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SHARD: A Scalable and Resize-optimized Hash Index on Disaggregated Memory

Summary: SHARD is a DM-aware hash index that leverages Iceberg Hashing to map keys to fewer buckets and an Ordered-CAS protocol to minimize RDMA reads/writes while ensuring correctness with duplicates. Lazy resizing plus RDMA-combining and adaptive synchronization avoids costly coordination, yielding up to 6.7×/3.6×/1.8× speedups vs RACE/SepHash/Outback on YCSB. (summarized by gpt-5-mini on Mar 13 2026)

Paper ID
14350
Venue
VLDB
Year
2026
Pagerank
4.1945683e-05
Overall Rank
10,307 | 28.30%
DOI
10.14778/3785297.3785309

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Showing 16 of 16 cited papers.

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

Rank Cited Paper Year Venue Pagerank
899 Faster: A Concurrent Key-Value Store with In-Place Updates 2018 SIGMOD 0.00015509287
1,852 Designing Distributed Tree-based Index Structures for Fast RDMA-capable Networks 2019 SIGMOD 0.00010322492
1,888 Dash: Scalable Hashing on Persistent Memory 2020 VLDB 0.00010202743
2,840 Understanding the Effect of Data Center Resource Disaggregation on Production DBMSs 2020 VLDB 8.0349523e-05
3,176 Sherman: A Write-Optimized Distributed B+Tree Index on Disaggregated Memory 2022 SIGMOD 7.436745e-05
4,247 Rethinking Data Management Systems for Disaggregated Data Centers 2020 CIDR 6.325596e-05
5,042 Design Guidelines for Correct, Efficient, and Scalable Synchronization using One-Sided RDMA 2023 SIGMOD 5.7414429e-05
5,740 DINOMO: An Elastic, Scalable, High-Performance Key-Value Store for Disaggregated Persistent Memory 2022 VLDB 5.3466426e-05
6,388 Optimizing Data-intensive Systems in Disaggregated Data Centers with TELEPORT 2022 SIGMOD 5.0851841e-05
6,741 DEX: Scalable Range Indexing on Disaggregated Memory 2024 VLDB 4.9432931e-05
6,785 Halo: A Hybrid PMem-DRAM Persistent Hash Index with Fast Recovery 2022 SIGMOD 4.9260601e-05
7,169 PolarDB-MP: A Multi-Primary Cloud-Native Database via Disaggregated Shared Memory 2024 SIGMOD 4.8120082e-05
7,792 IcebergHT: High Performance Hash Tables Through Stability and Low Associativity 2023 SIGMOD 4.6494835e-05
8,219 Pea Hash: A Performant Extendible Adaptive Hashing Index 2023 SIGMOD 4.5565914e-05
8,235 SepHash: A Write-Optimized Hash Index On Disaggregated Memory via Separate Segment Structure 2024 VLDB 4.5535352e-05
9,397 Outback: Fast and Communication-efficient Index for Key-Value Store on Disaggregated Memory 2025 VLDB 4.3441378e-05
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