Yaniv Ben-Itzhak

According to our database, Yaniv Ben-Itzhak authored at least 33 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

IIsy: Hybrid In-Network Classification Using Programmable Switches.

Changgang Zheng, Zhaoqi Xiong, Thanh T. Bui, Siim Kaupmees, Riyad Bensoussane, Antoine Bernabeu, Shay Vargaftik, Yaniv Ben-Itzhak, Noa Zilberman

IEEE/ACM Trans. Netw., June, 2024

Planter: Rapid Prototyping of In-Network Machine Learning Inference.

Changgang Zheng, Mingyuan Zang, Xinpeng Hong, Liam Perreault, Riyad Bensoussane, Shay Vargaftik, Yaniv Ben-Itzhak, Noa Zilberman

Comput. Commun. Rev., January, 2024

Optimal and Near-Optimal Adaptive Vector Quantization.

Ran Ben-Basat, Yaniv Ben-Itzhak, Michael Mitzenmacher, Shay Vargaftik

CoRR, 2024

In-Network Machine Learning Using Programmable Network Devices: A Survey.

Changgang Zheng, Xinpeng Hong, Damu Ding, Shay Vargaftik, Yaniv Ben-Itzhak, Noa Zilberman

IEEE Commun. Surv. Tutorials, 2024

Accelerating Federated Learning with Quick Distributed Mean Estimation.

Ran Ben-Basat, Shay Vargaftik, Amit Portnoy, Gil Einziger, Yaniv Ben-Itzhak, Michael Mitzenmacher

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

ScionFL: Efficient and Robust Secure Quantized Aggregation.

Yaniv Ben-Itzhak, Helen Möllering, Benny Pinkas, Thomas Schneider, Ajith Suresh, Oleksandr Tkachenko, Shay Vargaftik, Christian Weinert, Hossein Yalame, Avishay Yanai

IACR Cryptol. ePrint Arch., 2023

DoCoFL: Downlink Compression for Cross-Device Federated Learning.

Ron Dorfman, Shay Vargaftik, Yaniv Ben-Itzhak, Kfir Yehuda Levy

Proceedings of the International Conference on Machine Learning, 2023

2022

ScionFL: Secure Quantized Aggregation for Federated Learning.

Yaniv Ben-Itzhak, Helen Möllering, Benny Pinkas, Thomas Schneider, Ajith Suresh, Oleksandr Tkachenko, Shay Vargaftik, Christian Weinert, Hossein Yalame, Avishay Yanai

CoRR, 2022

QUIC-FL: Quick Unbiased Compression for Federated Learning.

Ran Ben Basat, Shay Vargaftik, Amit Portnoy, Gil Einziger, Yaniv Ben-Itzhak, Michael Mitzenmacher

CoRR, 2022

Automating In-Network Machine Learning.

Changgang Zheng, Mingyuan Zang, Xinpeng Hong, Riyad Bensoussane, Shay Vargaftik, Yaniv Ben-Itzhak, Noa Zilberman

CoRR, 2022

IIsy: Practical In-Network Classification.

Changgang Zheng, Zhaoqi Xiong, Thanh T. Bui, Siim Kaupmees, Riyad Bensoussane, Antoine Bernabeu, Shay Vargaftik, Yaniv Ben-Itzhak, Noa Zilberman

CoRR, 2022

CloudCast: Characterizing Public Clouds Connectivity.

Noga H. Rotman, Yaniv Ben-Itzhak, Aran Bergman, Israel Cidon, Igor Golikov, Alex Markuze, Eyal Zohar

CoRR, 2022

EDEN: Communication-Efficient and Robust Distributed Mean Estimation for Federated Learning.

Shay Vargaftik, Ran Ben Basat, Amit Portnoy, Gal Mendelson, Yaniv Ben-Itzhak, Michael Mitzenmacher

Proceedings of the International Conference on Machine Learning, 2022

Efficient multiclass classification with duet.

Shay Vargaftik, Yaniv Ben-Itzhak

Proceedings of the EuroMLSys '22: Proceedings of the 2nd European Workshop on Machine Learning and Systems, Rennes, France, April 5, 2022

2021

RADE: resource-efficient supervised anomaly detection using decision tree-based ensemble methods.

Shay Vargaftik, Isaac Keslassy, Ariel Orda, Yaniv Ben-Itzhak

Mach. Learn., 2021

Communication-Efficient Federated Learning via Robust Distributed Mean Estimation.

Shay Vargaftik, Ran Ben Basat, Amit Portnoy, Gal Mendelson, Yaniv Ben-Itzhak, Michael Mitzenmacher

CoRR, 2021

DRIVE: One-bit Distributed Mean Estimation.

Shay Vargaftik, Ran Ben-Basat, Amit Portnoy, Gal Mendelson, Yaniv Ben-Itzhak, Michael Mitzenmacher

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

C-share: optical circuits sharing for software-defined data-centers.

Shay Vargaftik, Cosmin Caba, Liran Schour, Yaniv Ben-Itzhak

Comput. Commun. Rev., 2020

2019

RADE: Resource-Efficient Supervised Anomaly Detection Using Decision Tree-Based Ensemble Methods.

Shay Vargaftik, Isaac Keslassy, Yaniv Ben-Itzhak

CoRR, 2019

2017

Cluster-Based Load Balancing for Better Network Security.

Gal Frishman, Yaniv Ben-Itzhak, Oded Margalit

Proceedings of the Workshop on Big Data Analytics and Machine Learning for Data Communication Networks, 2017

2016

Optics in Data Centers: Adapting to Diverse Modern Workloads.

Shay Vargaftik, Isaac Keslassy, Ariel Orda, Katherine Barabash, Yaniv Ben-Itzhak, Ofer Biran, Dean H. Lorenz

Proceedings of the 9th ACM International on Systems and Storage Conference, 2016

Utilizing Optical Circuits in Hybrid Packet/Circuit Data-Center Networks.

Yaniv Ben-Itzhak, Cosmin Caba, José Soler

Proceedings of the 9th ACM International on Systems and Storage Conference, 2016

Composite-Path Switching.

Shay Vargaftik, Katherine Barabash, Yaniv Ben-Itzhak, Ofer Biran, Isaac Keslassy, Dean H. Lorenz, Ariel Orda

Proceedings of the 12th International on Conference on emerging Networking EXperiments and Technologies, 2016

2015

Heterogeneous NoC Router Architecture.

Yaniv Ben-Itzhak, Israel Cidon, Avinoam Kolodny, Michael Shabun, Nir Shmuel

IEEE Trans. Parallel Distributed Syst., 2015

Average latency and link utilization analysis of heterogeneous wormhole NoCs.

Yaniv Ben-Itzhak, Israel Cidon, Avinoam Kolodny

Integr., 2015

NoEncap: overlay network virtualization with no encapsulation overheads.

Sergey Guenender, Katherine Barabash, Yaniv Ben-Itzhak, Anna Levin, Eran Raichstein, Liran Schour

Proceedings of the 1st ACM SIGCOMM Symposium on Software Defined Networking Research, 2015

EnforSDN: Network policies enforcement with SDN.

Yaniv Ben-Itzhak, Katherine Barabash, Rami Cohen, Anna Levin, Eran Raichstein

Proceedings of the IFIP/IEEE International Symposium on Integrated Network Management, 2015

Networking Architecture for Seamless Cloud Interoperability.

Anna Levin, Katherine Barabash, Yaniv Ben-Itzhak, Sergey Guenender, Liran Schour

Proceedings of the 8th IEEE International Conference on Cloud Computing, 2015

2012

Optimizing heterogeneous NoC design.

Yaniv Ben-Itzhak, Israel Cidon, Avinoam Kolodny

Proceedings of the International Workshop on System Level Interconnect Prediction, 2012

HNOCS: Modular open-source simulator for Heterogeneous NoCs.

Yaniv Ben-Itzhak, Eitan Zahavi, Israel Cidon, Avinoam Kolodny

Proceedings of the 2012 International Conference on Embedded Computer Systems: Architectures, 2012

2011

NoCs simulation framework for OMNeT++.

Yaniv Ben-Itzhak, Eitan Zahavi, Israel Cidon, Avinoam Kolodny

Proceedings of the NOCS 2011, 2011

Delay analysis of wormhole based heterogeneous NoC.

Yaniv Ben-Itzhak, Israel Cidon, Avinoam Kolodny

Proceedings of the NOCS 2011, 2011

2010

Performance and Power Aware CMP Thread Allocation Modeling.

Yaniv Ben-Itzhak, Israel Cidon, Avinoam Kolodny

Proceedings of the High Performance Embedded Architectures and Compilers, 2010