Search Results - "Castellano, Gabriele"

Scheduling Multi-Component Applications Across Federated Edge Clusters With Phare by Castellano, Gabriele, Galantino, Stefano, Risso, Fulvio, Manzalini, Antonio

“…has also resulted in increased complexity for Cloud orchestration tools. Traditional tools were designed for centralized data centers and are ineffective for…”
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A Distributed Orchestration Algorithm for Edge Computing Resources with Guarantees by Castellano, Gabriele, Esposito, Flavio, Risso, Fulvio

“…Edge Computing brings flexibility and scalability of virtualization technologies at the edge of the network, enabling service providers to deploy new…”
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System Log Parsing: A Survey by Zhang, Tianzhu, Qiu, Han, Castellano, Gabriele, Rifai, Myriana, Chen, Chung Shue, Pianese, Fabio

“…Modern information and communication systems have become increasingly challenging to manage. The ubiquitous system logs contain plentiful information and are…”
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End-to-end service orchestration across SDN and cloud computing domains by Bonafiglia, Roberto, Castellano, Gabriele, Cerrato, Ivano, Risso, Fulvio

“…This paper presents an open-source orchestration framework that deploys end-to-end services across OpenStack-managed data centers and SDN networks controlled…”
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A Service-Defined Approach for Orchestration of Heterogeneous Applications in Cloud/Edge Platforms by Castellano, Gabriele, Esposito, Flavio, Risso, Fulvio

“…Edge Computing is moving resources toward the network borders, thus enabling the deployment of a pool of new applications that benefit from the new distributed…”
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Toward Inference Delivery Networks: Distributing Machine Learning With Optimality Guarantees by Salem, Tareq Si, Castellano, Gabriele, Neglia, Giovanni, Pianese, Fabio, Araldo, Andrea

“…An increasing number of applications rely on complex inference tasks that are based on machine learning (ML). Currently, there are two options to run such…”
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A model‐based abstraction layer for heterogeneous SDN applications by Castellano, Gabriele, Cerrato, Ivano, Gharbaoui, Molka, Fichera, Silvia, Martini, Barbara, Risso, Fulvio, Castoldi, Piero

“…Summary Modern controllers for software‐defined networks (SDN) enable the execution of arbitrary SDN applications (eg, Network Address Translation (NAT),…”
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Towards Inference Delivery Networks: Distributing Machine Learning with Optimality Guarantees by Si Salem, Tareq, Castellano, Gabriele, Neglia, Giovanni, Pianese, Fabio, Araldo, Andrea

“…We present the novel idea of inference delivery networks (IDN), networks of computing nodes that coordinate to satisfy inference requests achieving the best…”
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System Log Parsing: A Survey by Zhang, Tianzhu, Qiu, Han, Castellano, Gabriele, Rifai, Myriana, Chen, Chung Shue, Pianese, Fabio

“…Modern information and communication systems have become increasingly challenging to manage. The ubiquitous system logs contain plentiful information and are…”
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A Disaggregated MEC Architecture Enabling Open Services and Novel Business Models by Castellano, Gabriele, Manzalini, Antonio, Risso, Fulvio

“…Network and Service Providers are exploring different exploitation strategies for the Multi-access Edge Computing (MEC), mainly motivated by the opportunities…”
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Fog Computing Over Challenged Networks: A Real Case Evaluation by Castellano, Gabriele, Risso, Fulvio, Loti, Riccardo

“…Fog computing enables a multitude of resource-constrained end devices (e.g., sensors and actuators) to benefit from the presence of fog nodes in their close…”
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Scheduling Inference Workloads on Distributed Edge Clusters with Reinforcement Learning by Castellano, Gabriele, Nieto, Juan-José, Luque, Jordi, Diego, Ferrán, Segura, Carlos, Perino, Diego, Esposito, Flavio, Risso, Fulvio, Raman, Aravindh

“…Many real-time applications (e.g., Augmented/Virtual Reality, cognitive assistance) rely on Deep Neural Networks (DNNs) to process inference tasks. Edge…”
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A Distributed Architecture for Edge Service Orchestration with Guarantees by Castellano, Gabriele, Esposito, Flavio, Risso, Fulvio

“…The Network Function Virtualization paradigm is attracting the interest of service providers, that may greatly benefit from its flexibility and scalability…”
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Mimicking a compute domain orchestrator with the ONOS SDN controller by Castellano, Gabriele, Cerrato, Ivano, Risso, Fulvio, Pezzolla, Davide, Manzalini, Antonio

“…With the NFV paradigm, network services are usually instantiated in datacenters (e.g., as VMs), while software-defined networks provide just plain…”
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Defining a Generic OR-VNFM Interface for Configuring Network Functions by Pezzolla, Davide, Cerrato, Ivano, Risso, Fulvio, Castellano, Gabriele

“…The ETSI model defines a generic architecture to deploy and configure virtual network functions. While many efforts from both academia and industry focus on…”
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