Database Paper Browser

Back to papers

Thoth in Action: Memory Management in Modern Data Analytics

Summary: Thoth in Action studies memory management in modern data analytics using a data-driven, multi-system platform. It shows cross-layer dynamics from resource managers (Mesos/Yarn) and containers to JVM pools (heap/off-heap, Young/Old gen) and framework caches, enabling multi-tenant memory management with Thoth. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
11486
Venue
VLDB
Year
2017
Pagerank
4.2744056e-05
Overall Rank
9,808 | 31.84%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 2 of 2 citing papers.

Rank Citing Paper Year Venue Pagerank
1,892 Black or White? How to Develop an AutoTuner for Memory-based Analytics 2020 SIGMOD 0.00010176219
3,466 AI Meets Database: AI4DB and DB4AI 2021 SIGMOD 7.0645718e-05
Previous Page 1 / 1 Next

Outgoing Citations (Sorted by Pagerank)

Showing 2 of 2 cited papers.

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

Rank Cited Paper Year Venue Pagerank
7,690 ROBUS: Fair Cache Allocation for Data-parallel Workloads 2017 SIGMOD 4.6723821e-05
12,009 Thoth: Towards Managing a Multi-System Cluster 2014 VLDB 4.1905499e-05
Previous Page 1 / 1 Next

Semantically Similar Papers

Overall Rank Paper Year Venue Pagerank
6,538 Data Partitioning for In-Memory Systems: Myths, Challenges, and Opportunities 2019 CIDR 5.0173391e-05
6,560 Efficient In-memory Data Management: An Analysis 2014 VLDB 5.0056732e-05
5,803 Lifetime-Based Memory Management for Distributed Data Processing Systems 2016 VLDB 5.3208219e-05
9,611 In-Memory for the Masses: Enabling Cost-Efficient Deployments of In-Memory Data Management Platforms for Business Applications 2019 VLDB 4.3136057e-05
1,892 Black or White? How to Develop an AutoTuner for Memory-based Analytics 2020 SIGMOD 0.00010176219
6,108 Automating Distributed Tiered Storage Management in Cluster Computing 2020 VLDB 5.2030492e-05
11,980 Palette: Enabling Scalable Analytics for Big-Memory, Multicore Machines 2014 SIGMOD 4.1905499e-05
9,742 Databases in the Era of Memory-Centric Computing 2025 CIDR 4.2856385e-05
5,111 Adaptive NUMA-aware data placement and task scheduling for analytical workloads in main-memory column-stores 2017 VLDB 5.6855393e-05
12,009 Thoth: Towards Managing a Multi-System Cluster 2014 VLDB 4.1905499e-05