Database Paper Browser

Back to papers

GraphJet: Real-Time Content Recommendations at Twitter

Summary: In-memory, single-server graph engine for real-time user–tweet bipartite recommendations. Temporal-partitioned adjacency, compact edge encoding, and power-law aware memory allocation enable high-throughput ingestion (≈1M edges/sec) and ~500 recommendations/sec via random-walk-based algorithms. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
11237
Venue
VLDB
Year
2016
Pagerank
5.8534354e-05
Overall Rank
4,885 | 66.02%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 12 of 12 citing papers.

Rank Citing Paper Year Venue Pagerank
331 The Ubiquity of Large Graphs and Surprising Challenges of Graph Processing 2018 VLDB 0.00027214222
3,729 Sortledton: a Universal, Transactional Graph Data Structure 2022 VLDB 6.8133526e-05
3,839 Experimental Analysis of Streaming Algorithms for Graph Partitioning 2019 SIGMOD 6.7120651e-05
8,243 In-Network Leaderless Replication for Distributed Data Stores 2022 VLDB 4.5518393e-05
9,440 GastCoCo: Graph Storage and Coroutine-Based Prefetch Co-Design for Dynamic Graph Processing 2024 VLDB 4.3419774e-05
9,481 MWP: Multi-Window Parallel Evaluation of Regular Path Queries on Streaming Graphs 2024 SIGMOD 4.3341665e-05
9,745 GTX: A Write-Optimized Latch-free Graph Data System with Transactional Support 2025 SIGMOD 4.2897489e-05
9,790 Chimera: A system design of dual storage and traversal-join unified query processing for SQL/PGQ 2025 VLDB 4.2818172e-05
10,673 When Speed meets Accuracy: an Efficient and Effective Graph Model for Temporal Link Prediction 2025 VLDB 4.1945683e-05
10,688 RapidStore: An Efficient Dynamic Graph Storage System for Concurrent Queries 2025 VLDB 4.1945683e-05
10,761 SIEVE: Effective Filtered Vector Search with Collection of Indexes 2025 VLDB 4.1945683e-05
11,709 Robust, Scalable, Real-Time Event Time Series Aggregation at Twitter 2018 SIGMOD 4.1945683e-05
Previous Page 1 / 1 Next

Outgoing Citations (Sorted by Pagerank)

Showing 10 of 10 cited papers.

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

Rank Cited Paper Year Venue Pagerank
3 Pig Latin: A Not-So-Foreign Language for Data Processing 2008 SIGMOD 0.0024183614
4 Pregel: A System for Large-Scale Graph Processing 2010 SIGMOD 0.0019005923
288 Storm @Twitter 2014 SIGMOD 0.00028939871
558 Trinity: A Distributed Graph Engine on a Memory Cloud 2013 SIGMOD 0.00020168032
886 Fast Personalized PageRank on MapReduce 2011 SIGMOD 0.00015597161
1,154 Fast Incremental Indexing for Full-Text Information Retrieval 1994 VLDB 0.00013642184
1,517 Incremental Updates of Inverted Lists for Text Document Retrieval 1994 SIGMOD 0.00011578859
2,228 Real-Time Twitter Recommendation: Online Motif Detection in Large Dynamic Graphs 2014 VLDB 9.2385241e-05
3,601 Large-Scale Machine Learning at Twitter 2012 SIGMOD 6.9315087e-05
4,572 The Unified Logging Infrastructure for Data Analytics at Twitter 2012 VLDB 6.0760183e-05
Previous Page 1 / 1 Next

Semantically Similar Papers

Overall Rank Paper Year Venue Pagerank
7,924 Distributed Graph Embedding with Information-Oriented Random Walks 2023 VLDB 4.6154072e-05
5,231 ByteGraph: A High-Performance Distributed Graph Database in ByteDance 2022 VLDB 5.6145466e-05
9,759 TeRec: A Temporal Recommender System Over Tweet Stream 2013 VLDB 4.2874442e-05
7,308 Real Time Discovery of Dense Clusters in Highly Dynamic Graphs: Identifying Real World Events in Highly Dynamic Environments 2012 VLDB 4.7672834e-05
7,999 TI: An Efficient Indexing Mechanism for Real-Time Search on Tweets 2011 SIGMOD 4.6100392e-05
10,688 RapidStore: An Efficient Dynamic Graph Storage System for Concurrent Queries 2025 VLDB 4.1945683e-05
2,870 Streaming Similarity Search over one Billion Tweets using Parallel Locality-Sensitive Hashing 2013 VLDB 7.9799783e-05
396 One Trillion Edges: Graph Processing at Facebook-Scale 2015 VLDB 0.00024424102
6,131 Fast Data in the Era of Big Data: Twitter's Real-Time Related Query Suggestion Architecture 2013 SIGMOD 5.1956688e-05
2,228 Real-Time Twitter Recommendation: Online Motif Detection in Large Dynamic Graphs 2014 VLDB 9.2385241e-05