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Mesa: Geo-Replicated, Near Real-Time, Scalable Data Warehousing

Summary: Geo-replicated, near real-time analytics warehouse for petabyte-scale measurement data, handling millions of row updates per second and billions of queries daily. Guarantees consistent, repeatable query answers across datacenters and during datacenter outages, highlighting end-to-end scalability, availability, and fault tolerance. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
10974
Venue
VLDB
Year
2014
Pagerank
0.00010228576
Overall Rank
1,606 | 88.99%
DOI
10.14778/2732977.2732999

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{gupta_vldb14,
        title = {{Mesa: Geo-Replicated, Near Real-Time, Scalable Data Warehousing}},
        author = {Gupta, Ashish and Yang, Fan and Govig, Jason and Kirsch, Adam and Chan, Kelvin and Lai, Kevin and Wu, Shuo and Dhoot, Sandeep Govind and Kumar, Abhilash Rajesh and Agiwal, Ankur and Bhansali, Sanjay and Hong, Mingsheng and Cameron, Jamie and Siddiqi, Masood and Jones, David and Shute, Jeff and Gubarev, Andrey and Venkataraman, Shivakumar and Agrawal, Divyakant},
        journal = {PVLDB},
        series = {{VLDB} '14},
        volume = {7},
        number = {12},
        pages = {1259--1270},
        doi = {10.14778/2732977.2732999},
        url = {https://doi.org/10.14778/2732977.2732999},
        year = {2014}
}

Incoming Citations (Sorted by Pagerank)

Showing 23 of 23 citing papers.

Rank Citing Paper Year Venue Pagerank
1,453 Dremel: A Decade of Interactive SQL Analysis at Web Scale 2020 VLDB 0.00010742227
1,494 Procella: Unifying serving and analytical data at YouTube 2019 VLDB 0.00010577585
1,580 Compaction management in distributed key-value datastores 2015 VLDB 0.00010299919
1,749 PaxosStore: High-availability Storage Made Practical in WeChat 2017 VLDB 9.8395185e-05
2,439 The Homeostasis Protocol: Avoiding Transaction Coordination Through Program Analysis 2015 SIGMOD 8.5785386e-05
2,889 F1 Query: Declarative Querying at Scale 2018 VLDB 7.9935046e-05
2,972 F1 Lightning: HTAP as a Service 2020 VLDB 7.9114157e-05
3,246 Eon Mode: Bringing the Vertica Columnar Database to the Cloud 2018 SIGMOD 7.602048e-05
3,460 DIAMetrics: Benchmarking Query Engines at Scale 2020 VLDB 7.3939262e-05
3,494 WANalytics: Analytics for a Geo-Distributed Data-Intensive World 2015 CIDR 7.3642231e-05
4,017 Napa: Powering Scalable Data Warehousing with Robust Query Performance at Google 2021 VLDB 6.9525581e-05
4,306 WANalytics: Geo-Distributed Analytics for a Data Intensive World 2015 SIGMOD 6.7702911e-05
4,782 Cuckoo Index: A Lightweight Secondary Index Structure 2020 VLDB 6.5115802e-05
4,988 UpBit: Scalable In-Memory Updatable Bitmap Indexing 2016 SIGMOD 6.4107392e-05
6,124 Pixida: Optimizing Data Parallel Jobs in Wide-Area Data Analytics 2016 VLDB 5.967889e-05
7,258 Compliant Geo-distributed Query Processing 2021 SIGMOD 5.6614636e-05
8,239 In-Network Leaderless Replication for Distributed Data Stores 2022 VLDB 5.4595803e-05
8,272 Shasta: Interactive Reporting At Scale 2016 SIGMOD 5.4574671e-05
8,323 SageDB: An Instance-Optimized Data Analytics System 2022 VLDB 5.4539294e-05
10,063 Keep Your Distributed Data Warehouse Consistent at a Minimal Cost 2023 SIGMOD 5.1650158e-05
11,562 MinMax Sampling: A Near-optimal Global Summary for Aggregation in the Wide Area 2022 SIGMOD 5.093636e-05
12,050 The Challenges of Global-scale Data Management 2016 SIGMOD 5.093636e-05
12,201 Datacenters as Computers: Google Engineering & Database Research Perspectives 2014 VLDB 5.093636e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 31 of 31 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
11 Implementing Data Cubes Efficiently 1996 SIGMOD 0.00071822821
12 C-Store: A Column-oriented DBMS 2005 VLDB 0.00069513174
32 Hive - A Warehousing Solution Over a Map-Reduce Framework 2009 VLDB 0.00050111008
47 PNUTS: Yahoo!'s Hosted Data Serving Platform 2008 VLDB 0.00044503718
51 Dremel: Interactive Analysis of Web-Scale Datasets 2010 VLDB 0.0004291425
59 Differential Files: Their Application To The Maintenance Of Large Data Bases 1976 SIGMOD 0.00040060625
120 HadoopDB: An Architectural Hybrid of MapReduce and DBMS Technologies for Analytical Workloads 2009 VLDB 0.00031680027
144 Megastore: Providing Scalable, Highly Available Storage for Interactive Services 2011 CIDR 0.00029554682
186 The Vertica Analytic Database: C-Store 7 Years Later 2012 VLDB 0.00026182534
425 Shark: SQL and Rich Analytics at Scale 2013 SIGMOD 0.00018704491
554 Answering Queries with Aggregation Using Views 1996 VLDB 0.00016580778
607 F1: A Distributed SQL Database That Scales 2013 VLDB 0.00015800238
872 Tenzing: A SQL Implementation On The MapReduce Framework 2011 VLDB 0.00013486409
1,629 Positional Update Handling in Column Stores 2010 SIGMOD 0.00010184131
1,732 Caching Multidimensional Queries Using Chunks 1998 SIGMOD 9.9065981e-05
1,743 Algorithms for Materialized View Design in Data Warehousing Environment 1997 VLDB 9.8702732e-05
2,080 View Maintenance Issues for the Chronicle Data Model (Extended Abstract) 1995 PODS 9.2052704e-05
2,191 Data Warehousing and Analytics Infrastructure at Facebook 2010 SIGMOD 8.9780154e-05
2,318 Dwarf: Shrinking the PetaCube 2002 SIGMOD 8.7588859e-05
2,692 Efficient View Maintenance at Data Warehouses 1997 SIGMOD 8.2491468e-05
2,725 How To Roll a Join: Asynchronous Incremental View Maintenance 2000 SIGMOD 8.2043938e-05
2,966 Asynchronous View Maintenance for VLSD Databases 2009 SIGMOD 7.9152992e-05
3,379 Cubetree: Organization of and Bulk Incremental Updates on the Data Cube 1997 SIGMOD 7.4582502e-05
3,407 Quotient Cube: How to Summarize the Semantics of a Data Cube 2002 VLDB 7.4391131e-05
3,774 QC-Trees: An Efficient Summary Structure for Semantic OLAP 2003 SIGMOD 7.1381444e-05
4,096 Parallel Analytics as a Service 2013 SIGMOD 6.9057396e-05
4,169 The Unified Logging Infrastructure for Data Analytics at Twitter 2012 VLDB 6.8561463e-05
5,564 MaSM: Efficient Online Updates in Data Warehouses 2011 SIGMOD 6.1716245e-05
7,243 Online Expansion of Large-scale Data Warehouses 2011 VLDB 5.6640533e-05
7,470 Avatara: OLAP for Web-scale Analytics Products 2012 VLDB 5.6095423e-05
7,612 Snakes and Sandwiches: Optimal Clustering Strategies for a Data Warehouse 1999 SIGMOD 5.5834218e-05
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