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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
14397
Venue
VLDB
Year
2025
Pagerank
5.093636e-05
Overall Rank
11,076 | 24.01%
DOI
10.14778/3773731.3773739
Incoming Non-self Citations Over Time
No non-self incoming citations found for this paper in this database.
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}
}
Incoming Citations (Sorted by Pagerank)
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Rank
Citing Paper
Year
Venue
Pagerank
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
0.0024089429
14
MonetDB/X100: Hyper-Pipelining Query Execution 2005
CIDR
0.0006312782
18
How Good Are Query Optimizers, Really? 2016
VLDB
0.00059284255
24
Spark SQL: Relational Data Processing in Spark 2015
SIGMOD
0.00054865648
66
The Snowflake Elastic Data Warehouse 2016
SIGMOD
0.00038561587
86
Automatic Database Management System Tuning Through Large-scale Machine Learning 2017
SIGMOD
0.00035316107
818
Amazon Redshift Re-invented 2022
SIGMOD
0.00013822916
892
Rack-Scale In-Memory Join Processing using RDMA 2015
SIGMOD
0.00013376761
923
Starfish: A Self-tuning System for Big Data Analytics 2011
CIDR
0.00013189886
939
Starling: A Scalable Query Engine on Cloud Functions 2020
SIGMOD
0.00013083524
1,207
Communication Steps for Parallel Query Processing 2013
PODS
0.00011663155
1,344
An Inquiry into Machine Learning-based Automatic Configuration Tuning Services on Real-World Database Management Systems 2021
VLDB
0.00011094717
1,453
Dremel: A Decade of Interactive SQL Analysis at Web Scale 2020
VLDB
0.00010742227
1,784
Lambada: Interactive Data Analytics on Cold Data Using Serverless Cloud Infrastructure 2020
SIGMOD
9.7726335e-05
1,925
POLARIS: The Distributed SQL Engine in Azure Synapse 2020
VLDB
9.4764398e-05
1,948
Greenplum: A Hybrid Database for Transactional and Analytical Workloads 2021
SIGMOD
9.432395e-05
2,240
PerfEnforce Demonstration: Data Analytics with Performance Guarantees 2016
SIGMOD
8.8846115e-05
2,344
Towards Cost-Optimal Query Processing in the Cloud 2021
VLDB
8.7199754e-05
2,408
Why TPC Is Not Enough: An Analysis of the Amazon Redshift Fleet 2024
VLDB
8.6154404e-05
3,071
Choosing A Cloud DBMS: Architectures and Tradeoffs 2019
VLDB
7.7885156e-05
3,809
Auto-WLM: Machine Learning Enhanced Workload Management in Amazon Redshift 2023
SIGMOD
7.1074195e-05
3,838
Cloud Analytics Benchmark 2023
VLDB
7.0823175e-05
4,929
AutoSteer: Learned Query Optimization for Any SQL Database 2023
VLDB
6.4423294e-05
5,369
Intelligent Scaling in Amazon Redshift 2024
SIGMOD
6.2437078e-05
7,589
Cost-Intelligent Data Analytics in the Cloud 2024
CIDR
5.5907048e-05
7,755
Blueprinting the Cloud: Unifying and Automatically Optimizing Cloud Data Infrastructures with BRAD 2024
VLDB
5.5519655e-05
8,887
A Model for Query Execution Over Heterogeneous Instances 2024
CIDR
5.3512451e-05
9,016
DBSeer: Pain-free Database Administration through Workload Intelligence 2015
VLDB
5.3312701e-05
9,350
Enterprise Application-Database Co-Innovation for Hybrid Transactional/Analytical Processing: A Virtual Data Model and Its Query Optimization Needs 2025
SIGMOD
5.2841297e-05
9,772
SAP HANA Cloud: Data Management for Modern Enterprise Applications 2025
SIGMOD
5.2209769e-05
9,997
HyperBlocker: Accelerating Rule-based Blocking in Entity Resolution using GPUs 2025
VLDB
5.1814573e-05
10,000
Saving Money for Analytical Workloads in the Cloud 2024
VLDB
5.1814573e-05
11,200
High-Performance Query Processing with NVMe Arrays: Spilling without Killing Performance 2024
SIGMOD
5.093636e-05
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