Amadou Ba

20 papers B 5C 1Journal 5Unranked 9
YearRankTypeTitle / Venue / Authors
2025 — conf
AI-Native CECC Management architecture: Enabling Scalable and Intelligent Cloud-Edge Computing.
NFV-SDN
Abd-Elghani Meliani, Adlen Ksentini, Mohamed Mekki, Abdelhak Kadouma, Dimitrios Amaxilatis, Amadou Ba, Eduardo Ojeda Coronado, John Beredimas, Vrettos Moulos, Souvik Sengupta, Dimitrios Klonidis, Christos V. Verikoukis
2025 B conf
Causal Latency Modelling for Cloud Microservices.
CLOUD
Christopher Lohse, Diego Tsutsumi, Amadou Ba, Pavithra Harsha, Chitra Subramanian, Martin Straesser, Marco Ruffini
2025 — conf
Practical Contextual Bandits for Large-Scale Structured Discrete Constrained Optimization Problems.
KDD (2)
Pavithra Harsha, Chitra Subramanian, Naoki Abe, Shivaram Subramanian, Amadou Ba, Kevin Arturo Fernández Román, Mauricio Longinos Garrido, Chandrasekhar Narayanaswami
2024 B conf
Future Workload and Cloud Resource Usage: Insights from an Interpretable Forecasting Model.
IEEE Big Data
Amadou Ba
2024 J jnl
Leveraging Interpretability in the Transformer to Automate the Proactive Scaling of Cloud Resources.
CoRR
Amadou Ba, Pavithra Harsha, Chitra Subramanian
2023 J jnl
Automated Configuration of Heterogeneous Graph Neural Networks With a Semantic Math Parser for IoT Systems.
IEEE Internet Things J.
Amadou Ba, Karol Lynch, Joern Ploennigs, Ben Schaper, Christopher Lohse, Fabio Lorenzi
2023 J jnl
Causal Temporal Graph Convolutional Neural Networks (CTGCN).
CoRR
Abigail Langbridge, Fearghal O'Donncha, Amadou Ba, Fabio Lorenzi, Christopher Lohse, Joern Ploennigs
2023 B conf
Efficient Extraction of Insights at the Edges of Distributed Systems.
IEEE Big Data
Amadou Ba, Fearghal O'Donncha, Joern Ploennigs, Muneeza Azmat
2023 B conf
Two-sample KS test with approxQuantile in Apache Spark®.
IEEE Big Data
Bradley Eck, Duygu Kabakci-Zorlu, Amadou Ba
2022 — conf
Monitoring of IoT Systems at the Edges with Transformer-based Graph Convolutional Neural Networks.
EDGE
Amadou Ba, Fabio Lorenzi, Joern Ploennigs
2020 — conf
Supervision Strategy of a Hybrid System PV with Storage for Injection to the Electrical Network.
InterSol
Amadou Ba, Alphousseyni Ndiaye, Senghane Mbodji
2018 B conf
Forecasting Gas Usage for Big Buildings Using Generalized Additive Models and Deep Learning.
SMARTCOMP
Nilavra Pathak, Amadou Ba, Joern Ploennigs, Nirmalya Roy
2018 J jnl
Materializing the Promises of Cognitive IoT: How Cognitive Buildings Are Shaping the Way.
IEEE Internet Things J.
Joern Ploennigs, Amadou Ba, Michael Barry
2017 J jnl
Extending Brick for automated comfort diagnosis.
Autom.
Joern Ploennigs, Amadou Ba, Paulito Palmes
2013 — conf
Time-variant regularization in affine projection algorithms.
Allerton
Amadou Ba, Sean McKenna
2012 — conf
Adaptive Learning of Smoothing Functions: Application to Electricity Load Forecasting.
NIPS
Amadou Ba, Mathieu Sinn, Yannig Goude, Pascal Pompey
2012 — conf
Fault diagnosis of water distribution networks based on state-estimation and hypothesis testing.
Allerton Conference
Francesco Fusco, Amadou Ba
2009 — conf
Adaptive filter based on Lyapunov stability theory: Application to on-line bit-rock interaction surveillance.
ICONS
Amadou Ba, Slim Hbaieb, Nazih Mechbal, Michel Vergé
2009 — conf
Particle filters for linear regression and fault diagnosis: An Approach for on-line oilfield drilling processes monitoring.
CDC
Amadou Ba, Rafel Pons, Slim Hbaieb, Nazih Mechbal, Michel Vergé
2009 C conf
Stochastic adaptive learning rate in an identification method: An approach for on-line drilling processes monitoring.
ACC
Amadou Ba, Slim Hbaieb, Nazih Mechbal, Michel Vergé