185 citations · 545 across the 17 of their papers we have counts for
17 papers
Learning to Remember: Attentive Reinforcement Learning for Edge Serverless Autoscaling
Faraz Shaikh, Gianluca Reali, Mauro Femminella
In edge computing, the stochastic and bursty nature of serverless workloads challenges autonomous resource orchestration. Traditional reactive controllers, such as the Kubernetes H…
Topological Analysis for Identifying Anomalies in Serverless Platforms
Gianluca Reali, Mauro Femminella
The information flows in serverless platforms are complex and non-conservative. This is a direct result of how independently deployed functions interact under the platform coarse-g…
A Hodge-Based Framework for Service Operational Analysis in Serverless Platforms
Gianluca Reali, Mauro Femminella
In this paper we propose a method for analyzing services deployed in serverless platforms. These services typically consists of orchestrated functions that can exhibit complex and…
Skin Cancer Classification using Inception Network and Transfer Learning
Priscilla Benedetti, Damiano Perri, Marco Simonetti +3
Medical data classification is typically a challenging task due to imbalance between classes. In this paper, we propose an approach to classify dermatoscopic images from HAM10000 (…
A molecular communications model for drug delivery
Mauro Femminella, Gianluca Reali, Athanasios V. Vasilakos
This paper considers the scenario of a targeted drug delivery system, which consists of deploying a number of biological nanomachines close to a biological target (e.g. a tumor), a…
Applications of molecular communications to medicine: a survey
Luca Felicetti, Mauro Femminella, Gianluca Reali +1
In recent years, progresses in nanotechnology have established the foundations for implementing nanomachines capable of carrying out simple but significant tasks. Under this stimul…
Genomics as a Service: a Joint Computing and Networking Perspective
Gianluca Reali, Mauro Femminella, Emilia Nunzi +1
This paper provides a global picture about the deployment of networked processing services for genomic data sets. Many current research make an extensive use genomic data, which ar…
A signaling protocol for service function localization
Mauro Femminella, Gianluca Reali, Dario Valocchi
Current proposals for combining service functions (SFs) do not address some critical management issues, such as the discovery of SF instances close to IP data paths. This informati…
TCP-like molecular communications
Luca Felicetti, Mauro Femminella, Gianluca Reali +2
In this paper, we present a communication protocol between a pair of biological nanomachines, transmitter and receiver, built upon molecular communications in an aqueous environmen…
Gossip-based Signaling Dissemination Extension for Next Steps In Signaling
M. Femminella, R. Francescangeli, G. Reali +1
In this paper, we propose a new gossip-based signaling dissemination method for the Next Steps in Signaling protocol family. In more detail, we propose to extend the General Intern…
Establishing digital molecular communications in blood vessels
Luca Felicetti, Mauro Femminella, Gianluca Reali
In this paper we propose a solution for transmitting digital information within the cardiocirculatory system. In particular, we make use of a channel delivering burst of molecules,…
Consistency Analysis of Sensor Data Distribution
Mauro Femminella, Gianluca Reali
In this paper we analyze the probability of consistency of sensor data distribution systems (SDDS), and determine suitable evaluation models. This problem is typically difficult, s…
Enhancing Java Call Control with Media Server Control functions
Mauro Femminella, Francesco Giacinti, Gianluca Reali
In this paper, we propose a novel abstraction layer for application service implementation compliant with the Java Call Control (JCC) specifications. It simplifies creation of mult…
Modeling the guaranteed delivery of bulk data
Mauro Femminella, Gianluca Reali, Roberto Francescangeli
The delivery of bulk data is an increasingly pressing problem in modern networks. While in some cases these transfers happen in background without specific constraints in terms of…
Simulation of Molecular Signaling in Blood Vessels: Software Design and Application to Atherogenesis
Luca Felicetti, Mauro Femminella, Gianluca Reali
This paper presents a software platform, named BiNS2, able to simulate diffusion-based molecular communications with drift inside blood vessels. The contribution of the paper is tw…
Advanced Caching for Distributing Sensor Data through Programmable Nodes
M. Femminella, G. Reali, D. Valocchi +2
This paper shows an innovative solution for distributing dynamic sensor data by using distributed caches. Our proposal is based on the concepts of service modularization and virtua…
A Markovian Model for Assessing the Consistency of Vehicular Storage Systems
Mauro Femminella, Gianluca Reali, Walter Colitti +1
In this paper, we evaluate the suitability of the vehicular devices for supporting data storage and distribution applications. Vehicular storage systems have recently emerged as me…