Canini, Marco
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1

SqueezeNIC: Low-Latency In-NIC Compression for Distributed ..:

, In: Proceedings of the 2024 SIGCOMM Workshop on Networks for AI Computing,
 
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2

Proof-of-Concept of a Flexible and High-Fidelity Approach t..:

, In: Proceedings of the 2024 SIGCOMM Workshop on Networks for AI Computing,
 
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3

OmNICCL: Zero-cost Sparse AllReduce with Direct Cache Acces..:

, In: Proceedings of the 2024 SIGCOMM Workshop on Networks for AI Computing,
Gu, Tongzhou ; Fei, Jiawei ; Canini, Marco - p. 75-83 , 2024
 
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4

A First Look at the Impact of Distillation Hyper-Parameters..:

, In: Proceedings of the 3rd Workshop on Machine Learning and Systems,
Alballa, Norah ; Canini, Marco - p. 123-130 , 2023
 
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5

With Great Freedom Comes Great Opportunity: Rethinking Reso..:

, In: Proceedings of the Eighteenth European Conference on Computer Systems,
 
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6

TENSOR: Lightweight BGP Non-Stop Routing:

, In: Proceedings of the ACM SIGCOMM 2023 Conference,
Miao, Congcong ; Xiao, Yunming ; Canini, Marco... - p. 108-121 , 2023
 
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7

In-Network Aggregation with Transport Transparency for Dist..:

, In: Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 3,
Liu, Shuo ; Wang, Qiaoling ; Zhang, Junyi... - p. 376-391 , 2023
 
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8

On Detecting Biased Predictions with Post-hoc Explanation M..:

, In: Proceedings of the 2023 on Explainable and Safety Bounded, Fidelitous, Machine Learning for Networking,
 
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10

Kimad: Adaptive Gradient Compression with Bandwidth Awarene..:

, In: Proceedings of the 4th International Workshop on Distributed Machine Learning,
Xin, Jihao ; Ilin, Ivan ; Zhang, Shunkang.. - p. 35-48 , 2023
 
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11

REFL: Resource-Efficient Federated Learning:

, In: Proceedings of the Eighteenth European Conference on Computer Systems,
 
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13

Empirical analysis of federated learning in heterogeneous e..:

, In: Proceedings of the 2nd European Workshop on Machine Learning and Systems,
 
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14

Renaissance: A self-stabilizing distributed SDN control pla..:

Canini, Marco ; Salem, Iosif ; Schiff, Liron..
Journal of Computer and System Sciences.  127 (2022)  - p. 91-121 , 2022
 
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15

Direct nonlinear acceleration:

Dutta, Aritra ; Bergou, El Houcine ; Xiao, Yunming..
EURO Journal on Computational Optimization.  10 (2022)  - p. 100047 , 2022
 
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