Hierarchical Residual Encoding for Multiresolution Time Series Compression

Summary: Hierarchical Residual Encoding enables multiresolution time series compression from a single encoding, producing multiple fidelities. It reduces storage footprint and compression latency versus multi-resolution re-encoding, and offers faster decompression at high-accuracy demands. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 6602
Venue: SIGMOD
Year: 2023
Pagerank: 4.5329467e-05
Overall Rank: 8,373 | 41.76%
DOI: 10.1145/3588953

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 4 of 4 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
7,663	Optimizing Collections of Bloom Filters within a Space Budget	2024	VLDB	4.6857816e-05
9,149	Serf: Streaming Error-Bounded Floating-Point Compression	2025	SIGMOD	4.3849295e-05
10,674	Improving Time Series Data Compression in Apache IoTDB	2025	VLDB	4.1945683e-05
11,036	Blitzcrank: Fast Semantic Compression for In-memory Online Transaction Processing	2024	VLDB	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 13 of 13 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
14	Online Aggregation	1997	SIGMOD	0.0010801504
210	Gorilla: A Fast, Scalable, In-Memory Time Series Database	2015	VLDB	0.0003404384
243	Locally Adaptive Dimensionality Reduction for Indexing Large Time Series Databases	2001	SIGMOD	0.00031074984
405	Approximate Query Processing Using Wavelets	2000	VLDB	0.00024057494
426	Amazon Redshift and the Case for Simpler Data Warehouses	2015	SIGMOD	0.00023594359
647	Progressive Approximate Aggregate Queries with a Multi-Resolution Tree Structure	2001	SIGMOD	0.00018668224
2,613	Decomposed Bounded Floats for Fast Compression and Queries	2021	VLDB	8.4503824e-05
2,616	DAQ: A New Paradigm for Approximate Query Processing	2015	VLDB	8.4471955e-05
3,745	DeepSqueeze: Deep Semantic Compression for Tabular Data	2020	SIGMOD	6.7926132e-05
4,853	Debunking Four Long-Standing Misconceptions of Time-Series Distance Measures	2020	SIGMOD	5.8760276e-05
5,123	Accelerating Generalized Linear Models with MLWeaving: A One-Size-Fits-All System for Any-Precision Learning	2019	VLDB	5.6796998e-05
6,311	VergeDB: A Database for IoT Analytics on Edge Devices	2021	CIDR	5.1161316e-05
6,740	Combining Aggregation and Sampling (Nearly) Optimally for Approximate Query Processing	2021	SIGMOD	4.944395e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
7,395	MOST: Model-Based Compression with Outlier Storage for Time Series Data	2023	SIGMOD	4.7420041e-05
10,674	Improving Time Series Data Compression in Apache IoTDB	2025	VLDB	4.1945683e-05
9,915	Camel: Efficient Compression of Floating-Point Time Series	2024	SIGMOD	4.2561557e-05
5,783	Extended Wavelets for Multiple Measures	2003	SIGMOD	5.3289633e-05
3,783	Time Series Compressibility and Privacy	2007	VLDB	6.7714995e-05
3,121	Compressing Historical Information in Sensor Networks	2004	SIGMOD	7.5271941e-05
14,334	A Multi-Group Technique For Data Compression	1982	SIGMOD	-
10,937	High-performance Effective Scientific Error-bounded Lossy Compression with Auto-tuned Multi-component Interpolation	2024	SIGMOD	4.1945683e-05
2,064	Chimp: Efficient Lossless Floating Point Compression for Time Series Databases	2022	VLDB	9.6418929e-05
4,628	Sim-Piece: Highly Accurate Piecewise Linear Approximation through Similar Segment Merging	2023	VLDB	6.0379315e-05