Public-private cloud federation challenges by Parák, B, Wallom, D, Licehammer, S, Šustr, Z

“…Observed cloud usage patterns are used to demonstrate the need for large federated cloud infrastructures, in particular cloud federations bridging the gap between private cloud infrastructures and large commercial public cloud providers. …”

Federated contrastive learning for decentralized unlabeled medical images by Dong, N, Voiculescu, ID

“…Making practical use of a federated computing environment in the clinical domain and learning on medical images poses specific challenges. …”

Federated reinforcement learning at the edge: Exploring the learning-communication tradeoff by Gatsis, K

Federated learning-based in-network traffic analysis on IoT edge by Zang, M, Zheng, C, Koziak, T, Zilberman, N, Dittmann, L

“…To address these concerns, we present FLIP4, a distributed in-network attack detection framework based on federated tree models. FLIP4 maintains data privacy by enabling distributed machine learning training while keeping data local on IoT edge, and provides in-network inference within the programmable data plane on edge gateway for timely attack labeling and mitigation. …”

The user support programme and the training infrastructure of the EGI Federated Cloud by Fernandez, E, Scardaci, D, Sipos, G, Wallom, D, Chen, Y

“…The EGI Federated Cloud is a standards-based, open cloud system as well as its enabling technologies that federates institutional clouds to offer a scalable computing platform for data and/or compute driven applications and services. …”

FedSR: a simple and effective domain generalization method for federated learning by Nguyen, AT, Torr, PHS, Lim, S-N

“…In this paper, we incorporate the problem of Domain Generalization (DG) into Federated Learning to tackle the aforementioned issue. …”

Unleashing the power of federated learning in fragmented digital healthcare systems: a visionary perspective by Tania, MH, Clifton, DA

“…This paper presents our viewpoint and perspectives on the potential of federated learning in decentralised healthcare systems, especially in countries with infrastructure constraints and discusses its advantages, privacy and security concerns, and challenges. …”

Federating infrastructure as a service cloud computing systems to create a uniform e-infrastructure for research by Wallom, D, Turilli, M, Drescher, M, Scardaci, D, Newhouse, S

“…This paper details the state of the art, the design, development and deployment of the EGI Federated Cloud platform, an e-infrastructure offering scalable and flexible models of utilization to the European research community. …”

“Do we know each other or is it just our Devices?”: A Federated Context Model for Describing Social Activity Across Devices by Gionis, G, Desruelle, H, Blomme, D, Lyle, J, Faily, S, Bassbouss, L

EFIC 2006 – 5th Congress of The European Federation of IASP® Chapters (EFIC), Istanbul, Turkey, September 13 – 16, 2006.... by Wartolowska, K, Schweinhardt, P, Wordsworth, P, Chizh, B, Tracey, I

Metropolitan and city-regional politics in the urban age: why does “(smart) devolution” matter? by Calzada, I

“…Despite the so-called pluri-national and federal dilemmas, this article contributes to the examination of the side effects of “metropolitanisation” by considering three arguments based on geoeconomics (“prosperous competitiveness”), geo-politics (“smart devolution”), and geodemocratics (“right to decide”). …”

Learning underrepresented classes from decentralized partially labeled medical images by Dong, N, Kampffmeyer, M, Voiculescu, I

“…Using decentralized data for federated training is one promising emerging research direction for alleviating data scarcity in the medical domain. …”

Protocol conformance of collaborative SPARQL using multiparty session types by Hernawan, A, Yoshida, N

“…However, writing SPARQL federated queries may grow more complex as the number of domain participants increases, presenting challenges such as source discovery, completeness and performance. …”

Contractual frameworks for collaborative innovation in Australian e-Research by Fitzgerald, B, Austin, A

“…The OAK Law Project ('OAK' standing for Open Access to Knowledge) is an Australian research project sponsored by the Queensland University of Technology and is funded by the Australian Federal Government's Department of Education, Science and Training. …”

There is no vacuum under austerity: the militarisation of the public administration in Mexico by Zepeda Gil, R, Vargas Pineda, LR, Lima, RC

“…Since 2019, the Mexican federal government has embarked on a cycle of austerity cuts to public sector services to fund social policy based on unconditional cash transfers. …”

A semantic approach to polystores by Kharlamov, E, Mailis, T, Bereta, K, Bilidas, D, Brandt, S, Jimenez-Ruiz, E, Lamparter, S, Neuenstadt, C, Oezcep, O, Soylu, A, Svingos, C, Xiao, G, Zheleznyakov, D, Calvanese, D, Horrocks, I, Giese, M, Ioannidis, Y, Kotidis, Y, Moeller, R, Waaler, A

“…In the database community Polystores is an emerging and promising approach for data federation that aims at designing a unified querying layer over multiple data models. …”

Linear regression over networks with communication guarantees by Gatsis, K

“…This is increasingly attracting attention under the terms of distributed learning and federated learning. However, in connected autonomous systems, data transfer takes place over communication networks with often limited resources. …”

Global stability analysis of primal internet congestion control schemes with heterogeneous delays by Papachristodoulou, A, Peet, M

“…Copyright © 2007 International Federation of Automatic Control All Rights Reserved.…”

Nonlinear multi-agent system consensus with time-varying delays by Muenz, U, Papachristodoulou, A, Allgower, F

“…Copyright © 2007 International Federation of Automatic Control All Rights Reserved.…”

Splitting tax refunds and building savings: an empirical test by Beverly, S, Schneider, D, Tufano, P

“…We study a group of low-income individuals in Tulsa, Okalahoma, who, at the time of tax filing, were encouraged to save parts of their federal refunds. Those who agreed directed a portion of their refund to a savings account, and arranged to have the rest sent to them in the form of a check. …”