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AnyBlox: A Framework for Self-Decoding Datasets

Summary: AnyBlox bundles lightweight WebAssembly decoders with datasets so systems can read arbitrary encodings without native format support or spec changes. Decoupling decoders from systems and format specs enables transparent format evolution, instance‑optimized encodings, and secure, high‑performance integration with DuckDB, Spark, and Umbra. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
he3eadcd477212c74
Venue
VLDB
Year
2025
Pagerank
5.0328754e-05
Overall Rank
10,287 | 31.05%
DOI
10.14778/3749646.3749672
PDF
Download (CC BY-NC-ND 4.0)

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{gienieczko_vldb25,
        title = {{AnyBlox: A Framework for Self-Decoding Datasets}},
        author = {Gienieczko, Mateusz and Kuschewski, Maximilian and Neumann, Thomas and Leis, Viktor and Giceva, Jana},
        journal = {PVLDB},
        series = {{VLDB} '25},
        volume = {18},
        number = {11},
        pages = {4017--4031},
        doi = {10.14778/3749646.3749672},
        url = {https://doi.org/10.14778/3749646.3749672},
        year = {2025}
}

Incoming Citations (Sorted by Pagerank)

Showing 4 of 4 citing papers.

Rank Citing Paper Year Venue Pagerank
10,119 LiquidCache: Efficient Pushdown Caching for Cloud-Native Data Analytics 2025 VLDB 5.0638787e-05
10,262 Active Data Lakes: Regaining Physical Data Independence Without Losing Interoperability 2026 VLDB 5.0380426e-05
10,904 BtrLog: Low-Latency Logging for Cloud Database Systems 2026 VLDB 4.9605343e-05
11,107 Future-Proof Data Systems 2026 VLDB 4.9605343e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 26 of 26 cited papers.

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

Rank Cited Paper Year Venue Pagerank
49 Dremel: Interactive Analysis of Web-Scale Datasets 2010 VLDB 0.00043085722
71 DuckDB: an Embeddable Analytical Database 2019 SIGMOD 0.00037688945
93 Encapsulation of Parallelism in the Volcano Query Processing System 1990 SIGMOD 0.00034518001
215 Morsel-Driven Parallelism: A NUMA-Aware Query Evaluation Framework for the Many-Core Age 2014 SIGMOD 0.00024554257
375 Umbra: A Disk-Based System with In-Memory Performance 2020 CIDR 0.00019660459
604 Rethinking Database System Architecture: Towards a Self-tuning RISC-style Database System 2000 VLDB 0.00015642703
606 Everything You Always Wanted to Know About Compiled and Vectorized Queries But Were Afraid to Ask 2018 VLDB 0.00015609823
651 Amazon Redshift Re-invented 2022 SIGMOD 0.00015126716
955 Lakehouse: A New Generation of Open Platforms that Unify Data Warehousing and Advanced Analytics 2021 CIDR 0.00012856295
1,777 How to Wring a Table Dry: Entropy Compression of Relations and Querying of Compressed Relations 2006 VLDB 9.6652791e-05
2,239 BtrBlocks: Efficient Columnar Compression for Data Lakes 2023 SIGMOD 8.7753778e-05
2,811 ALP: Adaptive Lossless floating-Point Compression 2023 SIGMOD 7.9587454e-05
2,910 ClickHouse - Lightning Fast Analytics for Everyone 2024 VLDB 7.8621757e-05
3,063 The FastLanes Compression Layout: Decoding >100 Billion Integers per Second with Scalar Code 2023 VLDB 7.6806166e-05
3,151 DeepSqueeze: Deep Semantic Compression for Tabular Data 2020 SIGMOD 7.5737572e-05
3,152 White-box Compression: Learning and Exploiting Compact Table Representations 2020 CIDR 7.5717115e-05
3,344 The Composable Data Management System Manifesto 2023 VLDB 7.3834228e-05
4,095 Apache Arrow DataFusion: A Fast, Embeddable, Modular Analytic Query Engine 2024 SIGMOD 6.7952274e-05
4,546 BigLake: BigQuery’s Evolution toward a Multi-Cloud Lakehouse 2024 SIGMOD 6.5341042e-05
4,683 AutoSteer: Learned Query Optimization for Any SQL Database 2023 VLDB 6.4545989e-05
5,787 Database Technology for the Masses: Sub-Operators as First-Class Entities 2021 VLDB 5.9768075e-05
6,305 Declarative Sub-Operators for Universal Data Processing 2023 VLDB 5.8008469e-05
6,428 Containerized Execution of UDFs: An Experimental Evaluation 2022 VLDB 5.7709339e-05
6,590 Towards Query Optimizer as a Service (QOaaS) in a Unified LakeHouse Ecosystem: Can One QO Rule Them All? 2025 CIDR 5.7233093e-05
9,383 Evaluating Query Languages and Systems for High-Energy Physics Data 2022 VLDB 5.1703127e-05
10,065 Towards Functional Decomposition of Storage Formats 2025 CIDR 5.0749178e-05
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