Nikita Ivkin

Joined

October 2019

Names

Nikita Ivkin (Preferred)

Emails

****@gmail.com (Confirmed)

,

****@amazon.com

Personal Links

Career & Education History

Researcher

Amazon (amazon.com)

2018 – 2020

PhD student

Johns Hopkins University (jhu.edu)

2014 – 2018

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

FIELDING: Clustered Federated Learning with Data Drift
Minghao Li, Dmitrii Avdiukhin, Rana Shahout, Nikita Ivkin, Vladimir Braverman, Minlan Yu
- AISTATS 2026 Poster
- Readers: Everyone
Bidirectional Adaptive Communication for Heterogeneous Distributed Learning
Dmitrii Avdiukhin, Vladimir Braverman, Nikita Ivkin, Sebastian U Stich
- Published: 23 Nov 2022, Last Modified: 17 Jul 2024
- OPT 2022 Poster
- Readers: Everyone
Communication-efficient Distributed SGD with Sketching
Nikita Ivkin, Daniel Rothchild, Enayat Ullah, Vladimir Braverman, Ion Stoica, Raman Arora
- 2019 (modified: 08 Nov 2022)
- NeurIPS 2019
- Readers: Everyone
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
- 2019 (modified: 07 Nov 2022)
- POMACS 2019
- Readers: Everyone
QPipe: quantiles sketch fully in the data plane
Nikita Ivkin, Zhuolong Yu, Vladimir Braverman, Xin Jin
- 2019 (modified: 27 Jan 2026)
- CoNEXT 2019
- Readers: Everyone
Attack Time Localization using Interval Queries
Nikita Ivkin, Ran Ben Basat, Zaoxing Liu, Gil Einziger, Roy Friedman, Vladimir Braverman
- 2019 (modified: 07 Nov 2022)
- SIGCOMM Posters and Demos 2019
- Readers: Everyone
Streaming Quantiles Algorithms with Small Space and Update Time
Nikita Ivkin, Edo Liberty, Kevin J. Lang, Zohar S. Karnin, Vladimir Braverman
- 2019 (modified: 17 May 2026)
- CoRR 2019
- Readers: Everyone
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
- 2018 (modified: 07 Nov 2022)
- CoRR 2018
- Readers: Everyone
BPTree: An ℓ2 Heavy Hitters Algorithm Using Constant Memory
Vladimir Braverman, Stephen R. Chestnut, Nikita Ivkin, Jelani Nelson, Zhengyu Wang, David P. Woodruff
- 2017 (modified: 08 Nov 2022)
- PODS 2017
- Readers: Everyone
Beating CountSketch for heavy hitters in insertion streams
Vladimir Braverman, Stephen R. Chestnut, Nikita Ivkin, David P. Woodruff
- 2016 (modified: 08 Nov 2022)
- STOC 2016
- Readers: Everyone

View all 11 publications

Co-Authors

View all 32 co-authors