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The End of Moore’s Law and the Rise of The Data Processor

Summary: Presents XDP, a hardware-native storage engine that uses accelerators beyond computation to co-optimize memory, I/O, space, performance, and recovery. Its accelerated hash table, compressor, capacitor, and lock-free RAID avoid conventional cost tradeoffs. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
h4cf83678309fe924
Venue
VLDB
Year
2021
Pagerank
5.142891e-05
Overall Rank
9,669 | 35.02%
DOI
10.14778/3476311.3476373
PDF
Download (CC BY-NC-ND 4.0)

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{dayan_vldb21,
        title = {{The End of Moore’s Law and the Rise of The Data Processor}},
        author = {Dayan, Niv and Twitto, Moshe and Rochman, Yuval and Beitler, Uri and Zion, Itai Ben and Bortnikov, Edward and Dashevsky, Shmuel and Frishman, Ofer and Ginzburg, Evgeni and Maly, Igal and Meir, Avraham (Poza) and Mokryn, Mark and Naiss, Iddo and Rabinovich, Noam},
        journal = {PVLDB},
        series = {{VLDB} '21},
        volume = {14},
        number = {12},
        pages = {2932--2944},
        doi = {10.14778/3476311.3476373},
        url = {https://doi.org/10.14778/3476311.3476373},
        year = {2021}
}

Incoming Citations (Sorted by Pagerank)

Showing 5 of 5 citing papers.

Rank Citing Paper Year Venue Pagerank
2,868 Spooky: Granulating LSM-Tree Compactions Correctly 2022 VLDB 7.9205462e-05
5,084 InfiniFilter: Expanding Filters to Infinity and Beyond 2023 SIGMOD 6.2824822e-05
7,944 Aleph Filter: To Infinity in Constant Time 2024 VLDB 5.4193905e-05
9,655 Sphinx: A Succinct Perfect Hash Index for x86 2025 VLDB 5.142891e-05
10,453 Dynamic Flat Filter: A Unified Framework for Scalable and Stable Fingerprint-Based Filters 2026 SIGMOD 4.9769913e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 18 of 18 cited papers.

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

Rank Cited Paper Year Venue Pagerank
400 Monkey: Optimal Navigable Key-Value Store 2017 SIGMOD 0.00019124757
546 Faster: A Concurrent Key-Value Store with In-Place Updates 2018 SIGMOD 0.00016584272
753 Dostoevsky: Better Space-Time Trade-Offs for LSM-Tree Based Key-Value Stores via Adaptive Removal of Superfluous Merging 2018 SIGMOD 0.00014232329
941 Data Processing on FPGAs 2009 VLDB 0.00012951355
968 Incremental Organization for Data Recording and Warehousing 1997 VLDB 0.00012793641
973 FlashStore: High Throughput Persistent Key-Value Store 2010 VLDB 0.00012755108
1,334 uFLIP: Understanding Flash IO Patterns 2009 CIDR 0.00010992028
1,422 The Log-Structured Merge-Bush & the Wacky Continuum 2019 SIGMOD 0.00010720711
1,665 SkimpyStash: RAM Space Skimpy Key-Value Store on Flash-based Storage 2011 SIGMOD 9.9368451e-05
1,982 Chucky: A Succinct Cuckoo Filter for LSM-Tree 2021 SIGMOD 9.2570284e-05
2,220 Streams on Wires — A Query Compiler for FPGAs 2009 VLDB 8.8116311e-05
3,131 Improving Flash Write Performance by Using Update Frequency 2013 VLDB 7.6112534e-05
4,047 Fast Scans on Key-Value Stores 2017 VLDB 6.8293103e-05
4,123 The bionic DBMS is coming, but what will it look like? 2013 CIDR 6.7901576e-05
5,497 Open-Channel SSD (What is it Good For) 2020 CIDR 6.1046624e-05
5,578 Aerospike: Architecture of a Real-Time Operational DBMS 2016 VLDB 6.0759033e-05
5,954 The Necessary Death of the Block Device Interface 2013 CIDR 5.933204e-05
7,394 GeckoFTL: Scalable Flash Translation Techniques For Very Large Flash Devices 2016 SIGMOD 5.5347771e-05
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