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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
5.1258854e-05
Overall Rank
9,698 | 35.00%
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
2,882 Spooky: Granulating LSM-Tree Compactions Correctly 2022 VLDB 7.894356e-05
5,082 InfiniFilter: Expanding Filters to Infinity and Beyond 2023 SIGMOD 6.2679091e-05
7,959 Aleph Filter: To Infinity in Constant Time 2024 VLDB 5.4014706e-05
9,682 Sphinx: A Succinct Perfect Hash Index for x86 2025 VLDB 5.1258854e-05
10,519 Dynamic Flat Filter: A Unified Framework for Scalable and Stable Fingerprint-Based Filters 2026 SIGMOD 4.9605343e-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
402 Monkey: Optimal Navigable Key-Value Store 2017 SIGMOD 0.00019070605
549 Faster: A Concurrent Key-Value Store with In-Place Updates 2018 SIGMOD 0.00016530268
761 Dostoevsky: Better Space-Time Trade-Offs for LSM-Tree Based Key-Value Stores via Adaptive Removal of Superfluous Merging 2018 SIGMOD 0.00014191047
945 Data Processing on FPGAs 2009 VLDB 0.00012924215
969 Incremental Organization for Data Recording and Warehousing 1997 VLDB 0.00012755618
975 FlashStore: High Throughput Persistent Key-Value Store 2010 VLDB 0.00012720722
1,344 uFLIP: Understanding Flash IO Patterns 2009 CIDR 0.00010956951
1,429 The Log-Structured Merge-Bush & the Wacky Continuum 2019 SIGMOD 0.00010685393
1,671 SkimpyStash: RAM Space Skimpy Key-Value Store on Flash-based Storage 2011 SIGMOD 9.9107164e-05
1,991 Chucky: A Succinct Cuckoo Filter for LSM-Tree 2021 SIGMOD 9.2264312e-05
2,223 Streams on Wires — A Query Compiler for FPGAs 2009 VLDB 8.8041296e-05
3,140 Improving Flash Write Performance by Using Update Frequency 2013 VLDB 7.5864047e-05
4,072 Fast Scans on Key-Value Stores 2017 VLDB 6.8070078e-05
4,142 The bionic DBMS is coming, but what will it look like? 2013 CIDR 6.7684359e-05
5,518 Open-Channel SSD (What is it Good For) 2020 CIDR 6.0846021e-05
5,590 Aerospike: Architecture of a Real-Time Operational DBMS 2016 VLDB 6.0559535e-05
5,967 The Necessary Death of the Block Device Interface 2013 CIDR 5.913895e-05
7,411 GeckoFTL: Scalable Flash Translation Techniques For Very Large Flash Devices 2016 SIGMOD 5.5164757e-05
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