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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
12689
Venue
VLDB
Year
2021
Pagerank
5.2634238e-05
Overall Rank
9,481 | 34.96%
DOI
10.14778/3476311.3476373

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
3,054 Spooky: Granulating LSM-Tree Compactions Correctly 2022 VLDB 7.8090808e-05
4,960 InfiniFilter: Expanding Filters to Infinity and Beyond 2023 SIGMOD 6.4280133e-05
7,776 Aleph Filter: To Infinity in Constant Time 2024 VLDB 5.5464036e-05
9,467 Sphinx: A Succinct Perfect Hash Index for x86 2025 VLDB 5.2634238e-05
10,225 Dynamic Flat Filter: A Unified Framework for Scalable and Stable Fingerprint-Based Filters 2026 SIGMOD 5.093636e-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
446 Monkey: Optimal Navigable Key-Value Store 2017 SIGMOD 0.00018332392
614 Faster: A Concurrent Key-Value Store with In-Place Updates 2018 SIGMOD 0.00015720975
831 Dostoevsky: Better Space-Time Trade-Offs for LSM-Tree Based Key-Value Stores via Adaptive Removal of Superfluous Merging 2018 SIGMOD 0.00013748512
922 Data Processing on FPGAs 2009 VLDB 0.00013207382
967 FlashStore: High Throughput Persistent Key-Value Store 2010 VLDB 0.0001291715
981 Incremental Organization for Data Recording and Warehousing 1997 VLDB 0.0001284025
1,311 uFLIP: Understanding Flash IO Patterns 2009 CIDR 0.00011207712
1,502 The Log-Structured Merge-Bush & the Wacky Continuum 2019 SIGMOD 0.00010557694
1,677 SkimpyStash: RAM Space Skimpy Key-Value Store on Flash-based Storage 2011 SIGMOD 0.00010032149
1,954 Chucky: A Succinct Cuckoo Filter for LSM-Tree 2021 SIGMOD 9.4208165e-05
2,181 Streams on Wires — A Query Compiler for FPGAs 2009 VLDB 9.0101847e-05
3,089 Improving Flash Write Performance by Using Update Frequency 2013 VLDB 7.7686638e-05
4,058 Fast Scans on Key-Value Stores 2017 VLDB 6.9335663e-05
4,090 The bionic DBMS is coming, but what will it look like? 2013 CIDR 6.9096664e-05
5,379 Open-Channel SSD (What is it Good For) 2020 CIDR 6.2398494e-05
5,449 Aerospike: Architecture of a Real-Time Operational DBMS 2016 VLDB 6.2144811e-05
5,841 The Necessary Death of the Block Device Interface 2013 CIDR 6.0692932e-05
7,249 GeckoFTL: Scalable Flash Translation Techniques For Very Large Flash Devices 2016 SIGMOD 5.6634301e-05
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