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 |
|---|---|---|---|---|
| 1,814 | Mesa: Geo-Replicated, Near Real-Time, Scalable Data Warehousing | 2014 | VLDB | 0.00010458107 |
| 2,731 | CPU Sharing Techniques for Performance Isolation in Multi-tenant Relational Database-as-a-Service | 2014 | VLDB | 8.2108797e-05 |
| 5,302 | Secure Query Processing with Data Interoperability in a Cloud Database Environment | 2014 | SIGMOD | 5.5786331e-05 |
| 8,432 | SPRINTER: A Fast n-ary Join Query Processing Method for Complex OLAP Queries | 2020 | SIGMOD | 4.5153924e-05 |
| 9,959 | Re-evaluating Designs for Multi-Tenant OLTP Workloads on SSD-based I/O Subsystems | 2014 | SIGMOD | 4.2364477e-05 |
| 11,907 | Thrifty: Offering Parallel Database as a Service using the Shared-Process Approach | 2015 | SIGMOD | 4.1945683e-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 | 0.0004138408 |
| 570 | Workload-Aware Database Monitoring and Consolidation | 2011 | SIGMOD | 0.00019922274 |
| 664 | Relational Cloud: A Database-as-a-Service for the Cloud | 2011 | CIDR | 0.00018465843 |
| 679 | Skew-Aware Automatic Database Partitioning in Shared-Nothing, Parallel OLTP Systems | 2012 | SIGMOD | 0.00018215154 |
| 718 | Performance Prediction for Concurrent Database Workloads | 2011 | SIGMOD | 0.0001763106 |
| 887 | Automatic Virtual Machine Configuration for Database Workloads | 2008 | SIGMOD | 0.00015578896 |
| 979 | Interactive Analytical Processing in Big Data Systems: A Cross-Industry Study of MapReduce Workloads | 2012 | VLDB | 0.0001488055 |
| 1,216 | Multi-Tenant Databases for Software as a Service: Schema-Mapping Techniques | 2008 | SIGMOD | 0.00013232841 |
| 2,413 | Automated Partitioning Design in Parallel Database Systems | 2011 | SIGMOD | 8.8672223e-05 |
| 8,272 | Divergent Physical Design Tuning for Replicated Databases | 2012 | SIGMOD | 4.5452316e-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 | 0.00073498298 |
| 6,062 | Flexible Resource Allocation for Relational Database-as-a-Service | 2023 | VLDB | 5.2302798e-05 |
| 8,150 | Parallelism-Optimizing Data Placement for Faster Data-Parallel Computations | 2023 | VLDB | 4.5746638e-05 |
| 2,618 | Distributing A Database For Parallelism | 1983 | SIGMOD | 8.4447319e-05 |
| 11,571 | Serverless Query Processing on a Budget | 2020 | SIGMOD | 4.1945683e-05 |
| 157 | HadoopDB: An Architectural Hybrid of MapReduce and DBMS Technologies for Analytical Workloads | 2009 | VLDB | 0.00040397359 |
| 6,061 | Towards Energy-Efficient Database Cluster Design | 2012 | VLDB | 5.2304505e-05 |
| 2,568 | Towards Cost-Optimal Query Processing in the Cloud | 2021 | VLDB | 8.5239227e-05 |
| 664 | Relational Cloud: A Database-as-a-Service for the Cloud | 2011 | CIDR | 0.00018465843 |
| 11,907 | Thrifty: Offering Parallel Database as a Service using the Shared-Process Approach | 2015 | SIGMOD | 4.1945683e-05 |