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The Challenges of Global-scale Data Management

Summary: GSDM tutorial: fundamental challenges, advancements, and open opportunities in global-scale data management. WAN latency dominates design trade-offs; it reevaluates classic fault tolerance, availability, and performance; surveys progress and open directions. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
5276
Venue
SIGMOD
Year
2016
Pagerank
5.093636e-05
Overall Rank
12,050 | 17.33%
DOI
10.1145/2882903.2912571

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Authors

BibTeX Citation

@inproceedings{nawab_sigmod16,
        title = {{The Challenges of Global-scale Data Management}},
        author = {Nawab, Faisal and Agrawal, Divyakant and Abbadi, Amr El},
        series = {{SIGMOD} '16},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/2882903.2912571},
        url = {https://dl.acm.org/doi/10.1145/2882903.2912571},
        year = {2016}
}

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Outgoing Citations (Sorted by Pagerank)

Showing 26 of 26 cited papers.

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

Rank Cited Paper Year Venue Pagerank
19 A Critique of ANSI SQL Isolation Levels 1995 SIGMOD 0.00058720861
47 PNUTS: Yahoo!'s Hosted Data Serving Platform 2008 VLDB 0.00044503718
144 Megastore: Providing Scalable, Highly Available Storage for Interactive Services 2011 CIDR 0.00029554682
220 Storm @Twitter 2014 SIGMOD 0.00024244587
224 MillWheel: Fault-Tolerant Stream Processing at Internet Scale 2013 VLDB 0.00024130894
607 F1: A Distributed SQL Database That Scales 2013 VLDB 0.00015800238
612 Twitter Heron: Stream Processing at Scale 2015 SIGMOD 0.0001573018
754 Lazy Database Replication with Snapshot Isolation 2006 VLDB 0.00014327706
867 Coordination Avoidance in Database Systems 2015 VLDB 0.00013511197
1,171 Photon: Fault-tolerant and Scalable Joining of Continuous Data Streams 2013 SIGMOD 0.00011826434
1,593 F1 – The Fault-Tolerant Distributed RDBMS Supporting Google's Ad Business 2012 SIGMOD 0.00010252961
1,606 Mesa: Geo-Replicated, Near Real-Time, Scalable Data Warehousing 2014 VLDB 0.00010228576
1,754 Middleware based Data Replication providing Snapshot Isolation 2005 SIGMOD 9.8237803e-05
1,850 Bolt-on Causal Consistency 2013 SIGMOD 9.6167827e-05
2,191 Data Warehousing and Analytics Infrastructure at Facebook 2010 SIGMOD 8.9780154e-05
2,439 The Homeostasis Protocol: Avoiding Transaction Coordination Through Program Analysis 2015 SIGMOD 8.5785386e-05
2,497 Low-Latency Multi-Datacenter Databases using Replicated Commit 2013 VLDB 8.5020762e-05
3,494 WANalytics: Analytics for a Geo-Distributed Data-Intensive World 2015 CIDR 7.3642231e-05
3,931 Take me to your leader! Online Optimization of Distributed Storage Configurations 2015 VLDB 7.0093991e-05
4,319 Minimizing Commit Latency of Transactions in Geo-Replicated Data Stores 2015 SIGMOD 6.7630901e-05
5,065 Serializability, not Serial: Concurrency Control and Availability in Multi-Datacenter Datastores 2012 VLDB 6.3775656e-05
6,124 Pixida: Optimizing Data Parallel Jobs in Wide-Area Data Analytics 2016 VLDB 5.967889e-05
6,306 SEMROD: Secure and Efficient MapReduce Over Hybrid Clouds 2015 SIGMOD 5.9199986e-05
6,477 PLANET: Making Progress with Commit Processing in Unpredictable Environments 2014 SIGMOD 5.8682525e-05
12,043 DB-Risk: The Game of Global Database Placement 2016 SIGMOD 5.093636e-05
12,219 Message Futures: Fast Commitment of Transactions in Multi-datacenter Environments 2013 CIDR 5.093636e-05
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