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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
h7f4ad794072d702c
Venue
VLDB
Year
2014
Pagerank
0.00010051462
Overall Rank
1,622 | 89.10%
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
1,135 Dremel: A Decade of Interactive SQL Analysis at Web Scale 2020 VLDB 0.00011891907
1,423 Procella: Unifying serving and analytical data at YouTube 2019 VLDB 0.00010719956
1,569 Compaction management in distributed key-value datastores 2015 VLDB 0.00010211433
1,758 PaxosStore: High-availability Storage Made Practical in WeChat 2017 VLDB 9.7113785e-05
2,451 The Homeostasis Protocol: Avoiding Transaction Coordination Through Program Analysis 2015 SIGMOD 8.4467767e-05
2,915 F1 Query: Declarative Querying at Scale 2018 VLDB 7.8616593e-05
2,997 F1 Lightning: HTAP as a Service 2020 VLDB 7.7689996e-05
3,151 Eon Mode: Bringing the Vertica Columnar Database to the Cloud 2018 SIGMOD 7.5906513e-05
3,465 DIAMetrics: Benchmarking Query Engines at Scale 2020 VLDB 7.2808932e-05
3,556 WANalytics: Analytics for a Geo-Distributed Data-Intensive World 2015 CIDR 7.2084485e-05
4,105 Napa: Powering Scalable Data Warehousing with Robust Query Performance at Google 2021 VLDB 6.8053165e-05
4,394 WANalytics: Geo-Distributed Analytics for a Data Intensive World 2015 SIGMOD 6.618384e-05
4,756 Cuckoo Index: A Lightweight Secondary Index Structure 2020 VLDB 6.43221e-05
4,810 UpBit: Scalable In-Memory Updatable Bitmap Indexing 2016 SIGMOD 6.4050834e-05
6,242 Pixida: Optimizing Data Parallel Jobs in Wide-Area Data Analytics 2016 VLDB 5.8381082e-05
7,404 Compliant Geo-distributed Query Processing 2021 SIGMOD 5.5357067e-05
7,598 SageDB: An Instance-Optimized Data Analytics System 2022 VLDB 5.4871733e-05
8,406 In-Network Leaderless Replication for Distributed Data Stores 2022 VLDB 5.3370819e-05
8,438 Shasta: Interactive Reporting At Scale 2016 SIGMOD 5.3350162e-05
10,268 Keep Your Distributed Data Warehouse Consistent at a Minimal Cost 2023 SIGMOD 5.0491419e-05
11,871 MinMax Sampling: A Near-optimal Global Summary for Aggregation in the Wide Area 2022 SIGMOD 4.9793485e-05
12,345 The Challenges of Global-scale Data Management 2016 SIGMOD 4.9793485e-05
12,492 Datacenters as Computers: Google Engineering & Database Research Perspectives 2014 VLDB 4.9793485e-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 0.00071084324
12 C-Store: A Column-oriented DBMS 2005 VLDB 0.00068998927
31 Hive - A Warehousing Solution Over a Map-Reduce Framework 2009 VLDB 0.00049839909
47 PNUTS: Yahoo!'s Hosted Data Serving Platform 2008 VLDB 0.00044066403
49 Dremel: Interactive Analysis of Web-Scale Datasets 2010 VLDB 0.00043160717
59 Differential Files: Their Application To The Maintenance Of Large Data Bases 1976 SIGMOD 0.00039605949
120 HadoopDB: An Architectural Hybrid of MapReduce and DBMS Technologies for Analytical Workloads 2009 VLDB 0.000311132
139 Megastore: Providing Scalable, Highly Available Storage for Interactive Services 2011 CIDR 0.00029480065
179 The Vertica Analytic Database: C-Store 7 Years Later 2012 VLDB 0.00026611886
432 Shark: SQL and Rich Analytics at Scale 2013 SIGMOD 0.00018339357
567 Answering Queries with Aggregation Using Views 1996 VLDB 0.00016272161
617 F1: A Distributed SQL Database That Scales 2013 VLDB 0.00015555815
876 Tenzing: A SQL Implementation On The MapReduce Framework 2011 VLDB 0.00013309176
1,632 Positional Update Handling in Column Stores 2010 SIGMOD 0.00010021251
1,706 Algorithms for Materialized View Design in Data Warehousing Environment 1997 VLDB 9.8299851e-05
1,764 Caching Multidimensional Queries Using Chunks 1998 SIGMOD 9.6965217e-05
2,115 View Maintenance Issues for the Chronicle Data Model (Extended Abstract) 1995 PODS 9.0155433e-05
2,230 Data Warehousing and Analytics Infrastructure at Facebook 2010 SIGMOD 8.799877e-05
2,256 Dwarf: Shrinking the PetaCube 2002 SIGMOD 8.7438759e-05
2,741 Efficient View Maintenance at Data Warehouses 1997 SIGMOD 8.0688837e-05
2,761 How To Roll a Join: Asynchronous Incremental View Maintenance 2000 SIGMOD 8.0473806e-05
3,019 Asynchronous View Maintenance for VLSD Databases 2009 SIGMOD 7.7461391e-05
3,442 Cubetree: Organization of and Bulk Incremental Updates on the Data Cube 1997 SIGMOD 7.2979501e-05
3,460 Quotient Cube: How to Summarize the Semantics of a Data Cube 2002 VLDB 7.2845441e-05
3,850 QC-Trees: An Efficient Summary Structure for Semantic OLAP 2003 SIGMOD 6.9801117e-05
4,146 Parallel Analytics as a Service 2013 SIGMOD 6.7806268e-05
4,249 The Unified Logging Infrastructure for Data Analytics at Twitter 2012 VLDB 6.7037533e-05
5,637 MaSM: Efficient Online Updates in Data Warehouses 2011 SIGMOD 6.0569403e-05
7,381 Online Expansion of Large-scale Data Warehouses 2011 VLDB 5.5392533e-05
7,596 Avatara: OLAP for Web-scale Analytics Products 2012 VLDB 5.4873503e-05
7,755 Snakes and Sandwiches: Optimal Clustering Strategies for a Data Warehouse 1999 SIGMOD 5.4590631e-05
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