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Apache Hadoop Goes Realtime at Facebook
Summary: Facebook Messages runs on Hadoop with HBase to scale to billions of messages daily, arguing Hadoop/HBase beat Cassandra and Voldemort for realtime and scalability. It outlines Hadoop enhancements, configuration tradeoffs, and positions Hadoop-based solutions as a model over sharded MySQL for web-scale apps.
(summarized by gpt-5-nano on Feb 09 2026)
- Paper ID
- 4458
- Venue
- SIGMOD
- Year
- 2011
- Pagerank
- 0.00011668393
- Overall Rank
- 1,497 | 89.60%
- DOI
-
-
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 19 of 19 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
| 281 |
LinkBench: a Database Benchmark Based on the Facebook Social Graph |
2013 |
SIGMOD |
0.00029084275 |
| 379 |
bLSM: A General Purpose Log Structured Merge Tree |
2012 |
SIGMOD |
0.00024954332 |
| 981 |
Interactive Analytical Processing in Big Data Systems: A Cross-Industry Study of MapReduce Workloads |
2012 |
VLDB |
0.00014866268 |
| 3,040 |
How to Fit when No One Size Fits |
2013 |
CIDR |
7.6672864e-05 |
| 3,068 |
Efficient Multi-way Theta-Join Processing Using MapReduce |
2012 |
VLDB |
7.6241861e-05 |
| 3,511 |
M3R: Increased Performance for In-Memory Hadoop Jobs |
2012 |
VLDB |
7.0242945e-05 |
| 3,923 |
Pushing Data-Induced Predicates Through Joins in Big-Data Clusters |
2020 |
VLDB |
6.6232068e-05 |
| 4,563 |
The Unified Logging Infrastructure for Data Analytics at Twitter |
2012 |
VLDB |
6.0752535e-05 |
| 4,859 |
The "Big Data" Ecosystem at LinkedIn |
2013 |
SIGMOD |
5.8680444e-05 |
| 6,135 |
Fast Data in the Era of Big Data: Twitter's Real-Time Related Query Suggestion Architecture |
2013 |
SIGMOD |
5.1908958e-05 |
| 6,154 |
PolarDB-IMCI: A Cloud-Native HTAP Database System at Alibaba |
2023 |
SIGMOD |
5.1795738e-05 |
| 6,246 |
Taking Omid to the Clouds: Fast, Scalable Transactions for Real-Time Cloud Analytics |
2018 |
VLDB |
5.1340013e-05 |
| 6,856 |
Liquid: Unifying Nearline and Offline Big Data Integration |
2015 |
CIDR |
4.901516e-05 |
| 6,986 |
CrocodileDB: Efficient Database Execution through Intelligent Deferment |
2020 |
CIDR |
4.8672517e-05 |
| 8,656 |
Modernization of Databases in the Cloud Era: Building Databases that Run like Legos |
2023 |
VLDB |
4.4686462e-05 |
| 9,505 |
Supporting Scalable Analytics with Latency Constraints |
2015 |
VLDB |
4.3300131e-05 |
| 11,810 |
Query-able Kafka: An agile data analytics pipeline for mobile wireless networks |
2017 |
VLDB |
4.1905499e-05 |
| 11,813 |
CarStream: An Industrial System of Big Data Processing for Internet-of-Vehicles |
2017 |
VLDB |
4.1905499e-05 |
| 12,055 |
Execution and Optimization of Continuous Queries with Cyclops |
2013 |
SIGMOD |
4.1905499e-05 |
Outgoing Citations (Sorted by Pagerank)
Showing 0 of 0 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank |
Cited Paper |
Year |
Venue |
Pagerank |
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