Nikita Ivkin

According to our database, Nikita Ivkin authored at least 17 papers between 2015 and 2024.

Collaborative distances:

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

2024

Federated Learning Clients Clustering with Adaptation to Data Drifts.

Minghao Li, Dmitrii Avdiukhin, Rana Shahout, Nikita Ivkin, Vladimir Braverman, Minlan Yu

CoRR, 2024

2022

Streaming Quantiles Algorithms with Small Space and Update Time.

Nikita Ivkin, Edo Liberty, Kevin J. Lang, Zohar S. Karnin, Vladimir Braverman

Sensors, 2022

Flow-level loss detection with Δ-sketches.

Shir Landau Feibish, Zaoxing Liu, Nikita Ivkin, Xiaoqi Chen, Vladimir Braverman, Jennifer Rexford

Proceedings of the SOSR '22: The ACM SIGCOMM Symposium on SDN Research, Virtual Event, October 19, 2022

2020

Amazon SageMaker Autopilot: a white box AutoML solution at scale.

Piali Das, Valerio Perrone, Nikita Ivkin, Tanya Bansal, Zohar S. Karnin, Huibin Shen, Iaroslav Shcherbatyi, Yotam Elor, Wilton Wu, Aida Zolic, Thibaut Liénart, Alex Tang, Amr Ahmed, Jean Baptiste Faddoul, Rodolphe Jenatton, Fela Winkelmolen, Philip Gautier, Leo Dirac, Andre Perunicic, Miroslav Miladinovic, Giovanni Zappella, Cédric Archambeau, Matthias W. Seeger, Bhaskar Dutt, Laurence Rouesnel

CoRR, 2020

Practical and sample efficient zero-shot HPO.

Fela Winkelmolen, Nikita Ivkin, H. Furkan Bozkurt, Zohar S. Karnin

CoRR, 2020

Amazon SageMaker Autopilot: a white box AutoML solution at scale.

Piali Das, Nikita Ivkin, Tanya Bansal, Laurence Rouesnel, Philip Gautier, Zohar S. Karnin, Leo Dirac, Lakshmi Ramakrishnan, Andre Perunicic, Iaroslav Shcherbatyi, Wilton Wu, Aida Zolic, Huibin Shen, Amr Ahmed, Fela Winkelmolen, Miroslav Miladinovic, Cédric Archambeau, Alex Tang, Bhaskar Dutt, Patricia Grao, Kumar Venkateswar

Proceedings of the Fourth Workshop on Data Management for End-To-End Machine Learning, 2020

FetchSGD: Communication-Efficient Federated Learning with Sketching.

Daniel Rothchild, Ashwinee Panda, Enayat Ullah, Nikita Ivkin, Ion Stoica, Vladimir Braverman, Joseph Gonzalez, Raman Arora

Proceedings of the 37th International Conference on Machine Learning, 2020

Sketch and Scale Geo-distributed tSNE and UMAP.

Viska Wei, Nikita Ivkin, Vladimir Braverman, Alexander S. Szalay

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

I Know What You Did Last Summer: Network Monitoring using Interval Queries.

Nikita Ivkin, Ran Ben Basat, Zaoxing Liu, Gil Einziger, Roy Friedman, Vladimir Braverman

Proc. ACM Meas. Anal. Comput. Syst., 2019

Attack Time Localization using Interval Queries.

Nikita Ivkin, Ran Ben Basat, Zaoxing Liu, Gil Einziger, Roy Friedman, Vladimir Braverman

Proceedings of the ACM SIGCOMM 2019 Conference Posters and Demos, 2019

Communication-efficient Distributed SGD with Sketching.

Nikita Ivkin, Daniel Rothchild, Enayat Ullah, Vladimir Braverman, Ion Stoica, Raman Arora

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

QPipe: quantiles sketch fully in the data plane.

Nikita Ivkin, Zhuolong Yu, Vladimir Braverman, Xin Jin

Proceedings of the 15th International Conference on Emerging Networking Experiments And Technologies, 2019

2018

DreamNLP: Novel NLP System for Clinical Report Metadata Extraction using Count Sketch Data Streaming Algorithm: Preliminary Results.

Sanghyun Choi, Nikita Ivkin, Vladimir Braverman, Michael A. Jacobs

CoRR, 2018

Scalable streaming tools for analyzing N-body simulations: Finding halos and investigating excursion sets in one pass.

Nikita Ivkin, Zaoxing Liu, Lin F. Yang, S. S. Kumar, Gerard Lemson, Mark Neyrinck, Alexander S. Szalay, Vladimir Braverman, Tamas Budavari

Astron. Comput., 2018

2017

BPTree: An ℓ₂ Heavy Hitters Algorithm Using Constant Memory.

Vladimir Braverman, Stephen R. Chestnut, Nikita Ivkin, Jelani Nelson, Zhengyu Wang, David P. Woodruff

Proceedings of the 36th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems, 2017

2016

Beating CountSketch for heavy hitters in insertion streams.

Vladimir Braverman, Stephen R. Chestnut, Nikita Ivkin, David P. Woodruff

Proceedings of the 48th Annual ACM SIGACT Symposium on Theory of Computing, 2016

2015

Streaming Algorithms for Halo Finders.

Zaoxing Liu, Nikita Ivkin, Lin Yang, Mark Neyrinck, Gerard Lemson, Alexander S. Szalay, Vladimir Braverman, Tamas Budavari, Randal C. Burns, Xin Wang

Proceedings of the 11th IEEE International Conference on e-Science, 2015