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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
- 5215
- Venue
- SIGMOD
- Year
- 2016
- Pagerank
- 4.1905499e-05
- Overall Rank
- 11,857 | 17.60%
- DOI
-
10.1145/2882903.2912571
Incoming Non-self Citations Over Time
No non-self incoming citations found for this paper in this database.
Incoming Citations (Sorted by Pagerank)
Showing 0 of 0 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
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 |
| 23 |
A Critique of ANSI SQL Isolation Levels |
1995 |
SIGMOD |
0.00083899338 |
| 54 |
PNUTS: Yahoo!'s Hosted Data Serving Platform |
2008 |
VLDB |
0.0006582344 |
| 189 |
Megastore: Providing Scalable, Highly Available Storage for Interactive Services |
2011 |
CIDR |
0.00035934191 |
| 287 |
Storm @Twitter |
2014 |
SIGMOD |
0.00028917909 |
| 314 |
MillWheel: Fault-Tolerant Stream Processing at Internet Scale |
2013 |
VLDB |
0.00028059664 |
| 591 |
Lazy Database Replication with Snapshot Isolation |
2006 |
VLDB |
0.00019545141 |
| 822 |
Twitter Heron: Stream Processing at Scale |
2015 |
SIGMOD |
0.00016226851 |
| 884 |
F1 – The Fault-Tolerant Distributed RDBMS Supporting Google's Ad Business |
2012 |
SIGMOD |
0.00015579837 |
| 900 |
F1: A Distributed SQL Database That Scales |
2013 |
VLDB |
0.00015466804 |
| 1,022 |
Coordination Avoidance in Database Systems |
2015 |
VLDB |
0.00014606725 |
| 1,284 |
Photon: Fault-tolerant and Scalable Joining of Continuous Data Streams |
2013 |
SIGMOD |
0.00012820565 |
| 1,748 |
Middleware based Data Replication providing Snapshot Isolation |
2005 |
SIGMOD |
0.00010686096 |
| 1,838 |
Mesa: Geo-Replicated, Near Real-Time, Scalable Data Warehousing |
2014 |
VLDB |
0.00010353323 |
| 2,008 |
Bolt-on Causal Consistency |
2013 |
SIGMOD |
9.8120677e-05 |
| 2,658 |
Data Warehousing and Analytics Infrastructure at Facebook |
2010 |
SIGMOD |
8.3634079e-05 |
| 2,724 |
The Homeostasis Protocol: Avoiding Transaction Coordination Through Program Analysis |
2015 |
SIGMOD |
8.2300934e-05 |
| 2,820 |
Low-Latency Multi-Datacenter Databases using Replicated Commit |
2013 |
VLDB |
8.0655916e-05 |
| 2,929 |
WANalytics: Analytics for a Geo-Distributed Data-Intensive World |
2015 |
CIDR |
7.8792902e-05 |
| 3,997 |
Take me to your leader! Online Optimization of Distributed Storage Configurations |
2015 |
VLDB |
6.5452671e-05 |
| 4,771 |
Minimizing Commit Latency of Transactions in Geo-Replicated Data Stores |
2015 |
SIGMOD |
5.928282e-05 |
| 5,366 |
Serializability, not Serial: Concurrency Control and Availability in Multi-Datacenter Datastores |
2012 |
VLDB |
5.546301e-05 |
| 5,430 |
SEMROD: Secure and Efficient MapReduce Over Hybrid Clouds |
2015 |
SIGMOD |
5.5105418e-05 |
| 6,102 |
Pixida: Optimizing Data Parallel Jobs in Wide-Area Data Analytics |
2016 |
VLDB |
5.2059254e-05 |
| 6,437 |
PLANET: Making Progress with Commit Processing in Unpredictable Environments |
2014 |
SIGMOD |
5.0554119e-05 |
| 11,850 |
DB-Risk: The Game of Global Database Placement |
2016 |
SIGMOD |
4.1905499e-05 |
| 12,030 |
Message Futures: Fast Commitment of Transactions in Multi-datacenter Environments |
2013 |
CIDR |
4.1905499e-05 |
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