Efficient In-memory Data Management: An Analysis
Summary: Comparative analysis of Memcached, Redis, and Spark RDD for in-memory data management across analytics and key-value workloads. TCP/IP bottlenecks in Memcached/Redis; RDD startup hinders random gets; defines features for efficient in-memory systems. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Hao Zhang (National University of Singapore)
- 2. Bogdan Marius Tudor (National University of Singapore)
- 3. Gang Chen (Zhejiang University)
- 4. Beng Chin Ooi (National University of Singapore)
BibTeX Citation
@article{zhang_vldb14,
title = {{Efficient In-memory Data Management: An Analysis}},
author = {Zhang, Hao and Tudor, Bogdan Marius and Chen, Gang and Ooi, Beng Chin},
journal = {PVLDB},
series = {{VLDB} '14},
volume = {7},
number = {10},
pages = {833--844},
doi = {10.14778/2733004.2733009},
url = {https://doi.org/10.14778/2733004.2733009},
year = {2014}
}
Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,498 | Mega-KV: A Case for GPUs to Maximize the Throughput of In-Memory Key-Value Stores | 2015 | VLDB | 8.5016595e-05 |
Previous
Page 1 / 1
Next
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 |
|---|
Previous
Page 1 / 1
Next
Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 2,267 | In-Memory Performance for Big Data | 2015 | VLDB |
| 2 | 892 | Rack-Scale In-Memory Join Processing using RDMA | 2015 | SIGMOD |
| 3 | 4,764 | ReCache: Reactive Caching for Fast Analytics over Heterogeneous Data | 2018 | VLDB |
| 4 | 6,161 | Data Partitioning for In-Memory Systems: Myths, Challenges, and Opportunities | 2019 | CIDR |
| 5 | 7,905 | Amazon MemoryDB: A Fast and Durable Memory-First Cloud Database | 2024 | SIGMOD |
| 6 | 5,542 | Put an Elephant into a Fridge: Optimizing Cache Efficiency for In-memory Key-value Stores | 2020 | VLDB |
| 7 | 4,208 | Clash of the Titans: MapReduce vs. Spark for Large Scale Data Analytics | 2015 | VLDB |
| 8 | 2,034 | Efficient Distributed Memory Management with RDMA and Caching | 2018 | VLDB |
| 9 | 5,476 | Lifetime-Based Memory Management for Distributed Data Processing Systems | 2016 | VLDB |
| 10 | 7,263 | Catalyst: Optimizing Cache Management for Large In-memory Key-value Systems | 2023 | VLDB |