Validiation of the Sessionless Mode of the HTTPR Protocol. - Paolo Romano 002; Milton Romero; Bruno Ciciani; Francesco Quaglia (FORTE, 2003)

Analysis of Design Alternatives for Reverse Proxy Cache Providers. - Bruno Ciciani; Francesco Quaglia; Paolo Romano 002; Daniel M. Dias (MASCOTS, 2003)

Ensuring E-Transaction Through a Lightweight Protocol for Centralized Back-End Database. - Paolo Romano 002; Francesco Quaglia; Bruno Ciciani (ISPA, 2004)

A Protocol for Improved User Perceived QoS in Web Transactional Applications. - Paolo Romano 002; Francesco Quaglia; Bruno Ciciani (NCA, 2004)

A Path-Diversity Protocol for the Invocation of Distributed Transactions over the Web. - Paolo Romano 002; Francesco Quaglia (ICAS/ICNS, 2005)

Reliability in three-tier systems without application server coordination and persistent message queues. - Francesco Quaglia; Paolo Romano 002 (SAC, 2005)

Design and Analysis of an e-Transaction Protocol Tailored for OCC. - Paolo Romano 002; Francesco Quaglia; Bruno Ciciani (SAINT, 2005)

A Lightweight and Scalable e-Transaction Protocol for Three-Tier Systems with Centralized Back-End Database. - Paolo Romano 002; Francesco Quaglia; Bruno Ciciani (IEEE Trans. Knowl. Data Eng., 2005)

A simulation study of the effects of multi-path approaches in e-commerce applications. - Paolo Romano 002; Francesco Quaglia; Bruno Ciciani (IPDPS, 2006)

Providing e-Transaction Guarantees in Asynchronous Systems with Inaccurate Failure Detection. - Paolo Romano 002; Francesco Quaglia (NCA, 2006)

Design and Evaluation of a Parallel Edge Server Invocation Protocol for Transactional Applications over the Web. - Paolo Romano 002; Francesco Quaglia; Bruno Ciciani (SAINT, 2006)

A Lightweight Heuristic-based Mechanism for Collecting Committed Consistent Global States in Optimistic Simulation. - Diego Cucuzzo; Stefano D'Alessio; Francesco Quaglia; Paolo Romano 002 (DS-RT, 2007)

Approximate Analytical Models for Networked Servers Subject to MMPP Arrival Processes. - Bruno Ciciani; Andrea Santoro; Paolo Romano 002 (NCA, 2007)

Ensuring e-Transaction with Asynchronous and Uncoordinated Application Server Replicas. - Francesco Quaglia; Paolo Romano 002 (IEEE Trans. Parallel Distributed Syst., 2007)

Fast Computation of Hyper-exponential Approximations of the Response Time Distribution of MMPP/M/1 Queues. - Paolo Romano 002; Bruno Ciciani; Andrea Santoro; Francesco Quaglia (Annual Simulation Symposium, 2008)

Integration and evaluation of Multi-Instance-Precommit schemes within postgreSQL. - Paolo Romano 002; Francesco Quaglia (DSN, 2008)

Accuracy vs efficiency of hyper-exponential approximations of the response time distribution of MMPP/M/1 queues. - Paolo Romano 002; Bruno Ciciani; Andrea Santoro; Francesco Quaglia (IPDPS, 2008)

Towards distributed software transactional memory systems. - Paolo Romano 002; Nuno Carvalho; Luís E. T. Rodrigues (LADIS, 2008)

A Performance Model of Multi-Version Concurrency Control. - Pierangelo di Sanzo; Bruno Ciciani; Francesco Quaglia; Paolo Romano 002 (MASCOTS, 2008)

APART: Low Cost Active Replication for Multi-tier Data Acquisition Systems. - Paolo Romano 002; Diego Rughetti; Francesco Quaglia; Bruno Ciciani (NCA, 2008)

APART+: Boosting APART performance via optimistic pipelining of output events. - Paolo Romano 002; Francesco Quaglia; Bruno Ciciani (IPDPS, 2009)

The Weak Mutual Exclusion problem. - Paolo Romano 002; Luís E. T. Rodrigues; Nuno Carvalho (IPDPS, 2009)

An Efficient Weak Mutual Exclusion Algorithm. - Paolo Romano 002; Luís E. T. Rodrigues (ISPDC, 2009)

D2STM: Dependable Distributed Software Transactional Memory. - Maria Couceiro; Paolo Romano 002; Nuno Carvalho; Luís E. T. Rodrigues (PRDC, 2009)

Towards the Integration of Distributed Transactional Memories in Application Servers' Clusters. - Paolo Romano 002; Nuno Carvalho; Maria Couceiro; Luís E. T. Rodrigues; João P. Cachopo (QSHINE, 2009)

Accuracy versus efficiency of hyper-exponential approximations of the response time distribution of MMPP/M/1 queues. - Paolo Romano 002; Bruno Ciciani; Andrea Santoro; Francesco Quaglia (Int. J. Parallel Emergent Distributed Syst., 2009)

Evaluating database-oriented replication schemes in Software Transactional Memory systems. - Roberto Palmieri; Francesco Quaglia; Paolo Romano 002; Nuno Carvalho (IPDPS Workshops, 2010)

An Optimal Speculative Transactional Replication Protocol. - Paolo Romano 002; Roberto Palmieri; Francesco Quaglia; Nuno Carvalho; Luís E. T. Rodrigues (ISPA, 2010)

Asynchronous Lease-Based Replication of Software Transactional Memory. - Nuno Carvalho; Paolo Romano 002; Luís E. T. Rodrigues (Middleware, 2010)

AGGRO: Boosting STM Replication via Aggressively Optimistic Transaction Processing. - Roberto Palmieri; Francesco Quaglia; Paolo Romano 002 (NCA, 2010)

A Machine Learning Approach to Performance Prediction of Total Order Broadcast Protocols. - Maria Couceiro; Paolo Romano 002; Luís E. T. Rodrigues (SASO, 2010)

Brief announcement: on speculative replication of transactional systems. - Paolo Romano 002; Roberto Palmieri; Francesco Quaglia; Nuno Carvalho; Luís E. T. Rodrigues (SPAA, 2010)

Analytical modeling of lock-based concurrency control with arbitrary transaction data access patterns. - Pierangelo di Sanzo; Roberto Palmieri; Bruno Ciciani; Francesco Quaglia; Paolo Romano 002 (WOSP/SIPEW, 2010)

Cloud-TM: harnessing the cloud with distributed transactional memories. - Paolo Romano 002; Luís E. T. Rodrigues; Nuno Carvalho; João P. Cachopo (ACM SIGOPS Oper. Syst. Rev., 2010)

Integrated Monitoring of Infrastructures and Applications in Cloud Environments. - Roberto Palmieri; Pierangelo di Sanzo; Francesco Quaglia; Paolo Romano 002; Sebastiano Peluso; Diego Didona (Euro-Par Workshops (1), 2011)

HPCS 2011 tutorials: Tutorial I: Distributed software transactional memories: Foundations, algorithms and tools. - Maria Couceiro; Paolo Romano 002; Luís E. T. Rodrigues (HPCS, 2011)

PolyCert: Polymorphic Self-optimizing Replication for In-Memory Transactional Grids. - Maria Couceiro; Paolo Romano 002; Luís E. T. Rodrigues (Middleware, 2011)

A Generic Framework for Replicated Software Transactional Memories. - Nuno Carvalho; Paolo Romano 002; Luís E. T. Rodrigues (NCA, 2011)

Exploiting Total Order Multicast in Weakly Consistent Transactional Caches. - Pedro Ruivo 002; Maria Couceiro; Paolo Romano 002; Luís E. T. Rodrigues (PRDC, 2011)

OSARE: Opportunistic Speculation in Actively REplicated Transactional Systems. - Roberto Palmieri; Francesco Quaglia; Paolo Romano 002 (SRDS, 2011)

SCert: Speculative certification in replicated software transactional memories. - Nuno Carvalho; Paolo Romano 002; Luís E. T. Rodrigues (SYSTOR, 2011)

Poster: selftuning batching in total order broadcast via analytical modelling and reinforcement learning. - Paolo Romano 002; Matteo Leonetti (SIGMETRICS Perform. Evaluation Rev., 2011)

Providing e-Transaction Guarantees in Asynchronous Systems with No Assumptions on the Accuracy of Failure Detection. - Paolo Romano 002; Francesco Quaglia (IEEE Trans. Dependable Secur. Comput., 2011)

Lightweight cooperative logging for fault replication in concurrent programs. - Nuno Machado; Paolo Romano 002; Luís E. T. Rodrigues (DSN, 2012)

MultiPathPrivacy: Enhanced Privacy in Fault Replication. - Pedro Louro; João Garcia 001; Paolo Romano 002 (EDCC, 2012)

Topic 6: Grid, Cluster and Cloud Computing. - Erik Elmroth; Paraskevi Fragopoulou; Artur Andrzejak 001; Ivona Brandic; Karim Djemame; Paolo Romano 002 (Euro-Par, 2012)

Transactional auto scaler: elastic scaling of in-memory transactional data grids. - Diego Didona; Paolo Romano 002; Sebastiano Peluso; Francesco Quaglia (ICAC, 2012)

Self-tuning batching in total order broadcast protocols via analytical modelling and reinforcement learning. - Paolo Romano 002; Matteo Leonetti (ICNC, 2012)

When Scalability Meets Consistency: Genuine Multiversion Update-Serializable Partial Data Replication. - Sebastiano Peluso; Pedro Ruivo 002; Paolo Romano 002; Francesco Quaglia; Luís E. T. Rodrigues (ICDCS, 2012)

Automated Workload Characterization in Cloud-based Transactional Data Grids. - Bruno Ciciani; Diego Didona; Pierangelo di Sanzo; Roberto Palmieri; Sebastiano Peluso; Francesco Quaglia; Paolo Romano 002 (IPDPS Workshops, 2012)

SCORe: A Scalable One-Copy Serializable Partial Replication Protocol. - Sebastiano Peluso; Paolo Romano 002; Francesco Quaglia (Middleware, 2012)

ASAP: An Aggressive SpeculAtive Protocol for Actively Replicated Transactional Systems. - Roberto Palmieri; Francesco Quaglia; Paolo Romano 002 (NCA, 2012)

An Extremum Seeking Algorithm for Message Batching in Total Order Protocols. - Diego Didona; Daniele Carnevale 001; Sergio Galeani; Paolo Romano 002 (SASO, 2012)

SPECULA: Speculative Replication of Software Transactional Memory. - Sebastiano Peluso; Joao Fernandes; Paolo Romano 002; Francesco Quaglia; Luís E. T. Rodrigues (SRDS, 2012)

On the analytical modeling of concurrency control algorithms for Software Transactional Memories: The case of Commit-Time-Locking. - Pierangelo di Sanzo; Bruno Ciciani; Roberto Palmieri; Francesco Quaglia; Paolo Romano 002 (Perform. Evaluation, 2012)

A look to the old-world_sky: EU-funded dependability cloud computing research. - Alysson Neves Bessani; Rüdiger Kapitza; Dana Petcu; Paolo Romano 002; Spyridon V. Gogouvitis; Dimosthenis Kyriazis; Roberto G. Cascella (ACM SIGOPS Oper. Syst. Rev., 2012)

Where does transactional memory research stand and what challenges lie ahead?: WTM 2012, EuroTM workshop on transactional memory. - Maria Couceiro; Paolo Romano 002 (ACM SIGOPS Oper. Syst. Rev., 2012)

Cloud-TM. - João Barreto 001; Pierangelo di Sanzo; Roberto Palmieri; Paolo Romano 002 (Data Intensive Storage Services for Cloud Environments, 2013)

Towards effective and efficient search-based deterministic replay. - Manuel Bravo; Nuno Machado; Paolo Romano 002; Luís E. T. Rodrigues (HotDep, 2013)

Property-Driven Cooperative Logging for Concurrency Bugs Replication. - Nuno Machado; Paolo Romano 002; Luís E. T. Rodrigues (HotPar, 2013)

Bumper: Sheltering Transactions from Conflicts. - Nuno Lourenco Diegues; Paolo Romano 002 (SRDS, 2013)

Exploiting Locality in Lease-Based Replicated Transactional Memory via Task Migration. - Danny Hendler; Alex Naiman; Sebastiano Peluso; Francesco Quaglia; Paolo Romano 002; Adi Suissa (DISC, 2013)

Virtues and limitations of commodity hardware transactional memory. - Nuno Diegues; Paolo Romano 002; Luís E. T. Rodrigues (PACT, 2014)

Enhancing Locality via Caching in the GMU Protocol. - Hugo Pimentel; Paolo Romano 002; Sebastiano Peluso; Pedro Ruivo 002 (CCGRID, 2014)

REAP: Reporting Errors Using Alternative Paths. - João Matos; João Garcia 001; Paolo Romano 002 (ESOP, 2014)

Automatic Tuning of the Parallelism Degree in Hardware Transactional Memory. - Diego Rughetti; Paolo Romano 002; Francesco Quaglia; Bruno Ciciani (Euro-Par, 2014)

Self-Tuning Intel Transactional Synchronization Extensions. - Nuno Diegues; Paolo Romano 002 (ICAC, 2014)

Performance Modelling of Partially Replicated In-Memory Transactional Stores. - Diego Didona; Paolo Romano 002 (MASCOTS, 2014)

Self-Tuning Transactional Data Grids: The Cloud-TM Approach. - Diego Didona; Paolo Romano 002 (NCCA, 2014)

Time-warp: lightweight abort minimization in transactional memory. - Nuno Lourenco Diegues; Paolo Romano 002 (PPoPP, 2014)

Autonomic configuration of HyperDex via analytical modelling. - Nuno Lourenco Diegues; Muhammet Orazov; João Paiva; Luís E. T. Rodrigues; Paolo Romano 002 (SAC, 2014)

On the energy and performance of commodity hardware transactional memory. - Nuno Lourenco Diegues; Paolo Romano 002; Luís E. T. Rodrigues (SIGMETRICS, 2014)

Breaching the Wall of Impossibility Results on Disjoint-Access Parallel TM. - Sebastiano Peluso; Roberto Palmieri; Paolo Romano 002; Binoy Ravindran; Francesco Quaglia (DISC, 2014)

On Bootstrapping Machine Learning Performance Predictors via Analytical Models. - Diego Didona; Paolo Romano 002 (CoRR, 2014)

6th Workshop on Theory of Transactional Memory. - Maria Couceiro; Vincent Gramoli; Paolo Romano 002 (Bull. EATCS, 2014)

On speculative replication of transactional systems. - Paolo Romano 002; Roberto Palmieri; Francesco Quaglia; Nuno Carvalho; Luís E. T. Rodrigues (J. Comput. Syst. Sci., 2014)

Transactional Auto Scaler: Elastic Scaling of Replicated In-Memory Transactional Data Grids. - Diego Didona; Paolo Romano 002; Sebastiano Peluso; Francesco Quaglia (ACM Trans. Auton. Adapt. Syst., 2014)

AutoPlacer: Scalable Self-Tuning Data Placement in Distributed Key-Value Stores. - João Paiva; Pedro Ruivo 002; Paolo Romano 002; Luís E. T. Rodrigues (ACM Trans. Auton. Adapt. Syst., 2014)

Design and Evaluation of a Parallel Invocation Protocol for Transactional Applications over the Web. - Paolo Romano 002; Francesco Quaglia (IEEE Trans. Computers, 2014)

Self-tuning in Distributed Transactional Memory. - Maria Couceiro; Diego Didona; Luís E. T. Rodrigues; Paolo Romano 002 (Transactional Memory, 2015)

Reducing the vulnerability window in distributed transactional protocols. - Manuel Bravo; Paolo Romano 002; Luís E. T. Rodrigues; Peter Van Roy (PaPoC@EuroSys, 2015)

Using Analytical Models to Bootstrap Machine Learning Performance Predictors. - Diego Didona; Paolo Romano 002 (ICPADS, 2015)

Green-CM: Energy Efficient Contention Management for Transactional Memory. - Shady Issa; Paolo Romano 002; Mats Brorsson (ICPP, 2015)

Enhancing privacy protection in fault replication systems. - João Matos; João Garcia 001; Paolo Romano 002 (ISSRE, 2015)

Enabling resilient smart grid communication over the information-centric C-DAX middleware. - Michael Hoefling; Florian Heimgaertner; Michael Menth; Konstantinos V. Katsaros; Paolo Romano 002; Lorenzo Zanni; George Kamel (NetSys, 2015)

Q-OPT: Self-tuning Quorum System for Strongly Consistent Software Defined Storage. - Maria Couceiro; Gayana Chandrasekara; Manuel Bravo; Matti A. Hiltunen; Paolo Romano 002; Luís E. T. Rodrigues (Middleware, 2015)

Disjoint-Access Parallelism: Impossibility, Possibility, and Cost of Transactional Memory Implementations. - Sebastiano Peluso; Roberto Palmieri; Paolo Romano 002; Binoy Ravindran; Francesco Quaglia (PODC, 2015)

Enhancing Performance Prediction Robustness by Combining Analytical Modeling and Machine Learning. - Diego Didona; Francesco Quaglia; Paolo Romano 002; Ennio Torre (ICPE, 2015)

Hybrid Machine Learning/Analytical Models for Performance Prediction: A Tutorial. - Diego Didona; Paolo Romano 002 (ICPE, 2015)

Identifying the optimal level of parallelism in transactional memory applications. - Diego Didona; Pascal Felber; Derin Harmanci; Paolo Romano 002; Jörg Schenker (Computing, 2015)

On the use of Clocks to Enforce Consistency in the Cloud. - Manuel Bravo; Nuno Diegues; Jingna Zeng; Paolo Romano 002; Luís E. T. Rodrigues (IEEE Data Eng. Bull., 2015)

Bumper: Sheltering distributed transactions from conflicts. - Nuno Diegues; Paolo Romano 002 (Future Gener. Comput. Syst., 2015)

Self-tuning Intel Restricted Transactional Memory. - Nuno Diegues; Paolo Romano 002 (Parallel Comput., 2015)

A flexible framework for accurate simulation of cloud in-memory data stores. - Pierangelo di Sanzo; Francesco Quaglia; Bruno Ciciani; Alessandro Pellegrini 001; Diego Didona; Paolo Romano 002; Roberto Palmieri; Sebastiano Peluso (Simul. Model. Pract. Theory, 2015)

Time-Warp: Efficient Abort Reduction in Transactional Memory. - Nuno Diegues; Paolo Romano 002 (ACM Trans. Parallel Comput., 2015)

Chasing the Optimum in Replicated In-Memory Transactional Platforms via Protocol Adaptation. - Maria Couceiro; Pedro Ruivo 002; Paolo Romano 002; Luís E. T. Rodrigues (IEEE Trans. Parallel Distributed Syst., 2015)

ProteusTM: Abstraction Meets Performance in Transactional Memory. - Diego Didona; Nuno Diegues; Anne-Marie Kermarrec; Rachid Guerraoui; Ricardo Neves; Paolo Romano 002 (ASPLOS, 2016)

Hardware read-write lock elision. - Pascal Felber; Shady Issa; Alexander Matveev; Paolo Romano 002 (EuroSys, 2016)

The Future(s) of Transactional Memory. - Jingna Zeng; João Pedro Barreto 002; Seif Haridi; Luís E. T. Rodrigues; Paolo Romano 002 (ICPP, 2016)

STI-BT: A Scalable Transactional Index. - Nuno Diegues; Paolo Romano 002 (IEEE Trans. Parallel Distributed Syst., 2016)

GMU: Genuine Multiversion Update-Serializable Partial Data Replication. - Sebastiano Peluso; Pedro Ruivo 002; Paolo Romano 002; Francesco Quaglia; Luís E. T. Rodrigues (IEEE Trans. Parallel Distributed Syst., 2016)

Exploiting speculation in partially replicated transactional data stores. - Zhongmiao Li; Peter Van Roy; Paolo Romano 002 (SoCC, 2017)

An Analytical Model of Hardware Transactional Memory. - Daniel Castro 004; Paolo Romano 002; Diego Didona; Willy Zwaenepoel (MASCOTS, 2017)

Enhancing throughput of partially replicated state machines via multi-partition operation scheduling. - Zhongmiao Li; Peter Van Roy; Paolo Romano 002 (NCA, 2017)

Automatic Detection of Parkinson's Disease: An Experimental Analysis of Common Speech Production Tasks Used for Diagnosis. - Anna Pompili; Alberto Abad; Paolo Romano 002; Isabel P. Martins; Rita Cardoso; Helena Santos; Joana Carvalho; Isabel Guimarães; Joaquim J. Ferreira (TSD, 2017)

Seer: Probabilistic Scheduling for Hardware Transactional Memory. - Nuno Diegues; Paolo Romano 002; Stoyan Garbatov (ACM Trans. Comput. Syst., 2017)

Enhancing Efficiency of Hybrid Transactional Memory Via Dynamic Data Partitioning Schemes. - Pedro Raminhas; Shady Issa; Paolo Romano 002 (CCGrid, 2018)

Learning non-deterministic impact models for adaptation. - Francisco Duarte; Richard Gil Martinez; Paolo Romano 002; Antónia Lopes; Luís E. T. Rodrigues (SEAMS@ICSE, 2018)

Online Tuning of Parallelism Degree in Parallel Nesting Transactional Memory. - Jingna Zeng; Paolo Romano 002; João Pedro Barreto 002; Luís E. T. Rodrigues; Seif Haridi (IPDPS, 2018)

Speculative Read Write Locks. - Shady Issa; Paolo Romano 002; Tiago Lopes (Middleware, 2018)

CoopREP: Cooperative record and replay of concurrency bugs. - Nuno Machado; Paolo Romano 002; Luís E. T. Rodrigues (Softw. Test. Verification Reliab., 2018)

HeTM: Transactional Memory for Heterogeneous Systems. - Daniel Castro 004; Paolo Romano 002; Aleksandar Ilic; Amin M. Khan (PACT, 2019)

Sparkle: Speculative Deterministic Concurrency Control for Partially Replicated Transactional Stores. - Zhongmiao Li; Paolo Romano 002; Peter Van Roy (DSN, 2019)

Stretching the capacity of hardware transactional memory in IBM POWER architectures. - Ricardo Filipe; Shady Issa; Paolo Romano 002; João Barreto 001 (PPoPP, 2019)

Lynceus: Tuning and Provisioning Data Analytic Jobs on a Budget. - Maria Casimiro; Diego Didona; Paolo Romano 002; Luís E. T. Rodrigues; Willy Zwaenepoel (CoRR, 2019)

Hardware Transactional Memory meets memory persistency. - Daniel Castro 004; Paolo Romano 002; João Barreto 001 (J. Parallel Distributed Comput., 2019)

EdgeScaler: effective elastic scaling for graph stream processing systems. - Daniel Presser; Frank Siqueira; Luís E. T. Rodrigues; Paolo Romano 002 (DEBS, 2020)

NV-PhTM: An Efficient Phase-Based Transactional System for Non-volatile Memory. - Alexandro Baldassin; Rafael Murari; João P. L. de Carvalho; Guido Araujo; Daniel Castro 004; João Barreto 001; Paolo Romano 002 (Euro-Par, 2020)

Lynceus: Cost-efficient Tuning and Provisioning of Data Analytic Jobs. - Maria Casimiro; Diego Didona; Paolo Romano 002; Luís E. T. Rodrigues; Willy Zwaenepoel; David Garlan (ICDCS, 2020)

Exploiting Symbolic Execution to Accelerate Deterministic Databases. - Shady Issa; Miguel Viegas; Pedro Raminhas; Nuno Machado; Miguel Matos; Paolo Romano 002 (ICDCS, 2020)

Bandwidth-Aware Page Placement in NUMA. - David Gureya; João Neto 001; Reza Karimi; João Barreto 001; Pramod Bhatotia; Vivien Quéma; Rodrigo Rodrigues 001; Paolo Romano 002; Vladimir Vlassov (IPDPS, 2020)

TrimTuner: Efficient Optimization of Machine Learning Jobs in the Cloud via Sub-Sampling. - Pedro Mendes; Maria Casimiro; Paolo Romano 002; David Garlan (MASCOTS, 2020)

Giving Future(s) to Transactional Memory. - Jingna Zeng; Seif Haridi; Shady Issa; Paolo Romano 002; Luís E. T. Rodrigues (SPAA, 2020)

Extending hardware transactional memory capacity via rollback-only transactions and suspend/resume. - Shady Issa; Pascal Felber; Alexander Matveev; Paolo Romano 002 (Distributed Comput., 2020)

Transparent speculation in geo-replicated transactional data stores. - Zhongmiao Li; Paolo Romano 002; Peter Van Roy (J. Parallel Distributed Comput., 2020)

Self-Adaptation for Machine Learning Based Systems. - Maria Casimiro; Paolo Romano 002; David Garlan; Gabriel A. Moreno; Eunsuk Kang; Mark Klein 003 (ECSA (Companion), 2021)

Self-adaptive Machine Learning Systems: Research Challenges and Opportunities. - Maria Casimiro; Paolo Romano 002; David Garlan; Gabriel A. Moreno; Eunsuk Kang; Mark Klein 003 (ECSA (Tracks and Workshops), 2021)

SPHT: Scalable Persistent Hardware Transactions. - Daniel Castro 004; Alexandro Baldassin; João Barreto 001; Paolo Romano 002 (FAST, 2021)

Investigating the semantics of futures in transactional memory systems. - Jingna Zeng; Shady Issa; Paolo Romano 002; Luís E. T. Rodrigues; Seif Haridi (PPoPP, 2021)

A Probabilistic Model Checking Approach to Self-adapting Machine Learning Systems. - Maria Casimiro; David Garlan; Javier Cámara 001; Luís Rodrigues 001; Paolo Romano 002 (SEFM Workshops, 2021)

Transactions in the Era of Non Volatile Memory and Heterogeneous Memory Architectures. - Paolo Romano 002 (ICPE (Companion), 2021)

HyperJump: Accelerating HyperBand via Risk Modelling. - Pedro Mendes; Maria Casimiro; Paolo Romano 002 (CoRR, 2021)

Towards a Framework for Adapting Machine Learning Components. - Maria Casimiro; Paolo Romano 002; David Garlan; Luís Rodrigues 001 (ACSOS, 2022)

Stochastic simulated annealing for directed feedback vertex set. - Luís M. S. Russo; Daniel Castro 004; Aleksandar Ilic; Paolo Romano 002; Ana Sofia D. Correia (Appl. Soft Comput., 2022)

Persistent Memory: A Survey of Programming Support and Implementations. - Alexandro Baldassin; João Barreto 001; Daniel Castro 004; Paolo Romano 002 (ACM Comput. Surv., 2022)

HyperJump: Accelerating HyperBand via Risk Modelling. - Pedro Mendes; Maria Casimiro; Paolo Romano 002; David Garlan (AAAI, 2023)

Non-Volatile Hardware Transactional Memory: Challenges, Advancements, and Future Directions. - Paolo Romano 002 (ICPE (Companion), 2023)

Adversarial training for tabular data with attack propagation. - Tiago Leon Melo; João Bravo; Marco O. P. Sampaio; Paolo Romano 002; Hugo Ferreira 006; João Tiago Ascensão; Pedro Bizarro (CoRR, 2023)

CSMV: A highly scalable multi-versioned software transactional memory for GPUs. - Diogo Nunes; Daniel Castro 004; Paolo Romano 002 (J. Parallel Distributed Comput., 2023)

Hyper-parameter Tuning for Adversarially Robust Models. - Pedro Mendes; Paolo Romano 002; David Garlan (AISafety@IJCAI, 2024)

PIM-STM: Software Transactional Memory for Processing-In-Memory Systems. - André Lopes; Daniel Castro 004; Paolo Romano 002 (ASPLOS (2), 2024)

Error-Driven Uncertainty Aware Training. - Pedro Mendes; Paolo Romano 002; David Garlan (ECAI, 2024)

DUMBO: Making durable read-only transactions fly on hardware transactional memory. - João Barreto 001; Daniel Castro 004; Paolo Romano 002; Alexandro Baldassin (CoRR, 2024)

Self-adapting Machine Learning-based Systems via a Probabilistic Model Checking Framework. - Maria Casimiro; Diogo Soares; David Garlan; Luís Rodrigues 001; Paolo Romano 002 (ACM Trans. Auton. Adapt. Syst., 2024)

Flexico: Sustainable Machine Translation via Self-Adaptation. - Maria Casimiro; Paolo Romano 002; José G. C. De Souza; Amin M. Khan; David Garlan (SEAMS@ICSE, 2025)

GreenFactory: Ensembling Zero-Cost Proxies to Estimate Performance of Neural Networks. - Gabriel Cortês; Nuno Lourenço 002; Paolo Romano 002; Penousal Machado (CoRR, 2025)

CLUE: Neural Networks Calibration via Learning Uncertainty-Error alignment. - Pedro Mendes; Paolo Romano 002; David Garlan (CoRR, 2025)

Uncertainty Estimation by Human Perception versus Neural Models. - Pedro Mendes; Paolo Romano 002; David Garlan (CoRR, 2025)