Shay Vargaftik

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 54

Top Topics

Vector Quantization

Top Venues

IEEE/ACM Trans. Netw.

Publications

Nina Narodytska, Shay Vargaftik
Lucy: Think and Reason to Solve Text-to-SQL. CoRR (2024)
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)
Wenchen Han, Shay Vargaftik, Michael Mitzenmacher, Brad Karp, Ran Ben Basat
Beyond Throughput and Compression Ratios: Towards High End-to-end Utility of Gradient Compression. CoRR (2024)
Ran Ben-Basat, Yaniv Ben-Itzhak, Michael Mitzenmacher, Shay Vargaftik
Optimal and Near-Optimal Adaptive Vector Quantization. CoRR (2024)
Minghao Li, Ran Ben Basat, Shay Vargaftik, ChonLam Lao, Kevin Xu, Michael Mitzenmacher, Minlan Yu
THC: Accelerating Distributed Deep Learning Using Tensor Homomorphic Compression. NSDI (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)
Ertza Warraich, Omer Shabtai, Khalid Manaa, Shay Vargaftik, Yonatan Piasetzky, Matty Kadosh, Lalith Suresh, Muhammad Shahbaz
Ultima: Robust and Tail-Optimal AllReduce for Distributed Deep Learning in the Cloud. CoRR (2023)
Guy Goren, Shay Vargaftik, Yoram Moses
Distributed Dispatching in the Parallel Server Model. IEEE/ACM Trans. Netw. 31 (4) (2023)
Guy Goren, Shay Vargaftik, Yoram Moses
Stochastic coordination in heterogeneous load balancing systems. Distributed Comput. 36 (3) (2023)
Minghao Li, Ran Ben Basat, Shay Vargaftik, ChonLam Lao, Kevin Xu, Xinran Tang, Michael Mitzenmacher, Minlan Yu
THC: Accelerating Distributed Deep Learning Using Tensor Homomorphic Compression. CoRR (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)
Ran Ben Basat, Gil Einziger, Isaac Keslassy, Ariel Orda, Shay Vargaftik, Erez Waisbard
Memento: Making Sliding Windows Efficient for Heavy Hitters. IEEE/ACM Trans. Netw. 30 (4) (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)
Guy Goren, Shay Vargaftik, Yoram Moses
Stochastic Coordination in Heterogeneous Load Balancing Systems. CoRR (2021)
Shay Vargaftik, Ran Ben Basat, Amit Portnoy, Gal Mendelson, Yaniv Ben-Itzhak, Michael Mitzenmacher
DRIVE: One-bit Distributed Mean Estimation. CoRR (2021)
Gal Mendelson, Shay Vargaftik, Dean H. Lorenz, Kathy Barabash, Isaac Keslassy, Ariel Orda
Load balancing with JET: just enough tracking for connection consistency. CoNEXT (2021)
Ran Ben Basat, Gil Einziger, Michael Mitzenmacher, Shay Vargaftik
SALSA: Self-Adjusting Lean Streaming Analytics. ICDE (2021)
Ran Ben Basat, Gil Einziger, Michael Mitzenmacher, Shay Vargaftik
SALSA: Self-Adjusting Lean Streaming Analytics. CoRR (2021)
Alex Markuze, Shay Vargaftik, Gil Kupfer, Boris Pismeny, Nadav Amit, Adam Morrison, Dan Tsafrir
Characterizing, exploiting, and detecting DMA code injection vulnerabilities in the presence of an IOMMU. EuroSys (2021)
Guy Goren, Shay Vargaftik, Yoram Moses
Stochastic Coordination in Heterogeneous Load Balancing Systems. PODC (2021)
Shay Vargaftik, Ran Ben-Basat, Amit Portnoy, Gal Mendelson, Yaniv Ben-Itzhak, Michael Mitzenmacher
DRIVE: One-bit Distributed Mean Estimation. NeurIPS (2021)
Gal Mendelson, Shay Vargaftik, Katherine Barabash, Dean H. Lorenz, Isaac Keslassy, Ariel Orda
AnchorHash: A Scalable Consistent Hash. IEEE/ACM Trans. Netw. 29 (2) (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)
Ran Ben Basat, Michael Mitzenmacher, Shay Vargaftik
How to Send a Real Number Using a Single Bit (And Some Shared Randomness). ICALP (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)
Guy Goren, Shay Vargaftik, Yoram Moses
Distributed Dispatching in the Parallel Server Model. CoRR (2020)
Ran Ben-Basat, Michael Mitzenmacher, Shay Vargaftik
How to send a real number using a single bit (and some shared randomness). CoRR (2020)
Shay Vargaftik, Isaac Keslassy, Ariel Orda
LSQ: Load Balancing in Large-Scale Heterogeneous Systems with Multiple Dispatchers. CoRR (2020)
Ran Ben Basat, Gil Einziger, Michael Mitzenmacher, Shay Vargaftik
Faster and More Accurate Measurement through Additive-Error Counters. CoRR (2020)
Shay Vargaftik, Isaac Keslassy, Ariel Orda
LSQ: Load Balancing in Large-Scale Heterogeneous Systems With Multiple Dispatchers. IEEE/ACM Trans. Netw. 28 (3) (2020)
Ran Ben Basat, Gil Einziger, Michael Mitzenmacher, Shay Vargaftik
Faster and More Accurate Measurement through Additive-Error Counters. INFOCOM (2020)
Guy Goren, Shay Vargaftik, Yoram Moses
Distributed Dispatching in the Parallel Server Model. DISC (2020)
Shay Vargaftik, Isaac Keslassy, Yaniv Ben-Itzhak
RADE: Resource-Efficient Supervised Anomaly Detection Using Decision Tree-Based Ensemble Methods. CoRR (2019)
Ran Ben-Basat, Gil Einziger, Isaac Keslassy, Ariel Orda, Shay Vargaftik, Erez Waisbard
Memento: making sliding windows efficient for heavy hitters. CoNEXT (2018)
Ariel Livshits, Shay Vargaftik
LUMOS: A Fast and Efficient Optical Circuit Switch Scheduling Technique. IEEE Commun. Lett. 22 (10) (2018)
Gal Mendelson, Shay Vargaftik, Katherine Barabash, Dean H. Lorenz, Isaac Keslassy, Ariel Orda
AnchorHash: A Scalable Consistent Hash. CoRR (2018)
Ran Ben-Basat, Gil Einziger, Isaac Keslassy, Ariel Orda, Shay Vargaftik, Erez Waisbard
Memento: Making Sliding Windows Efficient for Heavy Hitters. CoRR (2018)
Sharad Chole, Andy Fingerhut, Sha Ma, Anirudh Sivaraman, Shay Vargaftik, Alon Berger, Gal Mendelson, Mohammad Alizadeh, Shang-Tse Chuang, Isaac Keslassy, Ariel Orda, Tom Edsall
dRMT: Disaggregated Programmable Switching. SIGCOMM (2017)
Shay Vargaftik, Isaac Keslassy, Ariel Orda
Stable user-defined priorities. INFOCOM (2017)
Shay Vargaftik, Isaac Keslassy, Ariel Orda
No Packet Left Behind: Avoiding Starvation in Dynamic Topologies. IEEE/ACM Trans. Netw. 25 (4) (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)
Shay Vargaftik, Katherine Barabash, Yaniv Ben-Itzhak, Ofer Biran, Isaac Keslassy, Dean H. Lorenz, Ariel Orda
Composite-Path Switching. CoNEXT (2016)
Bryce Cronkite-Ratcliff, Aran Bergman, Shay Vargaftik, Madhusudhan Ravi, Nick McKeown, Ittai Abraham, Isaac Keslassy
Virtualized Congestion Control. SIGCOMM (2016)