Boosting Efficiency of External Pipelines by Blurring Application Boundaries

Summary: GOLAP ingests external utilities as first-class DBMS components, using static analysis and runtime inspection to detect/elide inter-utility communication waste and expose cross-utility parallelism. Prototype Caesar rewrites and parallelizes pipelines, yielding up to 22× speedups with <17% instrumentation overhead, blurring application boundaries to reconcile composability and DBMS performance. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID: 469
Venue: CIDR
Year: 2022
Pagerank: 4.4661967e-05
Overall Rank: 8,692 | 39.54%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 2 of 2 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
6,701	YeSQL: “You extend SQL” with Rich and Highly Performant User-Defined Functions in Relational Databases	2022	VLDB	4.9561066e-05
8,583	Efficient Execution of User-Defined Functions in SQL Queries	2023	VLDB	4.4919445e-05

Outgoing Citations (Sorted by Pagerank)

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
35	MonetDB/X100: Hyper-Pipelining Query Execution	2005	CIDR	0.00076197749
52	Database Architecture Optimized for the new Bottleneck: Memory Access	1999	VLDB	0.00066474881
60	Efficiently Compiling Efficient Query Plans for Modern Hardware	2011	VLDB	0.00064439773
113	Encapsulation of Parallelism in the Volcano Query Processing System	1990	SIGMOD	0.00046764513
418	Morsel-Driven Parallelism: A NUMA-Aware Query Evaluation Framework for the Many-Core Age	2014	SIGMOD	0.00023729211
853	Everything You Always Wanted to Know About Compiled and Vectorized Queries But Were Afraid to Ask	2018	VLDB	0.00015940507
924	Serverless Computing: One Step Forward, Two Steps Back	2019	CIDR	0.00015272958
1,864	Relaxed Operator Fusion for In-Memory Databases: Making Compilation, Vectorization, and Prefetching Work Together At Last	2018	VLDB	0.00010280966
2,651	HetExchange: Encapsulating heterogeneous CPU-GPU parallelism in JIT compiled engines	2019	VLDB	8.3694317e-05
2,867	StatusQuo: Making Familiar Abstractions Perform Using Program Analysis	2013	CIDR	7.9831651e-05
3,080	Compiling PL/SQL Away	2020	CIDR	7.603389e-05
4,326	Fast Queries Over Heterogeneous Data Through Engine Customization	2016	VLDB	6.288323e-05
5,614	New Directions in Cloud Programming	2021	CIDR	5.4101976e-05
6,407	Just-In-Time Data Virtualization: Lightweight Data Management with ViDa	2015	CIDR	5.076547e-05
6,964	A Morsel-Driven Query Execution Engine for Heterogeneous Multi-Cores	2019	VLDB	4.8815971e-05
11,427	Accelerating Complex Analytics using Speculation	2021	CIDR	4.1945683e-05

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