Sotabase

Career

· Researcher and Associate Professor, University of Cambridge, Department of Computer Science and Technology, Computer Laboratory2021–

Publications (92)

Toward Trustworthy AI Development: Mechanisms for Supporting Verifiable Claims
arXiv.org · 2020
424
cited
Do Switches Dream of Machine Learning?: Toward In-Network Classification
ACM Workshop on Hot Topics in Networks · 2019
216
cited
NetFPGA SUME: Toward Research Commodity 100Gb/s
2014
201
cited
A Geolocation Databases Study
IEEE Journal on Selected Areas in Communications · 2011
161
cited
The P4->NetFPGA Workflow for Line-Rate Packet Processing
Symposium on Field Programmable Gate Arrays · 2019
135
cited
The Case For In-Network Computing On Demand
European Conference on Computer Systems · 2019
109
cited
NetFPGA SUME: Toward 100 Gbps as Research Commodity
IEEE Micro · 2014
104
cited
P4xos: Consensus as a Network Service
IEEE/ACM Transactions on Networking · 2020
104
cited
OSNT: open source network tester
IEEE Network · 2014
87
cited
Planter: seeding trees within switches
SIGCOMM Posters and Demos · 2021
75
cited
A Structural Approach for PoP Geo-Location
2010 INFOCOM IEEE Conference on Computer Communications Workshops · 2010
73
cited
Filling gaps in trustworthy development of AI
Science · 2021
58
cited
In-Network Machine Learning Using Programmable Network Devices: A Survey
IEEE Communications Surveys and Tutorials · 2024
58
cited
Characterizing the impact of network latency on cloud-based applications’ performance
2017
56
cited
Reconfigurable Network Systems and Software-Defined Networking
Proceedings of the IEEE · 2015
55
cited
Automating In-Network Machine Learning
arXiv.org · 2022
48
cited
LaKe: The Power of In-Network Computing
International Conference on Reconfigurable Computing and FPGAs · 2018
46
cited
Where Has My Time Gone?
Passive and Active Network Measurement Conference · 2017
46
cited
IIsy: Hybrid In-Network Classification Using Programmable Switches
IEEE/ACM Transactions on Networking · 2024
44
cited
IIsy: Practical In-Network Classification
arXiv.org · 2022
44
cited
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Noa Zilberman | Researcher Profile | Sotabase | Sotabase