Sotabase

Career

· PhD in Computer Science, UCSD2013–2018
· Researcher (Redshift team), Amazon Web Services (AWS)
· Senior Software Engineer, Visa

Publications (41)

Plato
Proceedings of the VLDB Endowment · 2020
476
cited
An Experimental Study of Bitmap Compression vs. Inverted List Compression
SIGMOD Conference · 2017
79
cited
HippogriffDB: Balancing I/O and GPU Bandwidth in Big Data Analytics
Proceedings of the VLDB Endowment · 2016
74
cited
Sherlock: Sparse Hierarchical Embeddings for Visually-Aware One-Class Collaborative Filtering
International Joint Conference on Artificial Intelligence · 2016
66
cited
String similarity measures and joins with synonyms
ACM SIGMOD Conference · 2013
64
cited
Fast and Scalable Distributed Set Similarity Joins for Big Data Analytics
IEEE International Conference on Data Engineering · 2017
46
cited
Auto-WLM: Machine Learning Enhanced Workload Management in Amazon Redshift
SIGMOD Conference Companion · 2023
35
cited
MILC: Inverted List Compression in Memory
Proceedings of the VLDB Endowment · 2017
31
cited
MF-Join: Efficient Fuzzy String Similarity Join with Multi-level Filtering
IEEE International Conference on Data Engineering · 2019
27
cited
Multivariate time series data imputation using attention-based mechanism
Neurocomputing · 2023
26
cited
An Efficient Sliding Window Approach for Approximate Entity Extraction with Synonyms
International Conference on Extending Database Technology · 2019
23
cited
Boosting approximate dictionary-based entity extraction with synonyms
Information Sciences · 2020
21
cited
Fast In-Memory SQL Analytics on Typed Graphs
Proceedings of the VLDB Endowment · 2016
19
cited
Plato: Approximate Analytics over Compressed Time Series with Tight Deterministic Error Guarantees
arXiv.org · 2018
17
cited
Scalable Metric Similarity Join Using MapReduce
IEEE International Conference on Data Engineering · 2019
16
cited
Fashionista: A Fashion-aware Graphical System for Exploring Visually Similar Items
The Web Conference · 2016
13
cited
LotusX: A Position-Aware XML Graphical Search System with Auto-Completion
IEEE International Conference on Data Engineering · 2012
13
cited
Workload-Aware Performance Tuning for Autonomous DBMSs
IEEE International Conference on Data Engineering · 2021
12
cited
Boosting the Quality of Approximate String Matching by Synonyms
TODS · 2015
10
cited
Optimal algorithms for selecting top-k combinations of attributes: theory and applications
The VLDB journal · 2017
10
cited
Sotabase