Paolo Romano

Orcid: 0000-0001-7026-7446

Affiliations:
  • Lisbon University/INESC-ID, Lisbon, Portugal
  • Sapienza University of Rome, Italy (former)


According to our database1, Paolo Romano authored at least 143 papers between 2003 and 2024.

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Bibliography

2024
Self-adapting Machine Learning-based Systems via a Probabilistic Model Checking Framework.
ACM Trans. Auton. Adapt. Syst., September, 2024

Error-Driven Uncertainty Aware Training.
Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

PIM-STM: Software Transactional Memory for Processing-In-Memory Systems.
Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2024

2023
CSMV: A highly scalable multi-versioned software transactional memory for GPUs.
J. Parallel Distributed Comput., 2023

Adversarial training for tabular data with attack propagation.
CoRR, 2023

Hyper-parameter Tuning for Adversarially Robust Models.
CoRR, 2023

Non-Volatile Hardware Transactional Memory: Challenges, Advancements, and Future Directions.
Proceedings of the Companion of the 2023 ACM/SPEC International Conference on Performance Engineering, 2023

HyperJump: Accelerating HyperBand via Risk Modelling.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Persistent Memory: A Survey of Programming Support and Implementations.
ACM Comput. Surv., 2022

Stochastic simulated annealing for directed feedback vertex set.
Appl. Soft Comput., 2022

Towards a Framework for Adapting Machine Learning Components.
Proceedings of the IEEE International Conference on Autonomic Computing and Self-Organizing Systems, 2022

2021
HyperJump: Accelerating HyperBand via Risk Modelling.
CoRR, 2021

Transactions in the Era of Non Volatile Memory and Heterogeneous Memory Architectures.
Proceedings of the ICPE '21: ACM/SPEC International Conference on Performance Engineering, 2021

A Probabilistic Model Checking Approach to Self-adapting Machine Learning Systems.
Proceedings of the Software Engineering and Formal Methods. SEFM 2021 Collocated Workshops, 2021

Investigating the semantics of futures in transactional memory systems.
Proceedings of the PPoPP '21: 26th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2021

SPHT: Scalable Persistent Hardware Transactions.
Proceedings of the 19th USENIX Conference on File and Storage Technologies, 2021

Self-adaptive Machine Learning Systems: Research Challenges and Opportunities.
Proceedings of the Software Architecture - 15th European Conference, 2021

Self-Adaptation for Machine Learning Based Systems.
Proceedings of the ECSA 2021 Companion Volume, 2021

2020
Transparent speculation in geo-replicated transactional data stores.
J. Parallel Distributed Comput., 2020

Extending hardware transactional memory capacity via rollback-only transactions and suspend/resume.
Distributed Comput., 2020

Giving Future(s) to Transactional Memory.
Proceedings of the SPAA '20: 32nd ACM Symposium on Parallelism in Algorithms and Architectures, 2020

TrimTuner: Efficient Optimization of Machine Learning Jobs in the Cloud via Sub-Sampling.
Proceedings of the 28th International Symposium on Modeling, 2020

Bandwidth-Aware Page Placement in NUMA.
Proceedings of the 2020 IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2020

Exploiting Symbolic Execution to Accelerate Deterministic Databases.
Proceedings of the 40th IEEE International Conference on Distributed Computing Systems, 2020

Lynceus: Cost-efficient Tuning and Provisioning of Data Analytic Jobs.
Proceedings of the 40th IEEE International Conference on Distributed Computing Systems, 2020

NV-PhTM: An Efficient Phase-Based Transactional System for Non-volatile Memory.
Proceedings of the Euro-Par 2020: Parallel Processing, 2020

EdgeScaler: effective elastic scaling for graph stream processing systems.
Proceedings of the 14th ACM International Conference on Distributed and Event-based Systems, 2020

2019
Hardware Transactional Memory meets memory persistency.
J. Parallel Distributed Comput., 2019

Lynceus: Tuning and Provisioning Data Analytic Jobs on a Budget.
CoRR, 2019

Stretching the capacity of hardware transactional memory in IBM POWER architectures.
Proceedings of the 24th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2019

Sparkle: Speculative Deterministic Concurrency Control for Partially Replicated Transactional Stores.
Proceedings of the 49th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2019

HeTM: Transactional Memory for Heterogeneous Systems.
Proceedings of the 28th International Conference on Parallel Architectures and Compilation Techniques, 2019

2018
CoopREP: Cooperative record and replay of concurrency bugs.
Softw. Test. Verification Reliab., 2018

Speculative Read Write Locks.
Proceedings of the 19th International Middleware Conference, 2018

Online Tuning of Parallelism Degree in Parallel Nesting Transactional Memory.
Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium, 2018

Learning non-deterministic impact models for adaptation.
Proceedings of the 13th International Conference on Software Engineering for Adaptive and Self-Managing Systems, 2018

Enhancing Efficiency of Hybrid Transactional Memory Via Dynamic Data Partitioning Schemes.
Proceedings of the 18th IEEE/ACM International Symposium on Cluster, 2018

2017
Seer: Probabilistic Scheduling for Hardware Transactional Memory.
ACM Trans. Comput. Syst., 2017

Automatic Detection of Parkinson's Disease: An Experimental Analysis of Common Speech Production Tasks Used for Diagnosis.
Proceedings of the Text, Speech, and Dialogue - 20th International Conference, 2017

Enhancing throughput of partially replicated state machines via multi-partition operation scheduling.
Proceedings of the 16th IEEE International Symposium on Network Computing and Applications, 2017

An Analytical Model of Hardware Transactional Memory.
Proceedings of the 25th IEEE International Symposium on Modeling, 2017

Exploiting speculation in partially replicated transactional data stores.
Proceedings of the 2017 Symposium on Cloud Computing, SoCC 2017, Santa Clara, CA, USA, 2017

2016
GMU: Genuine Multiversion Update-Serializable Partial Data Replication.
IEEE Trans. Parallel Distributed Syst., 2016

STI-BT: A Scalable Transactional Index.
IEEE Trans. Parallel Distributed Syst., 2016

The Future(s) of Transactional Memory.
Proceedings of the 45th International Conference on Parallel Processing, 2016

Hardware read-write lock elision.
Proceedings of the Eleventh European Conference on Computer Systems, 2016

ProteusTM: Abstraction Meets Performance in Transactional Memory.
Proceedings of the Twenty-First International Conference on Architectural Support for Programming Languages and Operating Systems, 2016

2015
Chasing the Optimum in Replicated In-Memory Transactional Platforms via Protocol Adaptation.
IEEE Trans. Parallel Distributed Syst., 2015

Time-Warp: Efficient Abort Reduction in Transactional Memory.
ACM Trans. Parallel Comput., 2015

A flexible framework for accurate simulation of cloud in-memory data stores.
Simul. Model. Pract. Theory, 2015

Self-tuning Intel Restricted Transactional Memory.
Parallel Comput., 2015

Bumper: Sheltering distributed transactions from conflicts.
Future Gener. Comput. Syst., 2015

On the use of Clocks to Enforce Consistency in the Cloud.
IEEE Data Eng. Bull., 2015

Identifying the optimal level of parallelism in transactional memory applications.
Computing, 2015

Hybrid Machine Learning/Analytical Models for Performance Prediction: A Tutorial.
Proceedings of the 6th ACM/SPEC International Conference on Performance Engineering, Austin, TX, USA, January 31, 2015

Enhancing Performance Prediction Robustness by Combining Analytical Modeling and Machine Learning.
Proceedings of the 6th ACM/SPEC International Conference on Performance Engineering, Austin, TX, USA, January 31, 2015

Disjoint-Access Parallelism: Impossibility, Possibility, and Cost of Transactional Memory Implementations.
Proceedings of the 2015 ACM Symposium on Principles of Distributed Computing, 2015

Q-OPT: Self-tuning Quorum System for Strongly Consistent Software Defined Storage.
Proceedings of the 16th Annual Middleware Conference, Vancouver, BC, Canada, December 07, 2015

Enabling resilient smart grid communication over the information-centric C-DAX middleware.
Proceedings of the 2015 International Conference and Workshops on Networked Systems, 2015

Enhancing privacy protection in fault replication systems.
Proceedings of the 26th IEEE International Symposium on Software Reliability Engineering, 2015

Green-CM: Energy Efficient Contention Management for Transactional Memory.
Proceedings of the 44th International Conference on Parallel Processing, 2015

Using Analytical Models to Bootstrap Machine Learning Performance Predictors.
Proceedings of the 21st IEEE International Conference on Parallel and Distributed Systems, 2015

Reducing the vulnerability window in distributed transactional protocols.
Proceedings of the First Workshop on Principles and Practice of Consistency for Distributed Data, 2015

Self-tuning in Distributed Transactional Memory.
Proceedings of the Transactional Memory. Foundations, Algorithms, Tools, and Applications, 2015

2014
Design and Evaluation of a Parallel Invocation Protocol for Transactional Applications over the Web.
IEEE Trans. Computers, 2014

AutoPlacer: Scalable Self-Tuning Data Placement in Distributed Key-Value Stores.
ACM Trans. Auton. Adapt. Syst., 2014

Transactional Auto Scaler: Elastic Scaling of Replicated In-Memory Transactional Data Grids.
ACM Trans. Auton. Adapt. Syst., 2014

On speculative replication of transactional systems.
J. Comput. Syst. Sci., 2014

6th Workshop on Theory of Transactional Memory.
Bull. EATCS, 2014

On Bootstrapping Machine Learning Performance Predictors via Analytical Models.
CoRR, 2014

Breaching the Wall of Impossibility Results on Disjoint-Access Parallel TM.
Proceedings of the Distributed Computing - 28th International Symposium, 2014

On the energy and performance of commodity hardware transactional memory.
Proceedings of the ACM SIGMETRICS / International Conference on Measurement and Modeling of Computer Systems, 2014

Autonomic configuration of HyperDex via analytical modelling.
Proceedings of the Symposium on Applied Computing, 2014

Time-warp: lightweight abort minimization in transactional memory.
Proceedings of the ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2014

Self-Tuning Transactional Data Grids: The Cloud-TM Approach.
Proceedings of the IEEE 3rd Symposium on Network Cloud Computing and Applications, 2014

Performance Modelling of Partially Replicated In-Memory Transactional Stores.
Proceedings of the IEEE 22nd International Symposium on Modelling, 2014

Self-Tuning Intel Transactional Synchronization Extensions.
Proceedings of the 11th International Conference on Autonomic Computing, 2014

Automatic Tuning of the Parallelism Degree in Hardware Transactional Memory.
Proceedings of the Euro-Par 2014 Parallel Processing, 2014

REAP: Reporting Errors Using Alternative Paths.
Proceedings of the Programming Languages and Systems, 2014

Enhancing Locality via Caching in the GMU Protocol.
Proceedings of the 14th IEEE/ACM International Symposium on Cluster, 2014

Virtues and limitations of commodity hardware transactional memory.
Proceedings of the International Conference on Parallel Architectures and Compilation, 2014

2013
Exploiting Locality in Lease-Based Replicated Transactional Memory via Task Migration.
Proceedings of the Distributed Computing - 27th International Symposium, 2013

Bumper: Sheltering Transactions from Conflicts.
Proceedings of the IEEE 32nd Symposium on Reliable Distributed Systems, 2013

Property-Driven Cooperative Logging for Concurrency Bugs Replication.
Proceedings of the 5th USENIX Workshop on Hot Topics in Parallelism, 2013

Towards effective and efficient search-based deterministic replay.
Proceedings of the 9th Workshop on Hot Topics in Dependable Systems, 2013

Cloud-TM.
Proceedings of the Data Intensive Storage Services for Cloud Environments., 2013

2012
Where does transactional memory research stand and what challenges lie ahead?: WTM 2012, EuroTM workshop on transactional memory.
ACM SIGOPS Oper. Syst. Rev., 2012

A look to the old-world_sky: EU-funded dependability cloud computing research.
ACM SIGOPS Oper. Syst. Rev., 2012

On the analytical modeling of concurrency control algorithms for Software Transactional Memories: The case of Commit-Time-Locking.
Perform. Evaluation, 2012

SPECULA: Speculative Replication of Software Transactional Memory.
Proceedings of the IEEE 31st Symposium on Reliable Distributed Systems, 2012

An Extremum Seeking Algorithm for Message Batching in Total Order Protocols.
Proceedings of the Sixth IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2012

ASAP: An Aggressive SpeculAtive Protocol for Actively Replicated Transactional Systems.
Proceedings of the 11th IEEE International Symposium on Network Computing and Applications, 2012

SCORe: A Scalable One-Copy Serializable Partial Replication Protocol.
Proceedings of the Middleware 2012, 2012

Automated Workload Characterization in Cloud-based Transactional Data Grids.
Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium Workshops & PhD Forum, 2012

When Scalability Meets Consistency: Genuine Multiversion Update-Serializable Partial Data Replication.
Proceedings of the 2012 IEEE 32nd International Conference on Distributed Computing Systems, 2012

Self-tuning batching in total order broadcast protocols via analytical modelling and reinforcement learning.
Proceedings of the International Conference on Computing, Networking and Communications, 2012

Transactional auto scaler: elastic scaling of in-memory transactional data grids.
Proceedings of the 9th International Conference on Autonomic Computing, 2012

Topic 6: Grid, Cluster and Cloud Computing.
Proceedings of the Euro-Par 2012 Parallel Processing - 18th International Conference, 2012

MultiPathPrivacy: Enhanced Privacy in Fault Replication.
Proceedings of the 2012 Ninth European Dependable Computing Conference, 2012

Lightweight cooperative logging for fault replication in concurrent programs.
Proceedings of the IEEE/IFIP International Conference on Dependable Systems and Networks, 2012

2011
Providing e-Transaction Guarantees in Asynchronous Systems with No Assumptions on the Accuracy of Failure Detection.
IEEE Trans. Dependable Secur. Comput., 2011

Poster: selftuning batching in total order broadcast via analytical modelling and reinforcement learning.
SIGMETRICS Perform. Evaluation Rev., 2011

SCert: Speculative certification in replicated software transactional memories.
Proceedings of of SYSTOR 2011: The 4th Annual Haifa Experimental Systems Conference, Haifa, Israel, May 30, 2011

OSARE: Opportunistic Speculation in Actively REplicated Transactional Systems.
Proceedings of the 30th IEEE Symposium on Reliable Distributed Systems (SRDS 2011), 2011

Exploiting Total Order Multicast in Weakly Consistent Transactional Caches.
Proceedings of the 17th IEEE Pacific Rim International Symposium on Dependable Computing, 2011

A Generic Framework for Replicated Software Transactional Memories.
Proceedings of The Tenth IEEE International Symposium on Networking Computing and Applications, 2011

PolyCert: Polymorphic Self-optimizing Replication for In-Memory Transactional Grids.
Proceedings of the Middleware 2011, 2011

HPCS 2011 tutorials: Tutorial I: Distributed software transactional memories: Foundations, algorithms and tools.
Proceedings of the 2011 International Conference on High Performance Computing & Simulation, 2011

Integrated Monitoring of Infrastructures and Applications in Cloud Environments.
Proceedings of the Euro-Par 2011: Parallel Processing Workshops - CCPI, CGWS, HeteroPar, HiBB, HPCVirt, HPPC, HPSS, MDGS, ProPer, Resilience, UCHPC, VHPC, Bordeaux, France, August 29, 2011

2010
Cloud-TM: harnessing the cloud with distributed transactional memories.
ACM SIGOPS Oper. Syst. Rev., 2010

Analytical modeling of lock-based concurrency control with arbitrary transaction data access patterns.
Proceedings of the first joint WOSP/SIPEW International Conference on Performance Engineering, 2010

Brief announcement: on speculative replication of transactional systems.
Proceedings of the SPAA 2010: Proceedings of the 22nd Annual ACM Symposium on Parallelism in Algorithms and Architectures, 2010

A Machine Learning Approach to Performance Prediction of Total Order Broadcast Protocols.
Proceedings of the Fourth IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2010

AGGRO: Boosting STM Replication via Aggressively Optimistic Transaction Processing.
Proceedings of The Ninth IEEE International Symposium on Networking Computing and Applications, 2010

Asynchronous Lease-Based Replication of Software Transactional Memory.
Proceedings of the Middleware 2010 - ACM/IFIP/USENIX 11th International Middleware Conference, Bangalore, India, November 29, 2010

An Optimal Speculative Transactional Replication Protocol.
Proceedings of the IEEE International Symposium on Parallel and Distributed Processing with Applications, 2010

Evaluating database-oriented replication schemes in Software Transactional Memory systems.
Proceedings of the 24th IEEE International Symposium on Parallel and Distributed Processing, 2010

2009
Accuracy versus efficiency of hyper-exponential approximations of the response time distribution of <i>MMPP</i>/<i>M</i>/1 queues.
Int. J. Parallel Emergent Distributed Syst., 2009

Towards the Integration of Distributed Transactional Memories in Application Servers' Clusters.
Proceedings of the Quality of Service in Heterogeneous Networks, 2009

D2STM: Dependable Distributed Software Transactional Memory.
Proceedings of the 2009 15th IEEE Pacific Rim International Symposium on Dependable Computing, 2009

An Efficient Weak Mutual Exclusion Algorithm.
Proceedings of the Eighth International Symposium on Parallel and Distributed Computing, 2009

The Weak Mutual Exclusion problem.
Proceedings of the 23rd IEEE International Symposium on Parallel and Distributed Processing, 2009

APART<sup>+</sup>: Boosting APART performance via optimistic pipelining of output events.
Proceedings of the 23rd IEEE International Symposium on Parallel and Distributed Processing, 2009

2008
APART: Low Cost Active Replication for Multi-tier Data Acquisition Systems.
Proceedings of The Seventh IEEE International Symposium on Networking Computing and Applications, 2008

A Performance Model of Multi-Version Concurrency Control.
Proceedings of the 16th International Symposium on Modeling, 2008

Towards distributed software transactional memory systems.
Proceedings of the 2nd Workshop on Large-Scale Distributed Systems and Middleware, 2008

Accuracy vs efficiency of hyper-exponential approximations of the response time distribution of MMPP/M/1 queues.
Proceedings of the 22nd IEEE International Symposium on Parallel and Distributed Processing, 2008

Integration and evaluation of Multi-Instance-Precommit schemes within postgreSQL.
Proceedings of the 38th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2008

Fast Computation of Hyper-exponential Approximations of the Response Time Distribution of MMPP/M/1 Queues.
Proceedings of the Proceedings 41st Annual Simulation Symposium (ANSS-41 2008), 2008

2007
Ensuring e-Transaction with Asynchronous and Uncoordinated Application Server Replicas.
IEEE Trans. Parallel Distributed Syst., 2007

Approximate Analytical Models for Networked Servers Subject to MMPP Arrival Processes.
Proceedings of the Sixth IEEE International Symposium on Network Computing and Applications (NCA 2007), 12, 2007

A Lightweight Heuristic-based Mechanism for Collecting Committed Consistent Global States in Optimistic Simulation.
Proceedings of the 11th IEEE International Symposium on Distributed Simulation and Real-Time Applications, 2007

2006
Design and Evaluation of a Parallel Edge Server Invocation Protocol for Transactional Applications over the Web.
Proceedings of the 2006 International Symposium on Applications and the Internet (SAINT 2006), 2006

Providing e-Transaction Guarantees in Asynchronous Systems with Inaccurate Failure Detection.
Proceedings of the Fifth IEEE International Symposium on Network Computing and Applications, 2006

A simulation study of the effects of multi-path approaches in e-commerce applications.
Proceedings of the 20th International Parallel and Distributed Processing Symposium (IPDPS 2006), 2006

2005
A Lightweight and Scalable e-Transaction Protocol for Three-Tier Systems with Centralized Back-End Database.
IEEE Trans. Knowl. Data Eng., 2005

Design and Analysis of an e-Transaction Protocol Tailored for OCC.
Proceedings of the 2005 IEEE/IPSJ International Symposium on Applications and the Internet (SAINT 2005), 31 January, 2005

Reliability in three-tier systems without application server coordination and persistent message queues.
Proceedings of the 2005 ACM Symposium on Applied Computing (SAC), 2005

A Path-Diversity Protocol for the Invocation of Distributed Transactions over the Web.
Proceedings of the Joint International Conference on Autonomic and Autonomous Systems 2005 / International Conference on Networking and Services 2005, 2005

2004
A Protocol for Improved User Perceived QoS in Web Transactional Applications.
Proceedings of the 3rd IEEE International Symposium on Network Computing and Applications (NCA 2004), 30 August, 2004

Ensuring E-Transaction Through a Lightweight Protocol for Centralized Back-End Database.
Proceedings of the Parallel and Distributed Processing and Applications, 2004

2003
Analysis of Design Alternatives for Reverse Proxy Cache Providers.
Proceedings of the 11th International Workshop on Modeling, 2003

Validiation of the Sessionless Mode of the HTTPR Protocol.
Proceedings of the Formal Techniques for Networked and Distributed Systems - FORTE 2003, 23rd IFIP WG 6.1 International Conference, Berlin, Germany, September 29, 2003


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