Database Processing-in-Memory: An Experimental Study

Summary: Experimental study of database SIMD operators on Processing-in-Memory (PIM) vs x86 AVX512, evaluating time and energy. Hybrid scheduling interleaves PIM and x86, yielding 45% faster queries and >2x energy savings across main query plans. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 12213
Venue: VLDB
Year: 2020
Pagerank: 5.204248e-05
Overall Rank: 6,114 | 57.47%
DOI: 10.14778/3368289.3368298

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 7 of 7 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
2,916	Quantifying TPC-H Choke Points and Their Optimizations	2020	VLDB	7.9068048e-05
4,667	FlexPushdownDB: Hybrid Pushdown and Caching in a Cloud DBMS	2021	VLDB	6.0116919e-05
7,429	CompressDB: Enabling Efficient Compressed Data Direct Processing for Various Databases	2022	SIGMOD	4.7320139e-05
9,142	Design and Analysis of a Processing-in-DIMM Join Algorithm: A Case Study with UPMEM DIMMs	2023	SIGMOD	4.3853149e-05
10,730	No Cap, This Memory Slaps: Breaking Through the Memory Wall of Transactional Database Systems with Processing-in-Memory	2025	VLDB	4.1945683e-05
10,846	Disaggregation: A New Architecture for Cloud Databases	2025	VLDB	4.1945683e-05
10,856	Analyzing Near-Network Hardware Acceleration with Co-Processing on DPUs	2025	VLDB	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 10 of 10 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
35	MonetDB/X100: Hyper-Pipelining Query Execution	2005	CIDR	0.00076197749
60	Efficiently Compiling Efficient Query Plans for Modern Hardware	2011	VLDB	0.00064439773
351	Sort vs. Hash Revisited: Fast Join Implementation on Modern Multi-Core CPUs	2009	VLDB	0.0002636504
635	Staring into the Abyss: An Evaluation of Concurrency Control with One Thousand Cores	2015	VLDB	0.00018879031
853	Everything You Always Wanted to Know About Compiled and Vectorized Queries But Were Afraid to Ask	2018	VLDB	0.00015940507
946	Efficient Implementation of Sorting on Multi-Core SIMD CPU Architecture	2008	VLDB	0.0001513324
958	Rethinking SIMD Vectorization for In-Memory Databases	2015	SIGMOD	0.00015045316
1,338	Query Processing on Smart SSDs: Opportunities and Challenges	2013	SIGMOD	0.00012493384
2,651	HetExchange: Encapsulating heterogeneous CPU-GPU parallelism in JIT compiled engines	2019	VLDB	8.3694317e-05
4,655	SIMD- and Cache-Friendly Algorithm for Sorting an Array of Structures	2015	VLDB	6.0221672e-05

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