Yaniv Ben-Itzhak

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 26

Top Topics

Machine Learning

Network Devices

Vector Quantization

Top Venues

Comput. Commun. Rev.

Publications

Changgang Zheng, Xinpeng Hong, Damu Ding, Shay Vargaftik, Yaniv Ben-Itzhak, Noa Zilberman
In-Network Machine Learning Using Programmable Network Devices: A Survey. IEEE Commun. Surv. Tutorials 26 (2) (2024)
Changgang Zheng, Mingyuan Zang, Xinpeng Hong, Liam Perreault, Riyad Bensoussane, Shay Vargaftik, Yaniv Ben-Itzhak, Noa Zilberman
Planter: Rapid Prototyping of In-Network Machine Learning Inference. Comput. Commun. Rev. 54 (1) (2024)
Yaniv Ben-Itzhak, Helen Möllering, Benny Pinkas, Thomas Schneider, Ajith Suresh, Oleksandr Tkachenko, Shay Vargaftik, Christian Weinert, Hossein Yalame, Avishay Yanai
ScionFL: Efficient and Robust Secure Quantized Aggregation. SaTML (2024)
Changgang Zheng, Zhaoqi Xiong, Thanh T. Bui, Siim Kaupmees, Riyad Bensoussane, Antoine Bernabeu, Shay Vargaftik, Yaniv Ben-Itzhak, Noa Zilberman
IIsy: Hybrid In-Network Classification Using Programmable Switches. IEEE/ACM Trans. Netw. 32 (3) (2024)
Ran Ben-Basat, Yaniv Ben-Itzhak, Michael Mitzenmacher, Shay Vargaftik
Optimal and Near-Optimal Adaptive Vector Quantization. CoRR (2024)
Ron Dorfman, Shay Vargaftik, Yaniv Ben-Itzhak, Kfir Yehuda Levy
DoCoFL: Downlink Compression for Cross-Device Federated Learning. ICML (2023)
Yaniv Ben-Itzhak, Helen Möllering, Benny Pinkas, Thomas Schneider, Ajith Suresh, Oleksandr Tkachenko, Shay Vargaftik, Christian Weinert, Hossein Yalame, Avishay Yanai
ScionFL: Efficient and Robust Secure Quantized Aggregation. IACR Cryptol. ePrint Arch. 2023 (2023)
Ron Dorfman, Shay Vargaftik, Yaniv Ben-Itzhak, Kfir Y. Levy
DoCoFL: Downlink Compression for Cross-Device Federated Learning. CoRR (2023)
Shay Vargaftik, Ran Ben Basat, Amit Portnoy, Gal Mendelson, Yaniv Ben-Itzhak, Michael Mitzenmacher
EDEN: Communication-Efficient and Robust Distributed Mean Estimation for Federated Learning. ICML (2022)
Noga H. Rotman, Yaniv Ben-Itzhak, Aran Bergman, Israel Cidon, Igor Golikov, Alex Markuze, Eyal Zohar
CloudCast: Characterizing Public Clouds Connectivity. CoRR (2022)
Changgang Zheng, Zhaoqi Xiong, Thanh T. Bui, Siim Kaupmees, Riyad Bensoussane, Antoine Bernabeu, Shay Vargaftik, Yaniv Ben-Itzhak, Noa Zilberman
IIsy: Practical In-Network Classification. CoRR (2022)
Ran Ben Basat, Shay Vargaftik, Amit Portnoy, Gil Einziger, Yaniv Ben-Itzhak, Michael Mitzenmacher
QUIC-FL: Quick Unbiased Compression for Federated Learning. CoRR (2022)
Shay Vargaftik, Yaniv Ben-Itzhak
Efficient multiclass classification with duet. EuroMLSys@EuroSys (2022)
Yaniv Ben-Itzhak, Helen Möllering, Benny Pinkas, Thomas Schneider, Ajith Suresh, Oleksandr Tkachenko, Shay Vargaftik, Christian Weinert, Hossein Yalame, Avishay Yanai
ScionFL: Secure Quantized Aggregation for Federated Learning. CoRR (2022)
Changgang Zheng, Mingyuan Zang, Xinpeng Hong, Riyad Bensoussane, Shay Vargaftik, Yaniv Ben-Itzhak, Noa Zilberman
Automating In-Network Machine Learning. CoRR (2022)
Shay Vargaftik, Ran Ben Basat, Amit Portnoy, Gal Mendelson, Yaniv Ben-Itzhak, Michael Mitzenmacher
DRIVE: One-bit Distributed Mean Estimation. CoRR (2021)
Shay Vargaftik, Ran Ben-Basat, Amit Portnoy, Gal Mendelson, Yaniv Ben-Itzhak, Michael Mitzenmacher
DRIVE: One-bit Distributed Mean Estimation. NeurIPS (2021)
Shay Vargaftik, Isaac Keslassy, Ariel Orda, Yaniv Ben-Itzhak
RADE: resource-efficient supervised anomaly detection using decision tree-based ensemble methods. Mach. Learn. 110 (10) (2021)
Shay Vargaftik, Ran Ben Basat, Amit Portnoy, Gal Mendelson, Yaniv Ben-Itzhak, Michael Mitzenmacher
Communication-Efficient Federated Learning via Robust Distributed Mean Estimation. CoRR (2021)
Shay Vargaftik, Cosmin Caba, Liran Schour, Yaniv Ben-Itzhak
C-share: optical circuits sharing for software-defined data-centers. Comput. Commun. Rev. 50 (1) (2020)
Shay Vargaftik, Isaac Keslassy, Yaniv Ben-Itzhak
RADE: Resource-Efficient Supervised Anomaly Detection Using Decision Tree-Based Ensemble Methods. CoRR (2019)
Gal Frishman, Yaniv Ben-Itzhak, Oded Margalit
Cluster-Based Load Balancing for Better Network Security. Big-DAMA@SIGCOMM (2017)
Yaniv Ben-Itzhak, Cosmin Caba, Liran Schour, Shay Vargaftik
C-Share: Optical Circuits Sharing for Software-Defined Data-Centers. CoRR (2016)
Shay Vargaftik, Isaac Keslassy, Ariel Orda, Katherine Barabash, Yaniv Ben-Itzhak, Ofer Biran, Dean H. Lorenz
Optics in Data Centers: Adapting to Diverse Modern Workloads. SYSTOR (2016)
Yaniv Ben-Itzhak, Cosmin Caba, José Soler
Utilizing Optical Circuits in Hybrid Packet/Circuit Data-Center Networks. SYSTOR (2016)
Shay Vargaftik, Katherine Barabash, Yaniv Ben-Itzhak, Ofer Biran, Isaac Keslassy, Dean H. Lorenz, Ariel Orda
Composite-Path Switching. CoNEXT (2016)
Anna Levin, Katherine Barabash, Yaniv Ben-Itzhak, Sergey Guenender, Liran Schour
Networking Architecture for Seamless Cloud Interoperability. CLOUD (2015)
Yaniv Ben-Itzhak, Israel Cidon, Avinoam Kolodny
Average latency and link utilization analysis of heterogeneous wormhole NoCs. Integr. 51 (2015)
Sergey Guenender, Katherine Barabash, Yaniv Ben-Itzhak, Anna Levin, Eran Raichstein, Liran Schour
NoEncap: overlay network virtualization with no encapsulation overheads. SOSR (2015)
Yaniv Ben-Itzhak, Katherine Barabash, Rami Cohen, Anna Levin, Eran Raichstein
EnforSDN: Network policies enforcement with SDN. IM (2015)
Yaniv Ben-Itzhak, Israel Cidon, Avinoam Kolodny, Michael Shabun, Nir Shmuel
Heterogeneous NoC Router Architecture. IEEE Trans. Parallel Distributed Syst. 26 (9) (2015)
Yaniv Ben-Itzhak, Eitan Zahavi, Israel Cidon, Avinoam Kolodny
HNOCS: Modular open-source simulator for Heterogeneous NoCs. ICSAMOS (2012)
Yaniv Ben-Itzhak, Israel Cidon, Avinoam Kolodny
Optimizing heterogeneous NoC design. SLIP (2012)
Yaniv Ben-Itzhak, Eitan Zahavi, Israel Cidon, Avinoam Kolodny
NoCs simulation framework for OMNeT++. NOCS (2011)
Yaniv Ben-Itzhak, Israel Cidon, Avinoam Kolodny
Delay analysis of wormhole based heterogeneous NoC. NOCS (2011)
Yaniv Ben-Itzhak, Israel Cidon, Avinoam Kolodny
Performance and Power Aware CMP Thread Allocation Modeling. HiPEAC (2010)