System Log Parsing: A Survey

Autor: Tianzhu Zhang, Han Qiu, Gabriele Castellano, Myriana Rifai, Chung Shue Chen, Fabio Pianese

Publikováno v: IEEE Transactions on Knowledge and Data Engineering. :1-20

Modern information and communication systems have become increasingly challenging to manage. The ubiquitous system logs contain plentiful information and are thus widely exploited as an alternative source for system management. As log files usually e

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::ca75e9d06c0c85c921e63ce289f4db42
https://doi.org/10.1109/tkde.2022.3222417

Towards inference delivery networks: distributing machine learning with optimality guarantees

Autor: Fabio Pianese, Andrea Araldo, Giovanni Neglia, Tareq Si Salem, Gabriele Castellano

Publikováno v: 19th Mediterranean Communication and Computer Networking Conference (MEDCOMNET 2021)
MEDCOMNET 2021-19th Mediterranean Communication and Computer Networking Conference
MEDCOMNET 2021-19th Mediterranean Communication and Computer Networking Conference, Jun 2021, Ibiza (virtual), Spain. pp.1-8, ⟨10.1109/MedComNet52149.2021.9501272⟩
19th Mediterranean Communication and Computer Networking Conference (MEDCOMNET 2021), Jun 2021, Ibiza (virtual), Spain. pp.1-8, ⟨10.1109/MedComNet52149.2021.9501272⟩
2021 19th Mediterranean Communication and Computer Networking Conference (MedComNet)
MEDCOMNET 2021/ 19th Mediterranean Communication and Computer Networking Conference
MEDCOMNET 2021/ 19th Mediterranean Communication and Computer Networking Conference, Jun 2021, Ibiza (virtual), Spain. pp.1-8, ⟨10.1109/MedComNet52149.2021.9501272⟩
MedComNet

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 tasks: either they are served directly by the end device (e.g., smartphones, IoT equipment, sma

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::f32d41f334ed2d09c33593c1f355fff8
https://hal.science/hal-03376168/file/sisalem21medcomnet.pdf

A Service-Defined Approach for Orchestration of Heterogeneous Applications in Cloud/Edge Platforms

Autor: Gabriele Castellano, Flavio Esposito, Fulvio Risso

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 infrastructure. However, due to the heterogeneity of such applications, specific orchestra

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::7f815fb26a2a5eaaccbd85b5d5a332d0
http://hdl.handle.net/11583/2752663

Fog Computing Over Challenged Networks: A Real Case Evaluation

Autor: Gabriele Castellano, Riccardo Loti, Fulvio Risso

Publikováno v: CloudNet

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 vicinity, which can provide the required computing and storage facilities instead of relying

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::3bc6f8a433abc65f85c25d10126a20cc
https://doi.org/10.1109/cloudnet.2018.8549354

Mimicking a compute domain orchestrator with the ONOS SDN Controller

Autor: Ivano Cerrato, Davide Pezzolla, Fulvio Risso, Antonio Manzalini, Gabriele Castellano

Publikováno v: NetSoft

With the NFV paradigm, network services are usually instantiated in datacenters (e.g., as VMs), while softwaredefined networks provide just plain connectivity. However, common SDN controllers can do much more than just traffic steering; particularly

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::4d9c87960d71786dd4c7d5ea6d1514dc
http://hdl.handle.net/11583/2677011