cosenza Luigi Crisci Marco D'Antonio Pietro Delugas Lev Denisov Roberto Diversi Giovanni B. EspositoGiovanni Battista Esposito Kaijie Fan Federico Ficarelli William Fornaciari Ottorino Frezza Luigi Fusco Davide Gadioli Andrea Galimberti Alberto Garfagnini Arsenii Gavrikov Cosimo Gianfreda Salvatore Di Girolamo Martin Golasowski Marco Grangetto Daniele Gregori Philipp Gschwandtner Alberto Guarnieri Rajesh K. Gupta 0001 Torsten Hoefler Francesco Iannone Junaid Ahmed Khan Zeynep Kiziltan Marco Lapegna Imane Lasri Antonio Libri Alessandro Lonardo Tomas Antonio López Mathieu Luisier Kurt Lust Giacomo Madella Gabriele Magnani Fabrizio Magugliani Candida Manelfi Simone Manoni Filippo Marchetti Andrea Marongiu Michele Martinelli Jan Martinovic Andrea Maslov Tiziano De Matteis Gabriele Mencagli Cecilia Metra Gianluca Mittone Martin Molan Stepan Nassyr Ricardo Nobre Mauro Olivieri Martin Omaña 0001Martin Eugenio Omana Gianluca Palermo Filippo Palombi Emanuele Parisi Pierpaolo Perticaroli Lorenzo Pichetti Pedro Pinto 0002 Dirk Pleiter Luca Pontisso Andrea Proia Abbas Rahimi Federico Reghenzani Zebin Ren Matteo Sonza Reorda Erven Rohou Cristian Rossi Davide Rossi 0001 Duncan Roweth Philip Salzmann Nico Sanna Sergio Saponara Antonio Sciarappa Daniele De Sensi A. Serafini Cristina Silvano Francesco Simula Karthee Sivalingam Katerina Slaninová Filippo Spiga Giuseppe Tagliavini Federico Terraneo Federico Tesser Peter Thoman Massimo Torquati Animesh Trivedi Matteo Turisini Flavio Vella Emanuele Venieri Piero Vicini Emanuele Vitali Markus Wippler Davide Zoni Giuseppe Zummo