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Native Distributed Databases: Problems, Challenges and Opportunities

Summary: Characterizes native distributed DBs: CAP-driven consistency/latency tradeoffs, replication, network variability, and ops/security complexity; promotes HTAP. Covers advances in consistency protocols, networks, automation/ML; showcases OceanBase (strong TPC‑C/TPC‑H) and research directions. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
13620
Venue
VLDB
Year
2024
Pagerank
4.1945683e-05
Overall Rank
11,092 | 22.84%
DOI
10.14778/3685800.3685839

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Incoming Citations (Sorted by Pagerank)

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Rank Citing Paper Year Venue Pagerank
10,293 Vodka: Rethink Benchmarking Philosophy in HTAP Systems 2026 VLDB 4.1945683e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 20 of 20 cited papers.

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

Rank Cited Paper Year Venue Pagerank
122 Calvin: Fast Distributed Transactions for Partitioned Database Systems 2012 SIGMOD 0.00045316749
156 Amazon Aurora: Design Considerations for High Throughput Cloud-Native Relational Databases 2017 SIGMOD 0.00040504295
390 CockroachDB: The Resilient Geo-Distributed SQL Database 2020 SIGMOD 0.00024607299
488 TiDB: A Raft-based HTAP Database 2020 VLDB 0.000220409
906 F1: A Distributed SQL Database That Scales 2013 VLDB 0.00015448884
1,015 Spanner: Becoming a SQL System 2017 SIGMOD 0.00014638696
1,207 BlockchainDB - A Shared Database on Blockchains 2019 VLDB 0.00013277133
1,507 BatchDB: Efficient Isolated Execution of Hybrid OLTP+OLAP Workloads for Interactive Applications 2017 SIGMOD 0.00011617967
1,729 Cloud-Native Database Systems at Alibaba: Opportunities and Challenges 2019 VLDB 0.0001073728
2,262 Manu: A Cloud Native Vector Database Management System 2022 VLDB 9.1624446e-05
2,358 PolarDB Serverless: A Cloud Native Database for Disaggregated Data Centers 2021 SIGMOD 8.9617346e-05
3,008 FoundationDB: A Distributed Unbundled Transactional Key Value Store 2021 SIGMOD 7.7239608e-05
3,473 AI Meets Database: AI4DB and DB4AI 2021 SIGMOD 7.062864e-05
3,628 OceanBase: A 707 Million tpmC Distributed Relational Database System 2022 VLDB 6.9031596e-05
4,812 Citus: Distributed PostgreSQL for Data-Intensive Applications 2021 SIGMOD 5.9053048e-05
6,170 PolarDB-IMCI: A Cloud-Native HTAP Database System at Alibaba 2023 SIGMOD 5.171601e-05
6,885 PilotScope: Steering Databases with Machine Learning Drivers 2024 VLDB 4.895386e-05
7,697 GeoGauss: Strongly Consistent and Light-Coordinated OLTP for Geo-Replicated SQL Database 2023 SIGMOD 4.6753193e-05
9,027 Asymmetric-Partition Replication for Highly Scalable Distributed Transaction Processing in Practice 2020 VLDB 4.4044295e-05
9,958 OceanBase Paetica: A Hybrid Shared-nothing/Shared-everything Database for Supporting Single Machine and Distributed Cluster 2023 VLDB 4.2364477e-05
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