Francesco Lo Presti

Orcid: 0000-0002-7461-6276

According to our database1, Francesco Lo Presti authored at least 100 papers between 1994 and 2024.

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Bibliography

2024
A framework for offloading and migration of serverless functions in the Edge-Cloud Continuum.
Pervasive Mob. Comput., 2024

QoS-aware offloading policies for serverless functions in the Cloud-to-Edge continuum.
Future Gener. Comput. Syst., 2024

Towards Energy-Aware Execution and Offloading of Serverless Functions.
Proceedings of the 4th Workshop on Flexible Resource and Application Management on the Edge, 2024

Towards a Multi-Armed Bandit Approach for Adaptive Load Balancing in Function-as-a-Service Systems.
Proceedings of the IEEE International Conference on Autonomic Computing and Self-Organizing Systems, 2024

2023
Hierarchical Auto-scaling Policies for Data Stream Processing on Heterogeneous Resources.
ACM Trans. Auton. Adapt. Syst., December, 2023

Dynamic Multi-Metric Thresholds for Scaling Applications Using Reinforcement Learning.
IEEE Trans. Cloud Comput., 2023

A Survey on Design Methodologies for Accelerating Deep Learning on Heterogeneous Architectures.
CoRR, 2023

FIGARO: reinForcement learnInG mAnagement acRoss the computing cOntinuum.
Proceedings of the IEEE/ACM 16th International Conference on Utility and Cloud Computing, 2023

Artifact: Serverledge: Decentralized Function-as-a-Service for the Edge-Cloud Continuum.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2023

Serverledge: Decentralized Function-as-a-Service for the Edge-Cloud Continuum.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications, 2023

Serverless Functions in the Cloud-Edge Continuum: Challenges and Opportunities.
Proceedings of the 31st Euromicro International Conference on Parallel, 2023

2022
Runtime Adaptation of Data Stream Processing Systems: The State of the Art.
ACM Comput. Surv., January, 2022

Green and Integrated Wearable Electrochemical Sensor for Chloride Detection in Sweat.
Sensors, 2022

2021
MEAD: Model-Based Vertical Auto-Scaling for Data Stream Processing.
Proceedings of the 21st IEEE/ACM International Symposium on Cluster, 2021

2020
Game-Theoretic Resource Pricing and Provisioning Strategies in Cloud Systems.
IEEE Trans. Serv. Comput., 2020

Geo-distributed efficient deployment of containers with Kubernetes.
Comput. Commun., 2020

Self-adaptive Threshold-based Policy for Microservices Elasticity.
Proceedings of the 28th International Symposium on Modeling, 2020

Self-balanced IPv4-IPv6 Lossless Translators with Dynamic Addresses Mapping.
Proceedings of the Advanced Information Networking and Applications, 2020

Hierarchical Scaling of Microservices in Kubernetes.
Proceedings of the IEEE International Conference on Autonomic Computing and Self-Organizing Systems, 2020

2019
Efficient Operator Placement for Distributed Data Stream Processing Applications.
IEEE Trans. Parallel Distributed Syst., 2019

CARMA: Channel-Aware Reinforcement Learning-Based Multi-Path Adaptive Routing for Underwater Wireless Sensor Networks.
IEEE J. Sel. Areas Commun., 2019

Elastic Deployment of Software Containers in Geo-Distributed Computing Environments.
Proceedings of the 2019 IEEE Symposium on Computers and Communications, 2019

Reinforcement Learning Based Policies for Elastic Stream Processing on Heterogeneous Resources.
Proceedings of the 13th ACM International Conference on Distributed and Event-based Systems, 2019

Self-adaptive Container Deployment in the Fog: A Survey.
Proceedings of the Algorithmic Aspects of Cloud Computing - 5th International Symposium, 2019

A Comparison of Markov Reward Based Resource-Latency Aware Heuristics for the Virtual Network Embedding Problem.
Proceedings of the Systems Modeling: Methodologies and Tools, 2019

2018
Integrating SDN and NFV with QoS-Aware Service Composition.
Proceedings of the Autonomous Control for a Reliable Internet of Services, 2018

Accurate and Efficient Measurements of IP Level Performance to Drive Interface Selection in Heterogeneous Wireless Networks.
IEEE Trans. Mob. Comput., 2018

Decentralized self-adaptation for elastic Data Stream Processing.
Future Gener. Comput. Syst., 2018

Optimal operator deployment and replication for elastic distributed data stream processing.
Concurr. Comput. Pract. Exp., 2018

Multi-Level Elasticity for Wide-Area Data Streaming Systems: A Reinforcement Learning Approach.
Algorithms, 2018

A Multi-level Elasticity Framework for Distributed Data Stream Processing.
Proceedings of the Euro-Par 2018: Parallel Processing Workshops, 2018

2017
Optimal Operator Replication and Placement for Distributed Stream Processing Systems.
SIGMETRICS Perform. Evaluation Rev., 2017

A Markov Reward based Resource-Latency Aware Heuristic for the Virtual Network Embedding Problem.
SIGMETRICS Perform. Evaluation Rev., 2017

Auto-Scaling in Data Stream Processing Applications: A Model-Based Reinforcement Learning Approach.
Proceedings of the New Frontiers in Quantitative Methods in Informatics, 2017

Towards Hierarchical Autonomous Control for Elastic Data Stream Processing in the Fog.
Proceedings of the Euro-Par 2017: Parallel Processing Workshops, 2017

2016
A game-theoretic approach to computation offloading in mobile cloud computing.
Math. Program., 2016

Accurate and efficient measurements of IP level performance to drive interface selection in heterogeneous wireless networks.
CoRR, 2016

Joint Operator Replication and Placement Optimization for Distributed Streaming Applications.
Proceedings of the 10th EAI International Conference on Performance Evaluation Methodologies and Tools, 2016

A Latency-Aware Reward Model Based Greedy Heuristic for the Virtual Network Embedding Problem.
Proceedings of the 10th EAI International Conference on Performance Evaluation Methodologies and Tools, 2016

QoS-aware application placement over distributed cloud.
Proceedings of the 39th International Convention on Information and Communication Technology, 2016

A Markov Reward Model Based Greedy Heuristic for the Virtual Network Embedding Problem.
Proceedings of the 24th IEEE International Symposium on Modeling, 2016

Optimal operator placement for distributed stream processing applications.
Proceedings of the 10th ACM International Conference on Distributed and Event-based Systems, 2016

2015
Throughput-Optimal Cross-Layer Design for Cognitive Radio Ad Hoc Networks.
IEEE Trans. Parallel Distributed Syst., 2015

On QoS-aware scheduling of data stream applications over fog computing infrastructures.
Proceedings of the 2015 IEEE Symposium on Computers and Communication, 2015

QoS-aware bidding strategies for VM spot instances: A reinforcement learning approach applied to periodic long running jobs.
Proceedings of the IFIP/IEEE International Symposium on Integrated Network Management, 2015

Distributed QoS-aware scheduling in storm.
Proceedings of the 9th ACM International Conference on Distributed Event-Based Systems, 2015

2014
Generalized Virtual Networking: an enabler for Service Centric Networking and Network Function Virtualization.
CoRR, 2014

Optimal Virtual Machines allocation in mobile femto-cloud computing: An MDP approach.
Proceedings of the 2014 IEEE Wireless Communications and Networking Conference Workshops, 2014

An architecture for mobile computation offloading on cloud-enabled LTE small cells.
Proceedings of the 2014 IEEE Wireless Communications and Networking Conference Workshops, 2014

Bidding Strategies in QoS-Aware Cloud Systems Based on N-Armed Bandit Problems.
Proceedings of the IEEE 3rd Symposium on Network Cloud Computing and Applications, 2014

2013
QoS Driven Per-Request Load-Aware Service Selection in Service Oriented Architectures.
Int. J. Softw. Informatics, 2013

MOSES: A Platform for Experimenting with QoS-Driven Self-Adaptation Policies for Service Oriented Systems.
Proceedings of the Software Engineering for Self-Adaptive Systems III. Assurances, 2013

Optimal Pricing and Service Provisioning Strategies in Cloud Systems: A Stackelberg Game Approach.
Proceedings of the 2013 IEEE Sixth International Conference on Cloud Computing, Santa Clara, CA, USA, June 28, 2013

2012
MOSES: A Framework for QoS Driven Runtime Adaptation of Service-Oriented Systems.
IEEE Trans. Software Eng., 2012

Admission control policies for a multi-class QoS-aware service oriented architecture.
SIGMETRICS Perform. Evaluation Rev., 2012

An adaptive model for online detection of relevant state changes in Internet-based systems.
Perform. Evaluation, 2012

A scalable analytical framework for deriving optimum scheduling and routing in underwater sensor networks.
Proceedings of the 9th IEEE International Conference on Mobile Ad-Hoc and Sensor Systems, 2012

2011
A new approach to QoS driven service selection in service oriented architectures.
Proceedings of the IEEE 6th International Symposium on Service Oriented System Engineering, 2011

A Performance Comparison of QoS-Driven Service Selection Approaches.
Proceedings of the Towards a Service-Based Internet - 4th European Conference, 2011

Optimal Admission Control for a QoS-Aware Service-Oriented System.
Proceedings of the Towards a Service-Based Internet - 4th European Conference, 2011

SLA-aware Resource Management for Application Service Providers in the Cloud.
Proceedings of the IEEE First Symposium on Network/Cloud Computing and Applications, 2011

An MDP-based admission control for a QoS-aware service-oriented system.
Proceedings of the 19th International Workshop on Quality of Service, 2011

2010
On Guaranteeing Global Dependability Properties in Collaborative Business Process Management.
Proceedings of the Business System Management and Engineering, 2010

Real-time models supporting resource management decisions in highly variable systems.
Proceedings of the 29th International Performance Computing and Communications Conference, 2010

Adaptive Management of Composite Services under Percentile-Based Service Level Agreements.
Proceedings of the Service-Oriented Computing - 8th International Conference, 2010

Toward optimal cross-layer solutions for cognitive radio wireless networks.
Proceedings of the 5th International ICST Conference on Cognitive Radio Oriented Wireless Networks and Communications, 2010

2009
Qos-driven runtime adaptation of service oriented architectures.
Proceedings of the 7th joint meeting of the European Software Engineering Conference and the ACM SIGSOFT International Symposium on Foundations of Software Engineering, 2009

A Scalable Approach to QoS-Aware Self-adaption in Service-Oriented Architectures.
Proceedings of the Quality of Service in Heterogeneous Networks, 2009

Runtime state change detector of computer system resources under non stationary conditions.
Proceedings of the 17th Annual Meeting of the IEEE/ACM International Symposium on Modelling, 2009

A General Model for Virtual Machines Resources Allocation in Multi-tier Distributed Systems.
Proceedings of the Fifth International Conference on Autonomic and Autonomous Systems, 2009

2008
Towards Self-adaptation for Dependable Service-Oriented Systems.
Proceedings of the Architecting Dependable Systems VI, 2008

2007
Dynamic replica placement and traffic redirection in content delivery networks.
SIGMETRICS Perform. Evaluation Rev., 2007

Efficient provisioning of service level agreements for service oriented applications.
Proceedings of the 2nd International Workshop on Service Oriented Software Engineering: in conjunction with the 6th ESEC/FSE joint meeting, 2007

Distributed Dynamic Replica Placement and Request Redirection in Content Delivery Networks.
Proceedings of the 15th International Symposium on Modeling, 2007

Flow-Based Service Selection forWeb Service Composition Supporting Multiple QoS Classes.
Proceedings of the 2007 IEEE International Conference on Web Services (ICWS 2007), 2007

2006
Network loss tomography using striped unicast probes.
IEEE/ACM Trans. Netw., 2006

Explicit Loss Inference in Multicast Tomography.
IEEE Trans. Inf. Theory, 2006

2005
Joint congestion control: routing and media access control optimization via dual decomposition for ad hoc wireless networks.
Proceedings of the 8th International Symposium on Modeling Analysis and Simulation of Wireless and Mobile Systems, 2005

Dynamic Replica Placement in Content Delivery Networks.
Proceedings of the 13th International Symposium on Modeling, 2005

Dynamic replica placement and user request redirection in content delivery networks.
Proceedings of IEEE International Conference on Communications, 2005

2004
Network tomography from measured end-to-end delay covariance.
IEEE/ACM Trans. Netw., 2004

Scalable fluid models and simulations for large-scale IP networks.
ACM Trans. Model. Comput. Simul., 2004

2003
Fluid models and solutions for large-scale IP networks.
Proceedings of the International Conference on Measurements and Modeling of Computer Systems, 2003

Quality of Service in Wireless Networks.
Proceedings of the 17th International Parallel and Distributed Processing Symposium (IPDPS 2003), 2003

Optimal dynamic replica placement in content delivery networks.
Proceedings of the 11th IEEE International Conference on Networks, 2003

2002
Multicast-based inference of network-internal delay distributions.
IEEE/ACM Trans. Netw., 2002

Multicast topology inference from measured end-to-end loss.
IEEE Trans. Inf. Theory, 2002

Network tomography on general topologies.
Proceedings of the International Conference on Measurements and Modeling of Computer Systems, 2002

2001
Network Delay Tomography from End-to-End Unicast Measurements.
Proceedings of the Evolutionary Trends of the Internet, 2001

Inferring Link Loss Using Striped Unicast Probes.
Proceedings of the Proceedings IEEE INFOCOM 2001, 2001

Adaptive Multicast Topology Inference.
Proceedings of the Proceedings IEEE INFOCOM 2001, 2001

2000
A hierarchical approach for bounding the completion time distribution of stochastic task graphs.
Perform. Evaluation, 2000

The use of end-to-end multicast measurements for characterizing internal network behavior.
IEEE Commun. Mag., 2000

Multicast Inference of Packet Delay Variance at Interior Network Links.
Proceedings of the Proceedings IEEE INFOCOM 2000, 2000

1999
Source time scale and optimal buffer/bandwidth tradeoff for heterogeneous regulated traffic in a network node.
IEEE/ACM Trans. Netw., 1999

Statistical inference of internal network loss and topology.
SIGMETRICS Perform. Evaluation Rev., 1999

1998
Markov analysis of the PRMA protocol for local wireless networks.
Wirel. Networks, 1998

1997
Source Time Scale and Optimal Buffer/Bandwidth Trade-Off for Regulated Traffic in an ATM Node.
Proceedings of the Proceedings IEEE INFOCOM '97, 1997

1996
Bounds, Approximations and Applications for A Two-Queue GPS System.
Proceedings of the Proceedings IEEE INFOCOM '96, 1996

1994
Stochastic Bounds on Execution Times of Parallel Computations.
Proceedings of the MASCOTS '94, Proceedings of the Second International Workshop on Modeling, Analysis, and Simulation On Computer and Telecommunication Systems, January 31, 1994


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