Phanwadee Sinthong

According to our database, Phanwadee Sinthong authored at least 13 papers between 2018 and 2023.

Collaborative distances:

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

2023

TSMixer: Lightweight MLP-Mixer Model for Multivariate Time Series Forecasting.

Vijay Ekambaram, Arindam Jati, Nam Nguyen, Phanwadee Sinthong, Jayant Kalagnanam

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

A Time Series is Worth 64 Words: Long-term Forecasting with Transformers.

Yuqi Nie, Nam H. Nguyen, Phanwadee Sinthong, Jayant Kalagnanam

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2021

A Retargetable Query-based Approach to Scaling Dataframes.

Phanwadee Sinthong

PhD thesis, 2021

DQDF: Data-Quality-Aware Dataframes.

Phanwadee Sinthong, Dhaval Patel, Nianjun Zhou, Shrey Shrivastava, Arun Iyengar, Anuradha Bhamidipaty

Proc. VLDB Endow., 2021

PolyFrame: A Retargetable Query-based Approach to Scaling Dataframes.

Phanwadee Sinthong, Michael J. Carey

Proc. VLDB Endow., 2021

Scale-independent Data Analysis with Database-backed Dataframes: a Case Study.

Phanwadee Sinthong, Michael J. Carey, Yuhan Yao

Proceedings of the Workshops of the EDBT/ICDT 2021 Joint Conference, 2021

Exploratory Data Analysis with Database-backed Dataframes: A Case Study on Airbnb Data.

Phanwadee Sinthong, Michael J. Carey

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

PolyFrame: A Retargetable Query-based Approach to Scaling DataFrames (Extended Version).

Phanwadee Sinthong, Michael J. Carey

CoRR, 2020

Scaling Dnn-Based Video Analysis By Coarse-Grained And Fine-Grained Parallelism.

Phanwadee Sinthong, Kanak Mahadik, Somdeb Sarkhel, Saayan Mitra

Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

2019

AFrame: Extending DataFrames for Large-Scale Modern Data Analysis (Extended Version).

Phanwadee Sinthong, Michael J. Carey

CoRR, 2019

AFrame: Extending DataFrames for Large-Scale Modern Data Analysis.

Phanwadee Sinthong, Michael J. Carey

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018

End-to-End Machine Learning with Apache AsterixDB.

Wail Y. Alkowaileet, Sattam Alsubaiee, Michael J. Carey, Chen Li, Heri Ramampiaro, Phanwadee Sinthong, Xikui Wang

Proceedings of the Second Workshop on Data Management for End-To-End Machine Learning, 2018

Enhancing Big Data with Semantics: The AsterixDB Approach (Poster).

Wail Y. Alkowaileet, Sattam Alsubaiee, Michael J. Carey, Chen Li, Heri Ramampiaro, Phanwadee Sinthong, Xikui Wang

Proceedings of the 12th IEEE International Conference on Semantic Computing, 2018