Parallel Analytics as a Service
Summary: Thrifty prototypes MPPDB-as-a-Service, consolidating thousands of tenants on shared hardware while preserving per-tenant SLAs. Tenant-driven design with clustered MPPDBs, replicated placement for HA, and routing to the right MPPDB delivers 99.9% SLA on 200GB–3.2TB workloads using ~19% of requested nodes. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Petrie Wong
- 2. Zhian He
- 3. Eric Lo
Incoming Citations (Sorted by Pagerank)
Showing 6 of 6 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,838 | Mesa: Geo-Replicated, Near Real-Time, Scalable Data Warehousing | 2014 | VLDB | 0.00010353323 |
| 2,750 | CPU Sharing Techniques for Performance Isolation in Multi-tenant Relational Database-as-a-Service | 2014 | VLDB | 8.1788028e-05 |
| 5,287 | Secure Query Processing with Data Interoperability in a Cloud Database Environment | 2014 | SIGMOD | 5.5805942e-05 |
| 8,423 | SPRINTER: A Fast n-ary Join Query Processing Method for Complex OLAP Queries | 2020 | SIGMOD | 4.5112315e-05 |
| 9,958 | Re-evaluating Designs for Multi-Tenant OLTP Workloads on SSD-based I/O Subsystems | 2014 | SIGMOD | 4.2323889e-05 |
| 11,915 | Thrifty: Offering Parallel Database as a Service using the Shared-Process Approach | 2015 | SIGMOD | 4.1905499e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 10 of 10 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 145 | Quickly Generating Billion-Record Synthetic Databases | 1994 | SIGMOD | 0.00041403894 |
| 573 | Workload-Aware Database Monitoring and Consolidation | 2011 | SIGMOD | 0.00019886777 |
| 664 | Relational Cloud: A Database-as-a-Service for the Cloud | 2011 | CIDR | 0.0001846313 |
| 679 | Skew-Aware Automatic Database Partitioning in Shared-Nothing, Parallel OLTP Systems | 2012 | SIGMOD | 0.00018211621 |
| 716 | Performance Prediction for Concurrent Database Workloads | 2011 | SIGMOD | 0.00017623897 |
| 886 | Automatic Virtual Machine Configuration for Database Workloads | 2008 | SIGMOD | 0.00015563003 |
| 981 | Interactive Analytical Processing in Big Data Systems: A Cross-Industry Study of MapReduce Workloads | 2012 | VLDB | 0.00014866268 |
| 1,215 | Multi-Tenant Databases for Software as a Service: Schema-Mapping Techniques | 2008 | SIGMOD | 0.00013242358 |
| 2,410 | Automated Partitioning Design in Parallel Database Systems | 2011 | SIGMOD | 8.8643562e-05 |
| 8,268 | Divergent Physical Design Tuning for Replicated Databases | 2012 | SIGMOD | 4.5408509e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 42 | A Comparison of Approaches to Large-Scale Data Analysis | 2009 | SIGMOD | 0.00073570328 |
| 6,066 | Flexible Resource Allocation for Relational Database-as-a-Service | 2023 | VLDB | 5.225259e-05 |
| 8,097 | Parallelism-Optimizing Data Placement for Faster Data-Parallel Computations | 2023 | VLDB | 4.5825634e-05 |
| 2,620 | Distributing A Database For Parallelism | 1983 | SIGMOD | 8.4426302e-05 |
| 11,575 | Serverless Query Processing on a Budget | 2020 | SIGMOD | 4.1905499e-05 |
| 158 | HadoopDB: An Architectural Hybrid of MapReduce and DBMS Technologies for Analytical Workloads | 2009 | VLDB | 0.00040401371 |
| 6,065 | Towards Energy-Efficient Database Cluster Design | 2012 | VLDB | 5.2254299e-05 |
| 2,553 | Towards Cost-Optimal Query Processing in the Cloud | 2021 | VLDB | 8.5522099e-05 |
| 664 | Relational Cloud: A Database-as-a-Service for the Cloud | 2011 | CIDR | 0.0001846313 |
| 11,915 | Thrifty: Offering Parallel Database as a Service using the Shared-Process Approach | 2015 | SIGMOD | 4.1905499e-05 |