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Yaniv Ben-Itzhak
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2020 – today
- 2024
- [j7]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): 2-21 (2024) - [j6]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): 1171-1200 (2024) - [j5]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): 2555-2570 (2024) - [c18]Ran Ben-Basat, Shay Vargaftik, Amit Portnoy, Gil Einziger, Yaniv Ben-Itzhak, Michael Mitzenmacher:
Accelerating Federated Learning with Quick Distributed Mean Estimation. ICML 2024 - [c17]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: 490-511 - [i12]Ran Ben-Basat, Yaniv Ben-Itzhak, Michael Mitzenmacher, Shay Vargaftik:
Optimal and Near-Optimal Adaptive Vector Quantization. CoRR abs/2402.03158 (2024) - 2023
- [c16]Ron Dorfman, Shay Vargaftik, Yaniv Ben-Itzhak, Kfir Yehuda Levy:
DoCoFL: Downlink Compression for Cross-Device Federated Learning. ICML 2023: 8356-8388 - [i11]Ron Dorfman, Shay Vargaftik, Yaniv Ben-Itzhak, Kfir Y. Levy:
DoCoFL: Downlink Compression for Cross-Device Federated Learning. CoRR abs/2302.00543 (2023) - [i10]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: 652 (2023) - 2022
- [c15]Shay Vargaftik, Yaniv Ben-Itzhak:
Efficient multiclass classification with duet. EuroMLSys@EuroSys 2022: 10-19 - [c14]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: 21984-22014 - [i9]Noga H. Rotman, Yaniv Ben-Itzhak, Aran Bergman, Israel Cidon, Igor Golikov, Alex Markuze, Eyal Zohar:
CloudCast: Characterizing Public Clouds Connectivity. CoRR abs/2201.06989 (2022) - [i8]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 abs/2205.08243 (2022) - [i7]Changgang Zheng, Mingyuan Zang, Xinpeng Hong, Riyad Bensoussane, Shay Vargaftik, Yaniv Ben-Itzhak, Noa Zilberman:
Automating In-Network Machine Learning. CoRR abs/2205.08824 (2022) - [i6]Ran Ben Basat, Shay Vargaftik, Amit Portnoy, Gil Einziger, Yaniv Ben-Itzhak, Michael Mitzenmacher:
QUIC-FL: Quick Unbiased Compression for Federated Learning. CoRR abs/2205.13341 (2022) - [i5]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 abs/2210.07376 (2022) - 2021
- [j4]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): 2835-2866 (2021) - [c13]Shay Vargaftik, Ran Ben-Basat, Amit Portnoy, Gal Mendelson, Yaniv Ben-Itzhak, Michael Mitzenmacher:
DRIVE: One-bit Distributed Mean Estimation. NeurIPS 2021: 362-377 - [i4]Shay Vargaftik, Ran Ben Basat, Amit Portnoy, Gal Mendelson, Yaniv Ben-Itzhak, Michael Mitzenmacher:
DRIVE: One-bit Distributed Mean Estimation. CoRR abs/2105.08339 (2021) - [i3]Shay Vargaftik, Ran Ben Basat, Amit Portnoy, Gal Mendelson, Yaniv Ben-Itzhak, Michael Mitzenmacher:
Communication-Efficient Federated Learning via Robust Distributed Mean Estimation. CoRR abs/2108.08842 (2021) - 2020
- [j3]Shay Vargaftik, Cosmin Caba, Liran Schour, Yaniv Ben-Itzhak:
C-share: optical circuits sharing for software-defined data-centers. Comput. Commun. Rev. 50(1): 2-9 (2020)
2010 – 2019
- 2019
- [i2]Shay Vargaftik, Isaac Keslassy, Yaniv Ben-Itzhak:
RADE: Resource-Efficient Supervised Anomaly Detection Using Decision Tree-Based Ensemble Methods. CoRR abs/1909.11877 (2019) - 2017
- [c12]Gal Frishman, Yaniv Ben-Itzhak, Oded Margalit:
Cluster-Based Load Balancing for Better Network Security. Big-DAMA@SIGCOMM 2017: 7-12 - 2016
- [c11]Shay Vargaftik, Katherine Barabash, Yaniv Ben-Itzhak, Ofer Biran, Isaac Keslassy, Dean H. Lorenz, Ariel Orda:
Composite-Path Switching. CoNEXT 2016: 329-343 - [c10]Yaniv Ben-Itzhak, Cosmin Caba, José Soler:
Utilizing Optical Circuits in Hybrid Packet/Circuit Data-Center Networks. SYSTOR 2016: 18:1 - [c9]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: 28:1 - [i1]Yaniv Ben-Itzhak, Cosmin Caba, Liran Schour, Shay Vargaftik:
C-Share: Optical Circuits Sharing for Software-Defined Data-Centers. CoRR abs/1609.04521 (2016) - 2015
- [j2]Yaniv Ben-Itzhak, Israel Cidon, Avinoam Kolodny:
Average latency and link utilization analysis of heterogeneous wormhole NoCs. Integr. 51: 92-106 (2015) - [j1]Yaniv Ben-Itzhak, Israel Cidon, Avinoam Kolodny, Michael Shabun, Nir Shmuel:
Heterogeneous NoC Router Architecture. IEEE Trans. Parallel Distributed Syst. 26(9): 2479-2492 (2015) - [c8]Anna Levin, Katherine Barabash, Yaniv Ben-Itzhak, Sergey Guenender, Liran Schour:
Networking Architecture for Seamless Cloud Interoperability. CLOUD 2015: 1021-1024 - [c7]Yaniv Ben-Itzhak, Katherine Barabash, Rami Cohen, Anna Levin, Eran Raichstein:
EnforSDN: Network policies enforcement with SDN. IM 2015: 80-88 - [c6]Sergey Guenender, Katherine Barabash, Yaniv Ben-Itzhak, Anna Levin, Eran Raichstein, Liran Schour:
NoEncap: overlay network virtualization with no encapsulation overheads. SOSR 2015: 9:1-9:7 - 2012
- [c5]Yaniv Ben-Itzhak, Eitan Zahavi, Israel Cidon, Avinoam Kolodny:
HNOCS: Modular open-source simulator for Heterogeneous NoCs. ICSAMOS 2012: 51-57 - [c4]Yaniv Ben-Itzhak, Israel Cidon, Avinoam Kolodny:
Optimizing heterogeneous NoC design. SLIP 2012: 32-39 - 2011
- [c3]Yaniv Ben-Itzhak, Israel Cidon, Avinoam Kolodny:
Delay analysis of wormhole based heterogeneous NoC. NOCS 2011: 161-168 - [c2]Yaniv Ben-Itzhak, Eitan Zahavi, Israel Cidon, Avinoam Kolodny:
NoCs simulation framework for OMNeT++. NOCS 2011: 265-266 - 2010
- [c1]Yaniv Ben-Itzhak, Israel Cidon, Avinoam Kolodny:
Performance and Power Aware CMP Thread Allocation Modeling. HiPEAC 2010: 232-246
Coauthor Index
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last updated on 2024-09-04 01:22 CEST by the dblp team
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