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PerfEnforce Demonstration: Data Analytics with Performance Guarantees
Summary: PerfEnforce Demonstration presents a dynamic analytics-scaling engine minimizing cost while probabilistically meeting SLA runtimes. Three scaling families—feedback control, reinforcement learning, and online ML—enable tuning and workload-aware comparisons.
(summarized by gpt-5-nano on Feb 09 2026)
- Paper ID
- 5174
- Venue
- SIGMOD
- Year
- 2016
- Pagerank
- 9.2272296e-05
- Overall Rank
- 2,234 | 84.47%
- DOI
-
10.1145/2882903.2899402
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 10 of 10 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
| 1,501 |
P-Store: An Elastic Database System with Predictive Provisioning |
2018 |
SIGMOD |
0.00011664869 |
| 3,982 |
The Myria Big Data Management and Analytics System and Cloud Service |
2017 |
CIDR |
6.5651188e-05 |
| 4,961 |
Releasing Cloud Databases from the Chains of Performance Prediction Models |
2017 |
CIDR |
5.7984657e-05 |
| 5,451 |
NashDB: An End-to-End Economic Method for Elastic Database Fragmentation, Replication, and Provisioning |
2018 |
SIGMOD |
5.5002949e-05 |
| 10,852 |
CloudGlide: Deconstructing the Landscape of Cloud-Based Analytics |
2025 |
VLDB |
4.1945683e-05 |
| 11,635 |
Automated Performance Management for the Big Data Stack |
2019 |
CIDR |
4.1945683e-05 |
| 11,668 |
Cost-Effective, Workload-Adaptive Migration of Big Data Applications to the Cloud |
2019 |
SIGMOD |
4.1945683e-05 |
| 11,677 |
NashDB: Fragmentation, Replication, and Provisioning using Economic Methods |
2019 |
VLDB |
4.1945683e-05 |
| 11,808 |
Flower: A Data Analytics Flow Elasticity Manager |
2017 |
VLDB |
4.1945683e-05 |
| 11,817 |
Lifting the Haze off the Cloud: A Consumer-Centric Market for Database Computation in the Cloud |
2017 |
VLDB |
4.1945683e-05 |
Outgoing Citations (Sorted by Pagerank)
Showing 3 of 3 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
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