Chipmink: Efficient Delta Identification for Massive Object Graphs

Summary: Chipmink partitions massive object graphs into dynamic 'pods' to emulate a buffer manager and isolate dirty objects across memory, shared-memory, GPUs, and remote devices. Pods minimize expected persistence cost via sizes and references, enabling partial persistence with up to 36.5× less storage and 12.4× faster persistence than baselines. (summarized by gpt-5-mini on Mar 13 2026)

Paper ID: 14358
Venue: VLDB
Year: 2026
Pagerank: 4.1905499e-05
Overall Rank: 10,314 | 28.32%
DOI: 10.14778/3785297.3785303

Incoming Non-self Citations Over Time

No non-self incoming citations found for this paper in this database.

Authors

Incoming Citations (Sorted by Pagerank)

Showing 0 of 0 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank

Outgoing Citations (Sorted by Pagerank)

Showing 11 of 11 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
86	Making Smalltalk a Database System	1984	SIGMOD	0.0005348843
1,696	Query Processing in the ObjectStore Database System	1992	SIGMOD	0.00010859807
2,497	Streaming Graph Partitioning: An Experimental Study	2018	VLDB	8.6427191e-05
3,756	Computing Graph Edit Distance via Neural Graph Matching	2023	VLDB	6.781373e-05
7,734	AeonG: An Efficient Built-in Temporal Support in Graph Databases	2024	VLDB	4.6599626e-05
9,093	AirIndex: Versatile Index Tuning Through Data and Storage	2023	SIGMOD	4.3932886e-05
9,911	ElasticNotebook: Enabling Live Migration for Computational Notebooks	2024	VLDB	4.2524493e-05
10,298	QStore: Quantization-Aware Compressed Model Storage	2026	VLDB	4.1905499e-05
10,444	Demo of Kishu: Time-Traveling for Computational Notebooks	2025	SIGMOD	4.1905499e-05
10,767	SIEVE: Effective Filtered Vector Search with Collection of Indexes	2025	VLDB	4.1905499e-05
10,892	Kishu: Time-Traveling for Computational Notebooks	2025	VLDB	4.1905499e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
11,206	Vineyard: Optimizing Data Sharing in Data-Intensive Analytics	2023	SIGMOD	4.1905499e-05
2,072	HippogriffDB: Balancing I/O and GPU Bandwidth in Big Data Analytics	2016	VLDB	9.6300019e-05
5,005	Efficient Main Memory Data Management Using the DBGraph Storage Model	1990	VLDB	5.7599923e-05
9,375	In-depth Analysis of Continuous Subgraph Matching in a Common Delta Query Compilation Framework	2024	SIGMOD	4.3452177e-05
9,953	Optimizing Differentially-Maintained Recursive Queries on Dynamic Graphs	2022	VLDB	4.2360271e-05
10,892	Kishu: Time-Traveling for Computational Notebooks	2025	VLDB	4.1905499e-05
10,384	Data Chunk Compaction in Vectorized Execution	2025	SIGMOD	4.1905499e-05
739	Delta Lake: High-Performance ACID Table Storage over Cloud Object Stores	2020	VLDB	0.00017365933
6,759	Fast Incremental Discovery of Pointwise Order Dependencies	2020	VLDB	4.933198e-05
9,204	Compact, Tamper-Resistant Archival of Fine-Grained Provenance	2021	VLDB	4.3701044e-05