Scalable Time Series Compound Infrastructure

Summary: Time Series Compound objects (TSC) with similarity semantics and compact, misalignment-resistant representations for interrelated series. Sloth, a TSC-aware index/storage, yields up to 10x faster TB-scale queries and ~70% higher mAP for approximate kNN. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: h4ebd387c8c47bc11
Venue: SIGMOD
Year: 2022
Pagerank: 4.9769913e-05
Overall Rank: 11,853 | 20.34%
DOI: 10.1145/3514221.3517888

Incoming Non-self Citations Over Time

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Authors

1. Noura S. Alghamdi (Worcester Polytechnic Institute)
2. Liang Zhang (Worcester Polytechnic Institute)
3. Elke A. Rundensteiner (Worcester Polytechnic Institute)
4. Mohamed Y. Eltabakh (Worcester Polytechnic Institute)

BibTeX Citation

@inproceedings{alghamdi_sigmod22,
        title = {{Scalable Time Series Compound Infrastructure}},
        author = {Alghamdi, Noura S. and Zhang, Liang and Rundensteiner, Elke A. and Eltabakh, Mohamed Y.},
        series = {{SIGMOD} '22},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3514221.3517888},
        url = {https://dl.acm.org/doi/10.1145/3514221.3517888},
        year = {2022}
}

Incoming Citations (Sorted by Pagerank)

Showing 0 of 0 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank

Outgoing Citations (Sorted by Pagerank)

Showing 10 of 10 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
42	Fast Subsequence Matching in Time-Series Databases	1994	SIGMOD	0.00045755116
227	Robust and Fast Similarity Search for Moving Object Trajectories	2005	SIGMOD	0.00023924262
648	HD-Index: Pushing the Scalability-Accuracy Boundary for Approximate kNN Search in High-Dimensional Spaces	2018	VLDB	0.00015156941
1,178	Simba: Efficient In-Memory Spatial Analytics	2016	SIGMOD	0.00011627256
2,130	Scalable K-Means++	2012	VLDB	8.992151e-05
2,494	An Efficient and Accurate Method for Evaluating Time Series Similarity	2007	SIGMOD	8.385219e-05
2,568	Locality-Sensitive Hashing for Earthquake Detection: A Case Study of Scaling Data-Driven Science	2018	VLDB	8.2839378e-05
2,590	Mind the Gap: An Experimental Evaluation of Imputation of Missing Values Techniques in Time Series	2020	VLDB	8.2468536e-05
4,184	YADING: Fast Clustering of Large-Scale Time Series Data	2015	VLDB	6.7508911e-05
5,260	Top-k Nearest Neighbor Search In Uncertain Data Series	2015	VLDB	6.2041665e-05

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