Pietro Michiardi

193 papers A* 26A 8B 10C 5Misc 4Journal 95Unranked 44

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	From Large AI Models to Agentic AI: A Tutorial on Future Intelligent Communications. IEEE J. Sel. Areas Commun. Feibo Jiang, Cunhua Pan, Kezhi Wang, Pietro Michiardi, Octavia A. Dobre, Mérouane Debbah
2026	J	`jnl`	Improved Sampling Schedules for Discrete Diffusion Models. CoRR Alberto Foresti, Mustapha Bounoua, Giulio Franzese, Luca Ambrogioni, Pietro Michiardi
2025	J	`jnl`	INFO-SEDD: Continuous Time Markov Chains as Scalable Information Metrics Estimators. CoRR Alberto Foresti, Giulio Franzese, Pietro Michiardi
2025	J	`jnl`	In Praise of Stubbornness: The Case for Cognitive-Dissonance-Aware Knowledge Updates in LLMs. CoRR Simone Clemente, Zied Ben-Houidi, Alexis Huet, Dario Rossi, Giulio Franzese, Pietro Michiardi
2025	A*	`conf`	Information Theoretic Text-to-Image Alignment. ICLR Chao Wang, Giulio Franzese, Alessandro Finamore, Massimo Gallo, Pietro Michiardi
2025	J	`jnl`	Latent Abstractions in Generative Diffusion Models. Entropy Giulio Franzese, Mattia Martini, Giulio Corallo, Paolo Papotti, Pietro Michiardi
2025	A*	`conf`	Learning to Match Unpaired Data with Minimum Entropy Coupling. ICML Mustapha Bounoua, Giulio Franzese, Pietro Michiardi
2025	J	`jnl`	Learning to Match Unpaired Data with Minimum Entropy Coupling. CoRR Mustapha Bounoua, Giulio Franzese, Pietro Michiardi
2025	J	`jnl`	RFMI: Estimating Mutual Information on Rectified Flow for Text-to-Image Alignment. CoRR Chao Wang, Giulio Franzese, Alessandro Finamore, Pietro Michiardi
2025	J	`jnl`	TENDE: Transfer Entropy Neural Diffusion Estimation. CoRR Simon Pedro Galeano Munoz, Mustapha Bounoua, Giulio Franzese, Pietro Michiardi, Maurizio Filippone
2024	—	`conf`	Data Augmentation for Traffic Classification. PAM (1) Chao Wang, Alessandro Finamore, Pietro Michiardi, Massimo Gallo, Dario Rossi
2024	J	`jnl`	Data Augmentation for Traffic Classification. CoRR Chao Wang, Alessandro Finamore, Pietro Michiardi, Massimo Gallo, Dario Rossi
2024	—	`conf`	DiMViDA: Diffusion-Based Multi-View Data Augmentation. CAMAD Giuseppe Di Giacomo, Giulio Franzese, Tania Cerquitelli, Carla-Fabiana Chiasserini, Pietro Michiardi
2024	—	`conf`	EULER: Fine-Tuning a Large Language Model for Socratic Interactions. AIxEDU@AI*IA Giulia Bonino, Gabriele Sanmartino, Giovanni Gatti Pinheiro, Paolo Papotti, Raphaël Troncy, Pietro Michiardi
2024	J	`jnl`	Fine-grained Attention in Hierarchical Transformers for Tabular Time-series. CoRR Raphaël Azorin, Zied Ben-Houidi, Massimo Gallo, Alessandro Finamore, Pietro Michiardi
2024	J	`jnl`	Information Theoretic Text-to-Image Alignment. CoRR Chao Wang, Giulio Franzese, Alessandro Finamore, Massimo Gallo, Pietro Michiardi
2024	J	`jnl`	Latent Abstractions in Generative Diffusion Models. CoRR Giulio Franzese, Mattia Martini, Giulio Corallo, Paolo Papotti, Pietro Michiardi
2024	A*	`conf`	MINDE: Mutual Information Neural Diffusion Estimation. ICLR Giulio Franzese, Mustapha Bounoua, Pietro Michiardi
2024	J	`jnl`	Multi-Modal Latent Diffusion. Entropy Mustapha Bounoua, Giulio Franzese, Pietro Michiardi
2024	A*	`conf`	SΩI: Score-based O-INFORMATION Estimation. ICML Mustapha Bounoua, Giulio Franzese, Pietro Michiardi
2024	J	`jnl`	SΩI: Score-based O-INFORMATION Estimation. CoRR Mustapha Bounoua, Giulio Franzese, Pietro Michiardi
2023	J	`jnl`	"It's a Match!" - A Benchmark of Task Affinity Scores for Joint Learning. CoRR Raphaël Azorin, Massimo Gallo, Alessandro Finamore, Dario Rossi, Pietro Michiardi
2023	J	`jnl`	A Flexible Heuristic to Schedule Distributed Analytic Applications in Compute Clusters. IEEE Trans. Cloud Comput. Francesco Pace, Daniele Venzano, Damiano Carra, Pietro Michiardi
2023	A*	`conf`	Continuous-Time Functional Diffusion Processes. NeurIPS Giulio Franzese, Giulio Corallo, Simone Rossi, Markus Heinonen, Maurizio Filippone, Pietro Michiardi
2023	J	`jnl`	Continuous-Time Functional Diffusion Processes. CoRR Giulio Franzese, Simone Rossi, Dario Rossi, Markus Heinonen, Maurizio Filippone, Pietro Michiardi
2023	J	`jnl`	How Much Is Enough? A Study on Diffusion Times in Score-Based Generative Models. Entropy Giulio Franzese, Simone Rossi, Lixuan Yang, Alessandro Finamore, Dario Rossi, Maurizio Filippone, Pietro Michiardi
2023	J	`jnl`	MINDE: Mutual Information Neural Diffusion Estimation. CoRR Giulio Franzese, Mustapha Bounoua, Pietro Michiardi
2023	B	`conf`	Multi-View Latent Diffusion. IEEE Big Data Giuseppe Di Giacomo, Giulio Franzese, Tania Cerquitelli, Carla-Fabiana Chiasserini, Pietro Michiardi
2023	J	`jnl`	Multi-modal Latent Diffusion. CoRR Mustapha Bounoua, Giulio Franzese, Pietro Michiardi
2023	A*	`conf`	One-Line-of-Code Data Mollification Improves Optimization of Likelihood-based Generative Models. NeurIPS Ba-Hien Tran, Giulio Franzese, Pietro Michiardi, Maurizio Filippone
2023	J	`jnl`	One-Line-of-Code Data Mollification Improves Optimization of Likelihood-based Generative Models. CoRR Ba-Hien Tran, Giulio Franzese, Pietro Michiardi, Maurizio Filippone
2023	—	`conf`	Toward Generative Data Augmentation for Traffic Classification. StudentWorkshop@CoNEXT Chao Wang, Alessandro Finamore, Pietro Michiardi, Massimo Gallo, Dario Rossi
2023	J	`jnl`	Toward Generative Data Augmentation for Traffic Classification. CoRR Chao Wang, Alessandro Finamore, Pietro Michiardi, Massimo Gallo, Dario Rossi
2022	—	`conf`	Automatically Learning Fallback Strategies with Model-Free Reinforcement Learning in Safety-Critical Driving Scenarios. ICMLT Ugo Lecerf, Christelle Yemdji Tchassi, Sébastien Aubert, Pietro Michiardi
2022	J	`jnl`	Automatically Learning Fallback Strategies with Model-Free Reinforcement Learning in Safety-Critical Driving Scenarios. CoRR Ugo Lecerf, Christelle Yemdji Tchassi, Sébastien Aubert, Pietro Michiardi
2022	J	`jnl`	Do Deep Neural Networks Contribute to Multivariate Time Series Anomaly Detection? CoRR Julien Audibert, Pietro Michiardi, Frédéric Guyard, Sébastien Marti, Maria A. Zuluaga
2022	J	`jnl`	Do deep neural networks contribute to multivariate time series anomaly detection? Pattern Recognit. Julien Audibert, Pietro Michiardi, Frédéric Guyard, Sébastien Marti, Maria A. Zuluaga
2022	J	`jnl`	How Much is Enough? A Study on Diffusion Times in Score-based Generative Models. CoRR Giulio Franzese, Simone Rossi, Lixuan Yang, Alessandro Finamore, Dario Rossi, Maurizio Filippone, Pietro Michiardi
2022	A*	`conf`	Revisiting the Effects of Stochasticity for Hamiltonian Samplers. ICML Giulio Franzese, Dimitrios Milios, Maurizio Filippone, Pietro Michiardi
2022	J	`jnl`	Safer Autonomous Driving in a Stochastic, Partially-Observable Environment by Hierarchical Contingency Planning. CoRR Ugo Lecerf, Christelle Yemdji Tchassi, Pietro Michiardi
2021	J	`jnl`	A Scalable Bayesian Sampling Method Based on Stochastic Gradient Descent Isotropization. Entropy Giulio Franzese, Dimitrios Milios, Maurizio Filippone, Pietro Michiardi
2021	J	`jnl`	A Unified View of Stochastic Hamiltonian Sampling. CoRR Giulio Franzese, Dimitrios Milios, Maurizio Filippone, Pietro Michiardi
2021	A*	`conf`	An Identifiable Double VAE For Disentangled Representations. ICML Graziano Mita, Maurizio Filippone, Pietro Michiardi
2021	J	`jnl`	Cache-Based Multi-Query Optimization for Data-Intensive Scalable Computing Frameworks. Inf. Syst. Frontiers Pietro Michiardi, Damiano Carra, Sara Migliorini
2021	C	`conf`	Generative DNA: Representation Learning for DNA-based Approximate Image Storage. VCIP Giulio Franzese, Yiqing Yan, Giuseppe Serra, Ivan D'Onofrio, Raja Appuswamy, Pietro Michiardi
2021	A*	`conf`	Maximum Roaming Multi-Task Learning. AAAI Lucas Pascal, Pietro Michiardi, Xavier Bost, Benoit Huet, Maria A. Zuluaga
2021	A*	`conf`	Model Selection for Bayesian Autoencoders. NeurIPS Ba-Hien Tran, Simone Rossi, Dimitrios Milios, Pietro Michiardi, Edwin V. Bonilla, Maurizio Filippone
2021	J	`jnl`	Model Selection for Bayesian Autoencoders. CoRR Ba-Hien Tran, Simone Rossi, Dimitrios Milios, Pietro Michiardi, Edwin V. Bonilla, Maurizio Filippone
2021	C	`conf`	Multimodal Variational Autoencoders for Sensor Fusion and Cross Generation. ICMLA Matthieu Da Silva-Filarder, Andrea Ancora, Maurizio Filippone, Pietro Michiardi
2021	J	`jnl`	Optimization Strategies in Multi-Task Learning: Averaged or Separated Losses? CoRR Lucas Pascal, Pietro Michiardi, Xavier Bost, Benoit Huet, Maria A. Zuluaga
2021	A*	`conf`	Sparse within Sparse Gaussian Processes using Neighbor Information. ICML Gia-Lac Tran, Dimitrios Milios, Pietro Michiardi, Maurizio Filippone
2021	—	`conf`	Towards a generic deep learning pipeline for traffic measurements. StudentWorkshop@CoNEXT Raphaël Azorin, Massimo Gallo, Alessandro Finamore, Maurizio Filippone, Pietro Michiardi, Dario Rossi
2020	J	`jnl`	A Variational View on Bootstrap Ensembles as Bayesian Inference. CoRR Dimitrios Milios, Pietro Michiardi, Maurizio Filippone
2020	J	`jnl`	A comparative evaluation of novelty detection algorithms for discrete sequences. Artif. Intell. Rev. Rémi Domingues, Pietro Michiardi, Jérémie Barlet, Maurizio Filippone
2020	J	`jnl`	Elastic Provisioning of Cloud Caches: A Cost-Aware TTL Approach. IEEE/ACM Trans. Netw. Damiano Carra, Giovanni Neglia, Pietro Michiardi
2020	J	`jnl`	Isotropic SGD: a Practical Approach to Bayesian Posterior Sampling. CoRR Giulio Franzese, Rosa Candela, Dimitrios Milios, Maurizio Filippone, Pietro Michiardi
2020	A	`conf`	LIBRE: Learning Interpretable Boolean Rule Ensembles. AISTATS Graziano Mita, Paolo Papotti, Maurizio Filippone, Pietro Michiardi
2020	J	`jnl`	Learning Optimal Conditional Priors For Disentangled Representations. CoRR Graziano Mita, Maurizio Filippone, Pietro Michiardi
2020	J	`jnl`	Maximum Roaming Multi-Task Learning. CoRR Lucas Pascal, Pietro Michiardi, Xavier Bost, Benoit Huet, Maria A. Zuluaga
2020	—	`conf`	Model Monitoring and Dynamic Model Selection in Travel Time-Series Forecasting. ECML/PKDD (4) Rosa Candela, Pietro Michiardi, Maurizio Filippone, Maria A. Zuluaga
2020	J	`jnl`	Sparse within Sparse Gaussian Processes using Neighbor Information. CoRR Gia-Lac Tran, Dimitrios Milios, Pietro Michiardi, Maurizio Filippone
2020	A*	`conf`	USAD: UnSupervised Anomaly Detection on Multivariate Time Series. KDD Julien Audibert, Pietro Michiardi, Frédéric Guyard, Sébastien Marti, Maria A. Zuluaga
2019	J	`jnl`	A comparative evaluation of novelty detection algorithms for discrete sequences. CoRR Remi Domingues, Pietro Michiardi, Jérémie Barlet, Maurizio Filippone
2019	A	`conf`	Calibrating Deep Convolutional Gaussian Processes. AISTATS Gia-Lac Tran, Edwin V. Bonilla, John P. Cunningham, Pietro Michiardi, Maurizio Filippone
2019	—	`conf`	Dynamic Resource Shaping for Compute Clusters. BigData Congress Francesco Pace, Dimitrios Milios, Damiano Carra, Pietro Michiardi
2019	Misc	`conf`	Exact gaussian process regression with distributed computations. SAC Duc-Trung Nguyen, Maurizio Filippone, Pietro Michiardi
2019	A*	`conf`	Good Initializations of Variational Bayes for Deep Models. ICML Simone Rossi, Pietro Michiardi, Maurizio Filippone
2019	—	`conf`	In-memory Caching for Multi-query Optimization of Data-intensive Scalable Computing Workloads. EDBT/ICDT Workshops Pietro Michiardi, Damiano Carra, Sara Migliorini
2019	J	`jnl`	LIBRE: Learning Interpretable Boolean Rule Ensembles. CoRR Graziano Mita, Paolo Papotti, Maurizio Filippone, Pietro Michiardi
2019	J	`jnl`	Memory Partitioning and Management in Memcached. IEEE Trans. Serv. Comput. Damiano Carra, Pietro Michiardi
2019	J	`jnl`	Network level perspective in web sessions troubleshooting. Int. J. Commun. Syst. Marco Milanesio, Christian Callegari, Pietro Michiardi
2019	J	`jnl`	Sparsification as a Remedy for Staleness in Distributed Asynchronous SGD. CoRR Rosa Candela, Giulio Franzese, Maurizio Filippone, Pietro Michiardi
2019	A*	`conf`	TTL-based Cloud Caches. INFOCOM Damiano Carra, Giovanni Neglia, Pietro Michiardi
2018	J	`jnl`	A Data-Driven Approach to Dynamically Adjust Resource Allocation for Compute Clusters. CoRR Francesco Pace, Dimitrios Milios, Damiano Carra, Daniele Venzano, Pietro Michiardi
2018	J	`jnl`	A comparative evaluation of outlier detection algorithms: Experiments and analyses. Pattern Recognit. Remi Domingues, Maurizio Filippone, Pietro Michiardi, Jihane Zouaoui
2018	J	`jnl`	Cache Policies for Linear Utility Maximization. IEEE/ACM Trans. Netw. Giovanni Neglia, Damiano Carra, Pietro Michiardi
2018	J	`jnl`	Cache-based Multi-query Optimization for Data-intensive Scalable Computing Frameworks. CoRR Pietro Michiardi, Damiano Carra, Sara Migliorini
2018	J	`jnl`	Calibrating Deep Convolutional Gaussian Processes. CoRR Gia-Lac Tran, Edwin V. Bonilla, John P. Cunningham, Pietro Michiardi, Maurizio Filippone
2018	—	`conf`	Data-Driven Resource Shaping for Compute Clusters. SoCC Francesco Pace, Dimitrios Milios, Damiano Carra, Daniele Venzano, Pietro Michiardi
2018	J	`jnl`	Deep Gaussian Process autoencoders for novelty detection. Mach. Learn. Remi Domingues, Pietro Michiardi, Jihane Zouaoui, Maurizio Filippone
2018	A*	`conf`	Dirichlet-based Gaussian Processes for Large-scale Calibrated Classification. NeurIPS Dimitrios Milios, Raffaello Camoriano, Pietro Michiardi, Lorenzo Rosasco, Maurizio Filippone
2018	J	`jnl`	Dirichlet-based Gaussian Processes for Large-scale Calibrated Classification. CoRR Dimitrios Milios, Raffaello Camoriano, Pietro Michiardi, Lorenzo Rosasco, Maurizio Filippone
2018	—	`conf`	Elastic Provisioning of Cloud Caches: a Cost-aware TTL Approach. SoCC Damiano Carra, Giovanni Neglia, Pietro Michiardi
2018	J	`jnl`	Elastic Provisioning of Cloud Caches: a Cost-aware TTL Approach. CoRR Damiano Carra, Giovanni Neglia, Pietro Michiardi
2018	J	`jnl`	Good Initializations of Variational Bayes for Deep Models. CoRR Simone Rossi, Pietro Michiardi, Maurizio Filippone
2018	B	`conf`	Stocator: Providing High Performance and Fault Tolerance for Apache Spark Over Object Storage. CCGrid Gil Vernik, Michael Factor, Elliot K. Kolodner, Pietro Michiardi, Effi Ofer, Francesco Pace
2017	J	`jnl`	A Parallel MapReduce Algorithm to Efficiently Support Itemset Mining on High Dimensional Data. Big Data Res. Daniele Apiletti, Elena Baralis, Tania Cerquitelli, Paolo Garza, Fabio Pulvirenti, Pietro Michiardi
2017	J	`jnl`	Access-Time-Aware Cache Algorithms. ACM Trans. Model. Perform. Evaluation Comput. Syst. Giovanni Neglia, Damiano Carra, Mingdong Feng, Vaishnav Janardhan, Pietro Michiardi, Dimitra Tsigkari
2017	—	`conf`	Bleach: A Distributed Stream Data Cleaning System. BigData Congress Yongchao Tian, Pietro Michiardi, Marko Vukolic
2017	A*	`conf`	Cache policies for linear utility maximization. INFOCOM Giovanni Neglia, Damiano Carra, Pietro Michiardi
2017	J	`jnl`	DiNoDB: An Interactive-Speed Query Engine for Ad-Hoc Queries on Temporary Data. IEEE Trans. Big Data Yongchao Tian, Ioannis Alagiannis, Erietta Liarou, Anastasia Ailamaki, Pietro Michiardi, Marko Vukolic
2017	B	`conf`	Flexible Scheduling of Distributed Analytic Applications. CCGrid Francesco Pace, Daniele Venzano, Damiano Carra, Pietro Michiardi
2017	J	`jnl`	HFSP: Bringing Size-Based Scheduling To Hadoop. IEEE Trans. Cloud Comput. Mario Pastorelli, Damiano Carra, Matteo Dell'Amico, Pietro Michiardi
2017	A*	`conf`	Random Feature Expansions for Deep Gaussian Processes. ICML Kurt Cutajar, Edwin V. Bonilla, Pietro Michiardi, Maurizio Filippone
2017	—	`conf`	Resource Management for Parallel Processing Frameworks with Load Awareness at Worker Side. BigData Congress Son-Hai Ha, Patrick Brown, Pietro Michiardi
2017	J	`jnl`	Scalable and flexible clustering solutions for mobile phone-based population indicators. Int. J. Data Sci. Anal. Alessandro Lulli, Lorenzo Gabrielli, Patrizio Dazzi, Matteo Dell'Amico, Pietro Michiardi, Mirco Nanni, Laura Ricci
2017	J	`jnl`	Stocator: A High Performance Object Store Connector for Spark. CoRR Gil Vernik, Michael Factor, Elliot K. Kolodner, Pietro Michiardi, Effi Ofer, Francesco Pace
2017	Misc	`conf`	Stocator: a high performance object store connector for spark. SYSTOR Gil Vernik, Michael Factor, Elliot K. Kolodner, Effi Ofer, Pietro Michiardi, Francesco Pace
2017	—	`conf`	Stocator: an object store aware connector for apache spark. SoCC Gil Vernik, Michael Factor, Elliot K. Kolodner, Effi Ofer, Pietro Michiardi, Francesco Pace
2017	A*	`conf`	Too Big to Eat: Boosting Analytics Data Ingestion from Object Stores with Scoop. ICDE Yosef Moatti, Eran Rom, Raúl Gracia Tinedo, Dalit Naor, Doron Chen, Josep Sampé, Marc Sánchez Artigas, Pedro García López, Filip Gluszak, Eric Deschdt, Francesco Pace, Daniele Venzano, Pietro Michiardi
2016	A*	`conf`	A novel, low-latency algorithm for multiple Group-By query optimization. ICDE Duy-Hung Phan, Pietro Michiardi
2016	A	`conf`	Access-Time Aware Cache Algorithms. ITC Giovanni Neglia, Damiano Carra, Mingdong Feng, Vaishnav Janardhan, Pietro Michiardi, Dimitra Tsigkari
2016	J	`jnl`	Bleach: A Distributed Stream Data Cleaning System. CoRR Yongchao Tian, Pietro Michiardi, Marko Vukolic
2016	J	`jnl`	DiNoDB: an Interactive-speed Query Engine for Ad-hoc Queries on Temporary Data. CoRR Yongchao Tian, Ioannis Alagiannis, Erietta Liarou, Anastasia Ailamaki, Pietro Michiardi, Marko Vukolic
2016	B	`conf`	Experimental Performance Evaluation of Cloud-Based Analytics-as-a-Service. CLOUD Francesco Pace, Marco Milanesio, Daniele Venzano, Damiano Carra, Pietro Michiardi
2016	J	`jnl`	Experimental Performance Evaluation of Cloud-Based Analytics-as-a-Service. CoRR Francesco Pace, Marco Milanesio, Daniele Venzano, Damiano Carra, Pietro Michiardi
2016	J	`jnl`	Fast Online k-nn Graph Building. CoRR Thibault Debatty, Pietro Michiardi, Wim Mees
2016	—	`conf`	Fast distributed k-nn graph update. IEEE BigData Thibault Debatty, Fabio Pulvirenti, Pietro Michiardi, Wim Mees
2016	J	`jnl`	Flexible Scheduling of Distributed Analytic Applications. CoRR Francesco Pace, Daniele Venzano, Damiano Carra, Pietro Michiardi
2016	J	`jnl`	IOStack: Software-Defined Object Storage. IEEE Internet Comput. Raúl Gracia Tinedo, Pedro García López, Marc Sánchez Artigas, Josep Sampé, Yosef Moatti, Eran Rom, Dalit Naor, Ramon Nou, Toni Cortes, William Oppermann, Pietro Michiardi
2016	C	`conf`	Improving population estimation from mobile calls: A clustering approach. ISCC Alessandro Lulli, Lorenzo Gabrielli, Patrizio Dazzi, Matteo Dell'Amico, Pietro Michiardi, Mirco Nanni, Laura Ricci
2016	J	`jnl`	NG-DBSCAN: Scalable Density-Based Clustering for Arbitrary Data. Proc. VLDB Endow. Alessandro Lulli, Matteo Dell'Amico, Pietro Michiardi, Laura Ricci
2016	—	`ed.`	New Trends in Databases and Information Systems - ADBIS 2016 Short Papers and Workshops, BigDap, DCSA, DC, Prague, Czech Republic, August 28-31, 2016, Proceedings ADBIS (Short Papers and Workshops) Mirjana Ivanovic, Bernhard Thalheim, Barbara Catania, Klaus-Dieter Schewe, Marite Kirikova, Petr Saloun, Ajantha Dahanayake, Tania Cerquitelli, Elena Baralis, Pietro Michiardi
2016	J	`jnl`	PSBS: Practical Size-Based Scheduling. IEEE Trans. Computers Matteo Dell'Amico, Damiano Carra, Pietro Michiardi
2015	J	`jnl`	Adaptive redundancy management for durable P2P backup. Comput. Networks Matteo Dell'Amico, Pietro Michiardi, László Toka, Pasquale Cataldi
2015	—	`conf`	Cost-based Memory Partitioning and Management in Memcached. IMDM@VLDB Damiano Carra, Pietro Michiardi
2015	—	`conf`	Efficient and Self-Balanced ROLLUP Aggregates for Large-Scale Data Summarization. BigData Congress Duy-Hung Phan, Quang-Nhat Hoang-Xuan, Matteo Dell'Amico, Pietro Michiardi
2015	J	`jnl`	On Fair Size-Based Scheduling. CoRR Matteo Dell'Amico, Damiano Carra, Pietro Michiardi
2015	J	`jnl`	On User Availability Prediction and Network Applications. IEEE/ACM Trans. Netw. Matteo Dell'Amico, Maurizio Filippone, Pietro Michiardi, Yves Roudier
2015	—	`conf`	PaMPa-HD: A Parallel MapReduce-Based Frequent Pattern Miner for High-Dimensional Data. ICDM Workshops Daniele Apiletti, Elena Baralis, Tania Cerquitelli, Paolo Garza, Pietro Michiardi, Fabio Pulvirenti
2015	—	`conf`	Scalable k-NN based text clustering. IEEE BigData Alessandro Lulli, Thibault Debatty, Matteo Dell'Amico, Pietro Michiardi, Laura Ricci
2015	B	`conf`	Troubleshooting web sessions with CUSUM. IWCMC Christian Callegari, Marco Milanesio, Pietro Michiardi
2014	—	`conf`	Building k-nn graphs from large text data. IEEE BigData Thibault Debatty, Pietro Michiardi, Olivier Thonnard, Wim Mees
2014	—	`conf`	Determining the k in k-means with MapReduce. EDBT/ICDT Workshops Thibault Debatty, Pietro Michiardi, Wim Mees, Olivier Thonnard
2014	—	`conf`	DiNoDB: Efficient Large-Scale Raw Data Analytics. Data4U@VLDB Yongchao Tian, Ioannis Alagiannis, Erietta Liarou, Anastasia Ailamaki, Pietro Michiardi, Marko Vukolic
2014	—	`conf`	Memory partitioning in Memcached: An experimental performance analysis. ICC Damiano Carra, Pietro Michiardi
2014	—	`conf`	OS-Assisted Task Preemption for Hadoop. ICDCS Workshops Mario Pastorelli, Matteo Dell'Amico, Pietro Michiardi
2014	J	`jnl`	OS-Assisted Task Preemption for Hadoop. CoRR Mario Pastorelli, Matteo Dell'Amico, Pietro Michiardi
2014	J	`jnl`	On User Availability Prediction and Network Applications. CoRR Matteo Dell'Amico, Maurizio Filippone, Pietro Michiardi, Yves Roudier
2014	—	`conf`	On the design space of MapReduce ROLLUP aggregates. EDBT/ICDT Workshops Duy-Hung Phan, Matteo Dell'Amico, Pietro Michiardi
2014	—	`conf`	On the impact of socio-economic factors on power load forecasting. IEEE BigData Yufei Han, Xiaolan Sha, Etta Grover-Silva, Pietro Michiardi
2014	J	`jnl`	PSBS: Practical Size-Based Scheduling. CoRR Matteo Dell'Amico, Damiano Carra, Pietro Michiardi
2014	B	`conf`	Revisiting Size-Based Scheduling with Estimated Job Sizes. MASCOTS Matteo Dell'Amico, Damiano Carra, Mario Pastorelli, Pietro Michiardi
2014	J	`jnl`	Revisiting Size-Based Scheduling with Estimated Job Sizes. CoRR Matteo Dell'Amico, Damiano Carra, Mario Pastorelli, Pietro Michiardi
2014	—	`conf`	Scalable Graph Building from Text Data. BigMine Thibault Debatty, Pietro Michiardi, Olivier Thonnard, Wim Mees
2013	Misc	`conf`	A Measurement Study of Data-Intensive Network Traffic Patterns in a Private Cloud. UCC Daniele Venzano, Pietro Michiardi
2013	J	`jnl`	Characterization and Management of Popular Content in KAD. IEEE Trans. Parallel Distributed Syst. Damiano Carra, Moritz Steiner, Pietro Michiardi, Ernst W. Biersack, Wolfgang Effelsberg, Taoufik En-Najjary
2013	—	`conf`	HFSP: Size-based scheduling for Hadoop. IEEE BigData Mario Pastorelli, Antonio Barbuzzi, Damiano Carra, Matteo Dell'Amico, Pietro Michiardi
2013	J	`jnl`	HFSP: The Hadoop Fair Sojourn Protocol CoRR Mario Pastorelli, Antonio Barbuzzi, Damiano Carra, Pietro Michiardi
2013	J	`jnl`	On the Impact of Incentives in eMule {Analysis and Measurements of a Popular File-Sharing Application}. IEEE J. Sel. Areas Commun. Damiano Carra, Pietro Michiardi, Hani Salah, Thorsten Strufe
2013	A	`conf`	Trend makers and trend spotters in a mobile application. CSCW Xiaolan Sha, Daniele Quercia, Matteo Dell'Amico, Pietro Michiardi
2012	—	`conf`	A measurement study of the Wuala on-line storage service. P2P Thomas Mager, Ernst W. Biersack, Pietro Michiardi
2012	J	`jnl`	Content Replication in Mobile Networks. IEEE J. Sel. Areas Commun. Chi-Anh La, Pietro Michiardi, Claudio Casetti, Carla-Fabiana Chiasserini, Marco Fiore
2012	A	`conf`	Paying for Piracy? An Analysis of One-Click Hosters' Controversial Reward Schemes. RAID Tobias Lauinger, Engin Kirda, Pietro Michiardi
2012	J	`jnl`	Peer-assisted content distribution on a budget. Comput. Networks Pietro Michiardi, Damiano Carra, Francesco Albanese, Azer Bestavros
2012	J	`jnl`	Redundancy Management for P2P Backup CoRR László Toka, Pasquale Cataldi, Matteo Dell'Amico, Pietro Michiardi
2012	A*	`conf`	Redundancy management for P2P backup. INFOCOM László Toka, Pasquale Cataldi, Matteo Dell'Amico, Pietro Michiardi
2012	A	`conf`	Spotting trends: the wisdom of the few. RecSys Xiaolan Sha, Daniele Quercia, Pietro Michiardi, Matteo Dell'Amico
2011	J	`jnl`	A scalable interest-oriented peer-to-peer pub/sub network. Peer-to-Peer Netw. Appl. Daishi Kato, Kaoutar Elkhiyaoui, Kazuo Kunieda, Keiji Yamada, Pietro Michiardi
2011	—	`conf`	Adaptive load balancing in KAD. Peer-to-Peer Computing Damiano Carra, Moritz Steiner, Pietro Michiardi
2011	—	`conf`	An empirical study of availability in friend-to-friend storage systems. Peer-to-Peer Computing Rajesh Sharma, Anwitaman Datta, Matteo Dell'Amico, Pietro Michiardi
2011	J	`jnl`	Analysis of user-driven peer selection in peer-to-peer backup and storage systems. Telecommun. Syst. László Toka, Pietro Michiardi
2011	J	`jnl`	Content replication and placement in mobile networks CoRR Chi-Anh La, Pietro Michiardi, Claudio Casetti, Carla-Fabiana Chiasserini, Marco Fiore
2011	—	`conf`	Data transfer scheduling for P2P storage. Peer-to-Peer Computing László Toka, Matteo Dell'Amico, Pietro Michiardi
2011	J	`jnl`	On the Robustness of BitTorrent Swarms to Greedy Peers. IEEE Trans. Parallel Distributed Syst. Damiano Carra, Giovanni Neglia, Pietro Michiardi, Francesco Albanese
2011	J	`jnl`	On the impact of seed scheduling in peer-to-peer networks. Comput. Networks Flavio Esposito, Ibrahim Matta, Debajyoti Bera, Pietro Michiardi
2010	B	`conf`	A Lightweight Distributed Solution to Content Replication in Mobile Networks. WCNC Chi-Anh La, Pietro Michiardi, Claudio Casetti, Carla-Fabiana Chiasserini, Marco Fiore
2010	J	`jnl`	Back To The Future: On Predicting User Uptime CoRR Matteo Dell'Amico, Pietro Michiardi, Yves Roudier
2010	J	`jnl`	Distributed Network Formation for n-Way Broadcast Applications. IEEE Trans. Parallel Distributed Syst. Georgios Smaragdakis, Nikolaos Laoutaris, Pietro Michiardi, Azer Bestavros, John W. Byers, Mema Roussopoulos
2010	J	`jnl`	On Scheduling and Redundancy for P2P Backup CoRR László Toka, Matteo Dell'Amico, Pietro Michiardi
2010	—	`conf`	Online Data Backup: A Peer-Assisted Approach. Peer-to-Peer Computing László Toka, Matteo Dell'Amico, Pietro Michiardi
2010	—	`conf`	Parallel bulk insertion for large-scale analytics applications. LADIS Antonio Barbuzzi, Pietro Michiardi, Ernst W. Biersack, Gennaro Boggia
2010	A*	`conf`	Password Strength: An Empirical Analysis. INFOCOM Matteo Dell'Amico, Pietro Michiardi, Yves Roudier
2009	J	`jnl`	A Holistic Approach to Information Distribution in Ad Hoc Networks CoRR Claudio Casetti, Carla-Fabiana Chiasserini, Marco Fiore, Chi-Anh La, Pietro Michiardi
2009	J	`jnl`	A Lightweight Distributed Solution to Content Replication in Mobile Networks CoRR Chi-Anh La, Pietro Michiardi, Claudio Casetti, Carla-Fabiana Chiasserini, Marco Fiore
2009	—	`conf`	A Scalable Interest-oriented Peer-to-Peer Pub/Sub Network. Peer-to-Peer Computing Kaoutar Elkhiyaoui, Daishi Kato, Kazuo Kunieda, Keiji Yamada, Pietro Michiardi
2009	J	`jnl`	Confidentiality and integrity for data aggregation in WSN using peer monitoring. Secur. Commun. Networks Roberto Di Pietro, Pietro Michiardi, Refik Molva
2009	J	`jnl`	Measuring Password Strength: An Empirical Analysis CoRR Matteo Dell'Amico, Pietro Michiardi, Yves Roudier
2009	A*	`conf`	On a selfish caching game. PODC Pietro Michiardi, Carla-Fabiana Chiasserini, Claudio Casetti, Chi-Anh La, Marco Fiore
2009	C	`conf`	P2P cache-and-forward mechanisms for mobile ad hoc networks. ISCC Claudio Casetti, Carla-Fabiana Chiasserini, Marco Fiore, Chi-Anh La, Pietro Michiardi
2009	B	`conf`	Seed Scheduling for Peer-to-Peer Networks. NCA Flavio Esposito, Ibrahim Matta, Pietro Michiardi, Nobuyuki Mitsutake, Damiano Carra
2009	—	`conf`	Selfish Neighbor Selection in Peer-to-Peer Backup and Storage Applications. Euro-Par Pietro Michiardi, László Toka
2008	A*	`conf`	A dynamic exchange game. PODC László Toka, Pietro Michiardi
2008	—	`conf`	Analysis of user-driven peer selection in peer-to-peer backup and storage systems. VALUETOOLS László Toka, Pietro Michiardi
2008	J	`jnl`	Characterizing User Mobility in Second Life CoRR Chi-Anh La, Pietro Michiardi
2008	—	`conf`	Characterizing user mobility in second life. WOSN Chi-Anh La, Pietro Michiardi
2008	A*	`conf`	Gossip-based aggregate computation: computing faster with non address-oblivious schemes. PODC Roberto Di Pietro, Pietro Michiardi
2008	—	`conf`	On the Impact of Greedy Strategies in BitTorrent Networks: The Case of BitTyrant. Peer-to-Peer Computing Damiano Carra, Giovanni Neglia, Pietro Michiardi
2008	A*	`conf`	Swarming on Optimized Graphs for n-Way Broadcast. INFOCOM Georgios Smaragdakis, Azer Bestavros, Nikolaos Laoutaris, John W. Byers, Pietro Michiardi, Mema Roussopoulos
2008	A	`conf`	Uplink allocation beyond choke/unchoke: or how to divide and conquer best. CoNEXT Nikolaos Laoutaris, Damiano Carra, Pietro Michiardi
2007	C	`conf`	A Game Theoretic Model of a Protocol for Data Possession Verification. WOWMOM Nouha Oualha, Pietro Michiardi, Yves Roudier
2007	—	`conf`	Aggregation Dynamics in Service Overlay Networks. SASO Pietro Michiardi, Paul Marrow, Richard Tateson, Fabrice Saffre
2007	B	`conf`	Modeling Seed Scheduling Strategies in BitTorrent. Networking Pietro Michiardi, Krishna K. Ramachandran, Biplab Sikdar
2006	—	`conf`	Establishment of Ad-Hoc Communities through Policy-Based Cryptography. WCAN@ICALP Walid Bagga, Stefano Crosta, Pietro Michiardi, Refik Molva
2006	Misc	`conf`	Identity Based Message Authentication for Dynamic Networks. SEC Pietro Michiardi, Refik Molva
2006	A*	`conf`	Impact of Inner Parameters and Overlay Structure on the Performance of BitTorrent. INFOCOM Guillaume Urvoy-Keller, Pietro Michiardi
2006	J	`jnl`	Rarest First and Choke Algorithms Are Enough CoRR Arnaud Legout, Guillaume Urvoy-Keller, Pietro Michiardi
2006	A	`conf`	Rarest first and choke algorithms are enough. Internet Measurement Conference Arnaud Legout, Guillaume Urvoy-Keller, Pietro Michiardi
2005	J	`jnl`	Analysis of coalition formation and cooperation strategies in mobile ad hoc networks. Ad Hoc Networks Pietro Michiardi, Refik Molva
2005	B	`conf`	Non-cooperative Forwarding in Ad-Hoc Networks. NETWORKING Eitan Altman, Arzad Alam Kherani, Pietro Michiardi, Refik Molva
2004	—	`conf`	Some Game-Theoretic Problems in Wireless Ad-Hoc Networks. EuroNGI Workshop Eitan Altman, Vivek S. Borkar, Arzad Alam Kherani, Pietro Michiardi, Refik Molva
2003	—	`conf`	Security in Ad Hoc Networks. PWC Refik Molva, Pietro Michiardi
2002	—	`conf`	Core: a collaborative reputation mechanism to enforce node cooperation in mobile ad hoc networks. Communications and Multimedia Security Pietro Michiardi, Refik Molva