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)
Incoming Non-self Citations Over Time
Authors
- 1. Michail Georgoulakis Misegiannis (Technical University of Munich)
- 2. Daniel Ritter (SAP)
- 3. Viktor Leis (Technical University of Munich)
- 4. Jana Giceva (Technical University of Munich)
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)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,391 | DQSim: Does the Task Assignment Slow Down Your Distributed Database System? | 2027 | SIGMOD | 4.9605343e-05 |
| 10,393 | EASE: Resource-aware Query Scheduling across Heterogeneous Cloud Compute Services | 2027 | SIGMOD | 4.9605343e-05 |
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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.
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