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CloudGlide: Deconstructing the Landscape of Cloud-Based Analytics
Summary: CloudGlide: white-box simulation framework that couples a queueing-theoretic model with a discrete-event simulator to predict cost and latency of cloud analytics across provisioning, caching, scheduling, and pricing axes using real workload traces. Validated on industry traces and benchmarks to approximate diverse architectures and enable rapid what-if trade-off exploration without costly live deployments.
(summarized by gpt-5-mini on Feb 09 2026)
Paper ID
he1c3a5a609a01335
Venue
VLDB
Year
2025
Pagerank
4.9769913e-05
Overall Rank
11,439 | 23.12%
DOI
10.14778/3773731.3773739
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(CC BY-NC-ND 4.0)
Incoming Non-self Citations Over Time
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BibTeX Citation
@article{misegiannis_vldb25,
title = {{CloudGlide: Deconstructing the Landscape of Cloud-Based Analytics}},
author = {Misegiannis, Michail Georgoulakis and Ritter, Daniel and Leis, Viktor and Giceva, Jana},
journal = {PVLDB},
series = {{VLDB} '25},
volume = {18},
number = {13},
pages = {5638--5651},
doi = {10.14778/3773731.3773739},
url = {https://doi.org/10.14778/3773731.3773739},
year = {2025}
}
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Outgoing Citations (Sorted by Pagerank)
Showing 33 of 33 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
Rank
Cited Paper
Year
Venue
Pagerank
1
Access Path Selection in a Relational Database Management System 1979
SIGMOD
0.0023943337
14
MonetDB/X100: Hyper-Pipelining Query Execution 2005
CIDR
0.00064013679
15
How Good Are Query Optimizers, Really? 2016
VLDB
0.00061067652
23
Spark SQL: Relational Data Processing in Spark 2015
SIGMOD
0.00055384955
52
The Snowflake Elastic Data Warehouse 2016
SIGMOD
0.00041210636
78
Automatic Database Management System Tuning Through Large-scale Machine Learning 2017
SIGMOD
0.00036675568
681
Amazon Redshift Re-invented 2022
SIGMOD
0.0001482366
890
Rack-Scale In-Memory Join Processing using RDMA 2015
SIGMOD
0.00013241413
932
Starling: A Scalable Query Engine on Cloud Functions 2020
SIGMOD
0.00013002837
940
Starfish: A Self-tuning System for Big Data Analytics 2011
CIDR
0.00012959992
1,135
Dremel: A Decade of Interactive SQL Analysis at Web Scale 2020
VLDB
0.00011886308
1,233
Communication Steps for Parallel Query Processing 2013
PODS
0.00011404978
1,289
An Inquiry into Machine Learning-based Automatic Configuration Tuning Services on Real-World Database Management Systems 2021
VLDB
0.00011159167
1,764
Lambada: Interactive Data Analytics on Cold Data Using Serverless Cloud Infrastructure 2020
SIGMOD
9.6959345e-05
1,790
POLARIS: The Distributed SQL Engine in Azure Synapse 2020
VLDB
9.6227952e-05
1,791
Greenplum: A Hybrid Database for Transactional and Analytical Workloads 2021
SIGMOD
9.6213736e-05
1,834
Why TPC Is Not Enough: An Analysis of the Amazon Redshift Fleet 2024
VLDB
9.5349903e-05
2,213
Towards Cost-Optimal Query Processing in the Cloud 2021
VLDB
8.817248e-05
2,269
PerfEnforce Demonstration: Data Analytics with Performance Guarantees 2016
SIGMOD
8.7167843e-05
2,968
Choosing A Cloud DBMS: Architectures and Tradeoffs 2019
VLDB
7.8004755e-05
3,311
Cloud Analytics Benchmark 2023
VLDB
7.4364696e-05
3,565
Auto-WLM: Machine Learning Enhanced Workload Management in Amazon Redshift 2023
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7.200937e-05
4,668
Intelligent Scaling in Amazon Redshift 2024
SIGMOD
6.4768105e-05
4,677
AutoSteer: Learned Query Optimization for Any SQL Database 2023
VLDB
6.4721041e-05
7,163
Cost-Intelligent Data Analytics in the Cloud 2024
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5.5935766e-05
7,869
Blueprinting the Cloud: Unifying and Automatically Optimizing Cloud Data Infrastructures with BRAD 2024
VLDB
5.4342182e-05
9,053
A Model for Query Execution Over Heterogeneous Instances 2024
CIDR
5.2287012e-05
9,192
DBSeer: Pain-free Database Administration through Workload Intelligence 2015
VLDB
5.2091836e-05
9,467
HyperBlocker: Accelerating Rule-based Blocking in Entity Resolution using GPUs 2025
VLDB
5.1709969e-05
9,538
Enterprise Application-Database Co-Innovation for Hybrid Transactional/Analytical Processing: A Virtual Data Model and Its Query Optimization Needs 2025
SIGMOD
5.1631227e-05
9,544
SAP HANA Cloud: Data Management for Modern Enterprise Applications 2025
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10,190
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VLDB
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11,548
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SIGMOD
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