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Towards Resource-adaptive Query Execution in Cloud Native Databases

Summary: Proposes primitives—query preemption, resource arbitration, and cost tolerance—to adapt cloud‑native DBs to ephemeral, price‑volatile, and preemptible cloud resources. Ratchet implements adaptive multi‑granularity suspend/resume, heterogeneous workload arbitration, and fine‑grained pricing‑aware execution. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
512
Venue
CIDR
Year
2024
Pagerank
4.2635782e-05
Overall Rank
9,883 | 31.25%
DOI
-

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 2 of 2 citing papers.

Rank Citing Paper Year Venue Pagerank
8,798 Resource-Adaptive Query Execution with Paged Memory Management 2025 CIDR 4.4489415e-05
9,763 The UDFBench Benchmark for General-purpose UDF Queries 2025 VLDB 4.2856106e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 22 of 22 cited papers.

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

Rank Cited Paper Year Venue Pagerank
185 DuckDB: an Embeddable Analytical Database 2019 SIGMOD 0.00036538405
418 Morsel-Driven Parallelism: A NUMA-Aware Query Evaluation Framework for the Many-Core Age 2014 SIGMOD 0.00023729211
521 Hyder - A Transactional Record Manager for Shared Flash 2011 CIDR 0.00021139547
735 Umbra: A Disk-Based System with In-Memory Performance 2020 CIDR 0.00017452467
892 Zephyr: Live Migration in Shared Nothing Databases for Elastic Cloud Platforms 2011 SIGMOD 0.00015559876
1,121 Albatross: Lightweight Elasticity in Shared Storage Databases for the Cloud using Live Data Migration 2011 VLDB 0.00013856011
1,226 Integrating Scale Out and Fault Tolerance in Stream Processing using Operator State Management 2013 SIGMOD 0.00013180799
1,326 Starling: A Scalable Query Engine on Cloud Functions 2020 SIGMOD 0.00012576952
1,385 SQLVM: Performance Isolation in Multi-Tenant Relational Database-as-a-Service 2013 CIDR 0.00012261812
1,548 Structured Streaming: A Declarative API for Real-Time Applications in Apache Spark 2018 SIGMOD 0.00011431383
1,577 PaxosStore: High-availability Storage Made Practical in WeChat 2017 VLDB 0.00011285777
1,729 Cloud-Native Database Systems at Alibaba: Opportunities and Challenges 2019 VLDB 0.0001073728
3,550 Chi: A Scalable and Programmable Control Plane for Distributed Stream Processing Systems 2018 VLDB 6.9843512e-05
3,936 Rethinking Database High Availability with RDMA Networks 2019 VLDB 6.6162264e-05
4,044 Megaphone: Latency-conscious state migration for distributed streaming dataflows 2019 VLDB 6.4995312e-05
4,155 Query Suspend and Resume 2007 SIGMOD 6.4030559e-05
4,670 Napa: Powering Scalable Data Warehousing with Robust Query Performance at Google 2021 VLDB 6.0104466e-05
5,407 Remus: Efficient Live Migration for Distributed Databases with Snapshot Isolation 2022 SIGMOD 5.5242392e-05
6,964 A Morsel-Driven Query Execution Engine for Heterogeneous Multi-Cores 2019 VLDB 4.8815971e-05
7,387 Bubble Execution: Resource-aware Reliable Analytics at Cloud Scale 2018 VLDB 4.7438193e-05
8,038 Amber: A Debuggable Dataflow System Based on the Actor Model 2020 VLDB 4.600124e-05
9,598 Towards Database Virtualization for Database as a Service 2013 VLDB 4.3191659e-05
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