Database Paper Browser

Back to papers

Fangorn: Adaptive Execution Framework for Heterogeneous Workloads on Shared Clusters

Summary: Fangorn is an adaptive execution framework on shared clusters, built on an enriched graph model to orchestrate heterogeneous workloads with both long-running and on-demand resources. Runtime statistics and pluggable components enable cross-engine adaptation (relational to DL) on Alibaba production clusters, handling tens of millions of jobs daily, from one to half-million. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
12506
Venue
VLDB
Year
2021
Pagerank
5.1725247e-05
Overall Rank
11,535 | 19.84%
DOI
10.14778/3476311.3476376

Incoming Non-self Citations Over Time

No non-self incoming citations found for this paper in this database.

Authors

Incoming Citations (Sorted by Pagerank)

Showing 0 of 0 citing papers.

Rank Citing Paper Year Venue Pagerank
Previous Page 1 / 1 Next

Outgoing Citations (Sorted by Pagerank)

Showing 18 of 18 cited papers.

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

Rank Cited Paper Year Venue Pagerank
20 How Good Are Query Optimizers, Really? 2016 VLDB 0.00058294381
25 Spark SQL: Relational Data Processing in Spark 2015 SIGMOD 0.00055280049
31 SCOPE: Easy and Efficient Parallel Processing of Massive Data Sets 2008 VLDB 0.00051798124
242 AliGraph: A Comprehensive Graph Neural Network Platform 2019 VLDB 0.00023878232
322 Impala: A Modern, Open-Source SQL Engine for Hadoop 2015 CIDR 0.00021327735
1,323 SkewTune: Mitigating Skew in MapReduce Applications 2012 SIGMOD 0.00011264233
1,670 Handling Data Skew in Parallel Joins in Shared-Nothing Systems 2008 SIGMOD 0.00010134979
2,343 Fuxi: a Fault-Tolerant Resource Management and Job Scheduling System at Internet Scale 2014 VLDB 8.7994226e-05
2,674 Major Technical Advancements in Apache Hive 2014 SIGMOD 8.3291726e-05
2,710 TPC-DS, Taking Decision Support Benchmarking to the Next Level 2002 SIGMOD 8.2795645e-05
3,545 Advanced Join Strategies for Large-Scale Distributed Computation 2014 VLDB 7.3847662e-05
3,836 Apache Tez: A Unifying Framework for Modeling and Building Data Processing Applications 2015 SIGMOD 7.1401833e-05
4,689 Continuous Cloud-Scale Query Optimization and Processing 2013 VLDB 6.6249836e-05
5,361 Efficient outer join data skew handling in parallel DBMS 2009 VLDB 6.3201082e-05
5,510 Yugong: Geo-Distributed Data and Job Placement at Scale 2019 VLDB 6.2573183e-05
5,812 Skew Handling Techniques in Sort-Merge Join 2002 SIGMOD 6.1398452e-05
6,715 JetScope: Reliable and Interactive Analytics at Cloud Scale 2015 VLDB 5.8520075e-05
7,037 Bubble Execution: Resource-aware Reliable Analytics at Cloud Scale 2018 VLDB 5.7720294e-05
Previous Page 1 / 1 Next

Semantically Similar Papers