With this function you can construct your weekly calendar of lessons, which is customized on the basis of the courses that you intend to follow.
Warning: the personal schedule does not replace the presentation of the study plan! It's an informal tool that can help you better manage the organization of class attendance before the study plan presentation.
After the study plan presentation we recommend you to use the Lecture timetable service in your Online Services.
To create your customized schedule follow these instructions:
- Click on the "Enable" link to proceed. You will be asked your surname and first name in order to determine your alphabetic grouping.
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To add or remove courses from your personal schedule, use the small icons which are found next to the courses:
 addition of the course removal of the course selection of the section of the Laboratory of Architecture
(Note: the effective area in which the teaching will be carried out will be determined after the presentation of the Study Plans)
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The sidebar on the left displays the number of lessons included in schedule.
There are also these commands:
 View the schedule: allows the viewing of the weekly synoptic schedule Delete the schedule: cancels the selections made
When you have finished the entry, you can print the calendar you have made.
| Semester (Sem) | | 1 | First Semester | | 2 | Second Semester | | A | Annual course | | (1) | First Half-semester | | (2) | Second Half-semester |
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Language
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Course completely offered in italian
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Course completely offered in english
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Not available
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Note on the teaching activities
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In case of structured courses taught by more lecturers, the number of students enrolled is related to the individual lecturer module, while the students opinion of the teaching is related to the course as a whole.
The data related to the last academic years (number of students enrolled and students opinion of the teaching) have not yet been defined.
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Information on didactic, research and institutional assignments on this page are certified by the University; more information, prepared by the lecturer, are available on the personal web page and in the curriculum vitae indicated on this webpage.
| Office hours | | Department | Floor | Office | Day | Timetable | Telephone | Fax | Notes |
|---|
| Elettronica e Informazione - Via Golgi 42 | 3 | --- | Thursday | From 16:30
To 18:30 | 3514 | 3574 | It is possible to schedule a meeting by email in a different day of the week/time of the day. |
| | E-mail | danilo.ardagna@polimi.it | | Personal website | https://ardagna.faculty.polimi.it |
| List of publications and reserach products for the year 2025 (Show all details | Hide all details) |
| Type |
Title of the Publicaiton/Product |
| Journal Articles |
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OSCAR-P and aMLLibrary: Profiling and predicting the performance of FaaS-based applications in computing continua (Show >>)(Hide <<)
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| Author/s |
Sala, Roberto; Guindani, Bruno; Galimberti, Enrico; Filippini, Federica; Sedghani, Hamta; Ardagna, Danilo; Risco, Sebastián; Moltó, Germán; Caballer, Miguel |
| Title of the review |
THE JOURNAL OF SYSTEMS AND SOFTWARE (ISSN: 0164-1212) |
| Volume |
221 |
| Brochure |
-- |
| Pages |
1 - 15 |
| Item link |
http://hdl.handle.net/11311/1279815 |
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| List of publications and reserach products for the year 2024 (Show all details | Hide all details) |
| Type |
Title of the Publicaiton/Product |
| Contributions on scientific books |
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Bayesian optimization for cloud resource management through machine learning (Show >>)(Hide <<)
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| Author/s of the contributin |
Guindani, Bruno; Ardagna, Danilo; Guglielmi, Alessandra |
| Title of the book |
Advanced Methods in Statistics, Data Science and Related Applications (ISBN: 978-3-031-65698-9) |
| Author/s of the book |
Matilde Bini, Antonio Balzanella, Lucio Masserini, Rosanna Verde |
| Publisher |
Springer Cham |
| Pages |
315 - 328 |
| Item link |
http://hdl.handle.net/11311/1272305 |
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| Conference proceedings |
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Greening AI: A Framework for Energy-Aware Resource Allocation of ML Training Jobs with Performance Guarantees (Show >>)(Hide <<)
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| Author/s |
Sala, R.; Filippini, F.; Ardagna, D.; Lezzi, D.; Lordan, F.; Thiem, P. |
| Title of the convention |
38th International Conference on Advanced Information Networking and Applications |
| Location of the convention |
Kitakyushu International Convention Center, Kitakyushu, Japan |
| Title of the review |
--
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| Pages |
110 - 121 |
| Item link |
http://hdl.handle.net/11311/1279808 |
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Harnessing the computing continuum across personalized healthcare, maintenance and inspection, and Farming 4.0 (Show >>)(Hide <<)
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| Author/s |
Baghdadi, F.; Cirillo, D.; Lezzi, D.; Lordan, F.; Vazquez, F.; Lomurno, E.; Archetti, A.; Ardagna, D.; Matteucci, M. |
| Title of the convention |
International Conference on Cloud Computing and Services Science |
| Location of the convention |
Angers, France |
| Title of the review |
--
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| Pages |
N/A |
| Item link |
http://hdl.handle.net/11311/1269648 |
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d-MALIBOO: a Bayesian Optimization framework for dealing with Discrete Variables (Show >>)(Hide <<)
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| Author/s |
Sala, Roberto; Guindani, Bruno; Ardagna, Danilo; Guglielmi, Alessandra |
| Title of the convention |
32nd International Symposium on the Modeling, Analysis, and Simulation of Computer and Telecommunication Systems |
| Location of the convention |
Radisson Blu Hotel, Krakow, Poland |
| Title of the review |
--
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| Pages |
1 - 8 |
| Item link |
http://hdl.handle.net/11311/1279812 |
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| Journal Articles |
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A Stochastic Approach for Scheduling AI Training Jobs in GPU-based Systems (Show >>)(Hide <<)
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| Author/s |
Filippini, Federica; Anselmi, Jonatha; Ardagna, Danilo; Gaujal, Bruno |
| Title of the review |
IEEE TRANSACTIONS ON CLOUD COMPUTING (ISSN: 2168-7161) |
| Volume |
12 |
| Brochure |
1 |
| Pages |
53 - 69 |
| Item link |
http://hdl.handle.net/11311/1256297 |
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Integrating Bayesian Optimization and Machine Learning for the Optimal Configuration of Cloud Systems (Show >>)(Hide <<)
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| Author/s |
Guindani, Bruno; Ardagna, Danilo; Guglielmi, Alessandra; Rocco, Roberto; Palermo, Gianluca |
| Title of the review |
IEEE TRANSACTIONS ON CLOUD COMPUTING (ISSN: 2168-7161) |
| Volume |
12 |
| Brochure |
1 |
| Pages |
277 - 294 |
| Item link |
http://hdl.handle.net/11311/1265294 |
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| List of publications and reserach products for the year 2023 (Show all details | Hide all details) |
| Type |
Title of the Publicaiton/Product |
| Conference proceedings |
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AMLLibrary: An AutoML Approach for Performance Prediction (Show >>)(Hide <<)
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| Author/s |
Guindani, Bruno; Lattuada, Marco; Ardagna, Danilo |
| Title of the convention |
37th International Conference on Modelling and Simulation |
| Location of the convention |
Firenze, Italia |
| Title of the review |
--
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| Pages |
241 - 247 |
| Item link |
http://hdl.handle.net/11311/1259460 |
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OSCAR-P and aMLLibrary: Performance Profiling and Prediction of Computing Continua Applications (Show >>)(Hide <<)
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| Author/s |
Galimberti, Enrico; Guindani, Bruno; Filippini, Federica; Sedghani, Hamta; Ardagna, Danilo; Risco, Sebastián; Moltó, Germán; Caballer, Miguel |
| Title of the convention |
1st Workshop on Artificial Intelligence for Performance Modeling, Prediction, and Control |
| Location of the convention |
Coimbra, Portugal |
| Title of the review |
--
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| Pages |
139 - 146 |
| Item link |
http://hdl.handle.net/11311/1256298 |
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Runtime Management of Artificial Intelligence Applications for Smart Eyewears (Show >>)(Hide <<)
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| Author/s |
Kambale, A. W.; Sedghani, H.; Filippini, F.; Verticale, G.; Ardagna, D. |
| Title of the convention |
16th IEEE/ACM International Conference on Utility and Cloud Computing, UCC 2023 |
| Location of the convention |
Taormina, Italy |
| Period of the convention |
DEC 04-07, 2023 |
| Title of the review |
--
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| Pages |
1 - 15 |
| Item link |
http://hdl.handle.net/11311/1254222 |
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SPACE4AI-R: a Runtime Management Tool for AI Applications Component Placement and Resource Scaling in Computing Continua (Show >>)(Hide <<)
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| Author/s |
Filippini, F.; Sedghani, H.; Ardagna, D. |
| Title of the convention |
3rd Workshop on Distributed Machine Learning for the Intelligent Computing Continuum (DML-ICC) |
| Location of the convention |
Taormina (Messina), Italy |
| Title of the review |
--
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| Pages |
1 - 15 |
| Item link |
http://hdl.handle.net/11311/1254210 |
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Tunable and Portable Extreme-Scale Drug Discovery Platform at Exascale: the LIGATE Approach (Show >>)(Hide <<)
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| Author/s |
Palermo, G.; Accordi, G.; Gadioli, D.; Vitali, E.; Silvano, C.; Guindani, B.; Ardagna, D.; Beccari, A. R.; Bonanni, D.; Talarico, C.; Lughini, F.; Martinovic, J.; Silva, P.; Bohm, A.; Beranek, J.; Krenek, J.; Jansik, B.; Cosenza, B.; Crisci, L.; Thoman, P.; Salzmann, P.; Fahringer, T.; Alexander, L. T.; Tauriello, G.; Schwede, T.; Durairaj, J.; Emerson, A.; Ficarelli, F.; Wingbermühle, S.; Lindhal, E.; Gregori, D.; Sana, E.; Coletti, S.; Gschwandtner, P. |
| Title of the convention |
ACM International Conference on Computing Frontiers |
| Location of the convention |
Bologna |
| Title of the review |
--
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| Pages |
272 - 278 |
| Item link |
http://hdl.handle.net/11311/1249387 |
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| Journal Articles |
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A Path Relinking Method for the Joint Online Scheduling and Capacity Allocation of DL Training Workloads in GPU as a Service Systems (Show >>)(Hide <<)
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| Author/s |
Filippini, Federica; Lattuada, Marco; Ciavotta, Michele; Jahani, Arezoo; Ardagna, Danilo; Amaldi, Edoardo |
| Title of the review |
IEEE TRANSACTIONS ON SERVICES COMPUTING (ISSN: 1939-1374) |
| Volume |
16 |
| Brochure |
3 |
| Pages |
1630 - 1646 |
| Item link |
http://hdl.handle.net/11311/1224431 |
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Fixed-Point Iteration Approach to Spark Scalable Performance Modeling
and Evaluation (Show >>)(Hide <<)
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| Author/s |
Karimian Aliabadi, Soroush; Mohsen Aseman Manzar, Mohammad; Entezari Maleki, Reza; Ardagna, Danilo; Egger, Bernhard; Movaghar, Ali |
| Title of the review |
IEEE TRANSACTIONS ON CLOUD COMPUTING (ISSN: 2168-7161) |
| Volume |
11 |
| Brochure |
1 |
| Pages |
897 - 910 |
| Item link |
http://hdl.handle.net/11311/1261005 |
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POPNASv3: A pareto-optimal neural architecture search solution for image and time series classification (Show >>)(Hide <<)
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| Author/s |
Falanti, A.; Lomurno, E.; Ardagna, D.; Matteucci, M. |
| Title of the review |
APPLIED SOFT COMPUTING (ISSN: 1568-4946) |
| Volume |
145 |
| Brochure |
-- |
| Pages |
1 - 23 |
| Item link |
http://hdl.handle.net/11311/1249320 |
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| List of publications and reserach products for the year 2022 (Show all details | Hide all details) |
| Type |
Title of the Publicaiton/Product |
| Contributions on scientific books |
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Bayesian optimization with machine learning for big data applications in the cloud (Show >>)(Hide <<)
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| Author/s of the contributin |
Guindani, B.; Ardagna, D.; Guglielmi, A. |
| Title of the book |
SIS2022 - Book of Short Papers (ISBN: 9788891932310) |
| Author/s of the book |
A. Balzanella, M. Bini, C. Cavicchia, R. Verde |
| Publisher |
Pearson |
| Pages |
1479 - 1484 |
| Item link |
http://hdl.handle.net/11311/1221760 |
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| Conference proceedings |
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MALIBOO: When Machine Learning meets Bayesian Optimization (Show >>)(Hide <<)
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| Author/s |
Guindani, B.; Ardagna, D.; Guglielmi, A. |
| Title of the convention |
IEEE 7th International Conference on Smart Cloud (SmartCloud) |
| Location of the convention |
Shanghai, China |
| Period of the convention |
08/10/2022 - 10/10/2022 |
| Title of the review |
--
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| Pages |
1 - 9 |
| Item link |
http://hdl.handle.net/11311/1224707 |
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POPNASv2: An Efficient Multi-Objective Neural Architecture Search Technique (Show >>)(Hide <<)
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| Author/s |
Falanti, Andrea; Lomurno, Eugenio; Samele, Stefano; Ardagna, Danilo; Matteucci, Matteo |
| Title of the convention |
IJCNN 2022: International Joint Conference on Neural Networks |
| Location of the convention |
Centro Congressi Padova |
| Period of the convention |
18-23 July 2022 |
| Title of the review |
--
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| Pages |
1 - 8 |
| Item link |
http://hdl.handle.net/11311/1220547 |
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Scheduling Deep Learning Jobs Training in the Cloud: Comparing Multiple Approaches (Show >>)(Hide <<)
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| Author/s |
Precuzzi, Michele; Filippini, Federica; Ardagna, Danilo |
| Title of the convention |
2022 Workshop on Scheduling and Planning Applications woRKshop |
| Location of the convention |
Singapore, Republic of Singapore (Online) |
| Title of the review |
--
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| Pages |
1 - 9 |
| Item link |
http://hdl.handle.net/11311/1219133 |
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| Journal Articles |
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A Hybrid Machine Learning Approach for Performance Modeling of Cloud-Based
Big Data Applications (Show >>)(Hide <<)
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| Author/s |
Ataie, Ehsan; Evangelinou, Athanasia; Gianniti, Eugenio; Ardagna, Danilo |
| Title of the review |
COMPUTER JOURNAL (ISSN: 1460-2067) |
| Volume |
65 |
| Brochure |
12 |
| Pages |
3123 - 3140 |
| Item link |
http://hdl.handle.net/11311/1261007 |
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A Stackelberg Game approach for Managing AI Sensing Tasks in Mobile Crowdsensing (Show >>)(Hide <<)
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| Author/s |
Sedghani, Hamta; Lighvan, Mina Zolfy; Aghdasi, Hadi S.; Passacantando, Mauro; Verticale, Giacomo; Ardagna, Danilo |
| Title of the review |
IEEE ACCESS (ISSN: 2169-3536) |
| Volume |
10 |
| Brochure |
-- |
| Pages |
91524 - 91544 |
| Item link |
http://hdl.handle.net/11311/1220011 |
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Performance Prediction of Deep Learning Applications Training in GPU as a Service Systems (Show >>)(Hide <<)
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| Author/s |
Lattuada, Marco; Gianniti, Eugenio; Ardagna, Danilo; Zhang, Li |
| Title of the review |
CLUSTER COMPUTING (ISSN: 1386-7857) |
| Volume |
25 |
| Brochure |
2 |
| Pages |
1279 - 1302 |
| Item link |
http://hdl.handle.net/11311/1191540 |
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| List of publications and reserach products for the year 2021 (Show all details | Hide all details) |
| Type |
Title of the Publicaiton/Product |
| Conference proceedings |
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A Random Greedy based Design Time Tool for AI Applications Component Placement and Resource Selection in Computing Continua (Show >>)(Hide <<)
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| Author/s |
Sedghani, H.; Filippini, F.; Ardagna, D. |
| Title of the convention |
IEEE International Conference on Edge Computing (EDGE) 2021 |
| Location of the convention |
GUANGZHOU, CHINA |
| Period of the convention |
DECEMBER 18-20, 2021 |
| Title of the review |
--
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| Pages |
32 - 40 |
| Item link |
http://hdl.handle.net/11311/1190336 |
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A Randomized Greedy Method for AI Applications Component Placement and Resource Selection in Computing Continua (Show >>)(Hide <<)
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| Author/s |
Sedghani, H.; Filippini, F.; Ardagna, D. |
| Title of the convention |
12th IEEE International Conference on Joint Cloud Computing, JCC 2021 and 2021 9th IEEE International Conference on Mobile Cloud Computing, Services, and Engineering, MobileCloud 2021 |
| Location of the convention |
Oxford, United Kingdom |
| Period of the convention |
23 through 26 August 2021 |
| Title of the review |
--
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| Pages |
1 - 6 |
| Item link |
http://hdl.handle.net/11311/1190351 |
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ANDREAS: Artificial intelligence traiNing scheDuler foR accElerAted resource clusterS (Show >>)(Hide <<)
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| Author/s |
Filippini, Federica; Ardagna, Danilo; Lattuada, Marco; Amaldi, Edoardo; Riedl, Maciek; Materka, Katarzyna; Skrzypek, Paweł; Ciavotta, Michele; Magugliani, Fabrizio; Cicala, Marco |
| Title of the convention |
8th International Conference on Future Internet of Things and Cloud (FiCloud) |
| Location of the convention |
Virtual Event |
| Title of the review |
--
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| Pages |
388 - 393 |
| Item link |
http://hdl.handle.net/11311/1193909 |
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Advancing Design and Runtime Management of AI Applications with AI-SPRINT (Show >>)(Hide <<)
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| Author/s |
Sedghani, H.; Ardagna, D.; Matteucci, M.; Fontana, G.; Verticale, G.; Amarilli, F.; Badia, R.; Lezzi, D.; Blanquer, I.; Martin, A.; Wawruch, K. |
| Title of the convention |
The 4th IEEE International Workshop on Advances in Artificial Intelligence & Machine Learning (AIML 2021): Applications, Challenges & Concerns |
| Location of the convention |
Madrid, Spain |
| Title of the review |
--
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| Pages |
1 - 8 |
| Item link |
http://hdl.handle.net/11311/1172291 |
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Pareto-Optimal Progressive Neural Architecture Search (Show >>)(Hide <<)
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| Author/s |
Ardagna, D.; Lomurno, E.; Matteucci, M.; Samele, S. |
| Title of the convention |
Neuroevolution at Work Workshop @ Genetic and Evolutionary Computation Conference (GECCO) 2021 |
| Location of the convention |
On-line |
| Title of the review |
--
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| Pages |
1726 - 1734 |
| Item link |
http://hdl.handle.net/11311/1173523 |
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| Journal Articles |
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A Hierarchical Receding Horizon Algorithm for QoS-driven control of Multi-IaaS Applications (Show >>)(Hide <<)
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| Author/s |
Ardagna, Danilo; Ciavotta, Michele; Lancellotti, Riccardo; Guerriero, Michele |
| Title of the review |
IEEE TRANSACTIONS ON CLOUD COMPUTING (ISSN: 2168-7161) |
| Volume |
9 |
| Brochure |
2 |
| Pages |
418 - 434 |
| Item link |
http://hdl.handle.net/11311/1065918 |
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An incentive mechanism based on a Stackelberg game for mobile crowdsensing systems with budget constraint (Show >>)(Hide <<)
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| Author/s |
Sedghani, H.; Ardagna, D.; Passacantando, M.; Lighvan, M. Z.; Aghdasi, H. S. |
| Title of the review |
AD HOC NETWORKS (ISSN: 1570-8705) |
| Volume |
123 |
| Brochure |
-- |
| Pages |
1 - 17 |
| Item link |
http://hdl.handle.net/11311/1208960 |
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Optimizing Quality-Aware Big Data Applications in the Cloud (Show >>)(Hide <<)
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| Author/s |
Gianniti, E.; Ciavotta, M.; Ardagna, D. |
| Title of the review |
IEEE TRANSACTIONS ON CLOUD COMPUTING (ISSN: 2168-7161) |
| Volume |
9 |
| Brochure |
2 |
| Pages |
737 - 752 |
| Item link |
http://hdl.handle.net/11311/1158136 |
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Predicting the Performance of Big Data Applications on the Cloud (Show >>)(Hide <<)
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| Author/s |
Ardagna, D.; Barbierato, E.; Gianniti, E.; Gribaudo, M.; Pinto, T. B. M.; da Silva, A. P. C.; Almeida, J. M. |
| Title of the review |
THE JOURNAL OF SUPERCOMPUTING (ISSN: 0920-8542) |
| Volume |
77 |
| Brochure |
2 |
| Pages |
1321 - 1353 |
| Item link |
http://hdl.handle.net/11311/1144620 |
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