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F

Federica Filippini

department of informatics

5H指数
50论文数
95被引数
收录论文 9
发表时间
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Performance modeling in FaaS workloads at the edge using machine learning基于机器学习的边缘FaaS工作负载性能建模
errCluster Computing-The Journal of Networks Software Tools and Applications
IF4.1
err2026-06-30
err0
errOAAI
errFederica Filippini; Marco Savi; Michele Ciavotta
err分享
err收藏
Distributed replica allocation and load balancing for Edge-Cloud FaaS A cooperative multi-agent orchestration approach边缘云函数即服务中的分布式副本分配与负载均衡：一种协同多智能体编排方法
errJournal of Systems Architecture
IF4.1
err2026-04-01
err0
PREAI
errFilippini, Federica; Lujak, Marin; Ciavotta, Michele
err分享
err收藏
Runtime Management of Artificial Intelligence Applications Through Hierarchical Reinforcement Learning通过分层强化学习实现人工智能应用的运行时管理
errPERFORMANCE EVALUATION METHODOLOGIES AND TOOLS, VALUETOOLS 2024
IF0
err2026-01-01
err0
PREAI
errCavadini, Riccardo; Sedghani, Hamta; Filippini, Federica; Ardagna, Danilo
err分享
err收藏
Decentralized Edge Workload Forecasting With Gossip Learning基于流言学习的分布式边缘工作负载预测
errIEEE Transactions on Network and Service Management
IF5.4
err2025-08-01
err0
errOAAI
errAlessandro Tundo; Federica Filippini; Francesco Regonesi; Michele Ciavotta; Marco Savi
err分享
err收藏
OSCAR-P and aMLLibrary: Profiling and predicting the performance of FaaS-based applications in computing continua☆
errJOURNAL OF SYSTEMS AND SOFTWARE
IF4.1
err2025-03-01
err0
errOAAI
errSala, Roberto; Guindani, Bruno; Galimberti, Enrico; Filippini, Federica; Sedghani, Hamta; Ardagna, Danilo; Risco, Sebastian; Molto, German; Caballer, Miguel
err分享
err收藏
Runtime Management of Artificial Intelligence Applications for Smart Eyewears智能眼镜人工智能应用的运行时管理
err16TH IEEE/ACM INTERNATIONAL CONFERENCE ON UTILITY AND CLOUD COMPUTING, UCC 2023
IF0
err2024-04-04
err0
errOAAI
errKambale, Abednego Wamuhindo; Sedghani, Hamta; Filippini, Federica; Verticale, Giacomo; Ardagna, Danilo
err分享
err收藏
A Stochastic Approach for Scheduling AI Training Jobs in GPU-Based Systems
errIEEE TRANSACTIONS ON CLOUD COMPUTING
IF5
err2024-01-01
err3
errOAAI
errFilippini, Federica; Anselmi, Jonatha; Ardagna, Danilo; Gaujal, Bruno
err分享
err收藏
SPACE4AI-D: A Design-Time Tool for AI Applications Resource Selection in Computing Continua
errIEEE TRANSACTIONS ON SERVICES COMPUTING
IF5.8
err2024-01-01
err1
PREAI
errSedghani, Hamta; Filippini, Federica; Ardagna, Danilo
err分享
err收藏
A Path Relinking Method for the Joint Online Scheduling and Capacity Allocation of DL Training Workloads in GPU as a Service Systems
errIEEE TRANSACTIONS ON SERVICES COMPUTING
IF5.8
err2023-05-01
err2
errOAAI
errFilippini, Federica; Lattuada, Marco; Ciavotta, Michele; Jahani, Arezoo; Ardagna, Danilo; Amaldi, Edoardo
err分享
err收藏

研究方向

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合作学者
合作期刊
E
E. Amaldi
H 指数: 40 · 论文数: 364
D
Danilo Ardagna
H 指数: 34 · 论文数: 252
B
Bruno Gaujal
H 指数: 25 · 论文数: 273
G
Germán Moltó
H 指数: 21 · 论文数: 138
G
Giacomo Verticale
H 指数: 18 · 论文数: 161
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