Software Alternatives & Reviews

RocksDB VS Amazon ElastiCache

Compare RocksDB VS Amazon ElastiCache and see what are their differences

RocksDB logo RocksDB

A persistent key-value store for fast storage environments

Amazon ElastiCache logo Amazon ElastiCache

Amazon ElastiCache offers fully managed Redis and Memcached. Seamlessly deploy, operate, and scale popular open source compatible in-memory data stores.
  • RocksDB Landing page
    Landing page //
    2022-03-12
  • Amazon ElastiCache Landing page
    Landing page //
    2023-04-28

RocksDB videos

How Online Backup works in MyRocks and RocksDB

More videos:

  • Review - RocksDB Meetup 2020 at Rockset
  • Review - TokuDB vs RocksDB

Amazon ElastiCache videos

Introduction to Amazon ElastiCache for Redis

More videos:

  • Review - AWS re:Invent 2019: Supercharge your real-time apps with Amazon ElastiCache (DAT208)

Category Popularity

0-100% (relative to RocksDB and Amazon ElastiCache)
Databases
33 33%
67% 67
NoSQL Databases
30 30%
70% 70
Key-Value Database
37 37%
63% 63
Graph Databases
33 33%
67% 67

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare RocksDB and Amazon ElastiCache

RocksDB Reviews

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Amazon ElastiCache Reviews

Comparing the new Redis6 multithreaded I/O to Elasticache & KeyDB
KeyDB was introduced nearly a year ago as a multithreaded fork of Redis with major performance gains. Soon after Amazon announced their enhanced io handling for Redis using Elasticache. Redis is now in the process of releasing their multithreaded io option in version 6.0. Unlike Redis6 and Elasticache, KeyDB multithreads several aspects including placing the event loop on...
Source: docs.keydb.dev

Social recommendations and mentions

Amazon ElastiCache might be a bit more popular than RocksDB. We know about 12 links to it since March 2021 and only 11 links to RocksDB. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

RocksDB mentions (11)

  • How to choose the right type of database
    RocksDB: A high-performance embedded database optimized for multi-core CPUs and fast storage like SSDs. Its use of a log-structured merge-tree (LSM tree) makes it suitable for applications requiring high throughput and efficient storage, such as streaming data processing. - Source: dev.to / 2 months ago
  • Fast persistent recoverable log and key-value store
    [RocksDB](https://rocksdb.org/) isn’t a distributed storage system, fwiw. It’s an embedded KV engine similar to LevelDB, LMDB, or really sqlite (though that’s full SQL, not just KV). - Source: Hacker News / 2 months ago
  • The Hallucinated Rows Incident
    To output the top 3 rocks, our engine has to first store all the rocks in some sorted way. To do this, we of course picked RocksDB, an embedded lexicographically sorted key-value store, which acts as the sorting operation's persistent state. In our RocksDB state, the diffs are keyed by the value of weight, and since RocksDB is sorted, our stored diffs are automatically sorted by their weight. - Source: dev.to / 6 months ago
  • In-memory vs. disk-based databases: Why do you need a larger than memory architecture?
    Memgraph uses RocksDB as a key-value store for extending the capabilities of the in-memory database. Not to go into too many details about RocksDB, but let’s just briefly mention that it is based on a data structure called Log-Structured Merge-Tree (LSMT) (instead of B-Trees, typically the default option in databases), which are saved on disk and because of the design come with a much smaller write amplification... - Source: dev.to / 8 months ago
  • Event streaming in .Net with Kafka
    Streamiz wrap a consumer, a producer, and execute the topology for each record consumed in the source topic. You can easily create stateless and stateful application. By default, each state store is a RocksDb state store persisted on disk. - Source: dev.to / over 1 year ago
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Amazon ElastiCache mentions (12)

  • Choosing the Right AWS Database: A Guide for Modern Applications
    Key-value databases are designed to store and retrieve data using simple key-value pairs, making them ideal for applications that require fast and simple data access. AWS offers a fully managed key-value database service called Amazon ElastiCache that supports popular key-value engines such as Redis and Memcached. - Source: dev.to / 7 months ago
  • How to Effectively Use Caching to Improve Microservices Performance
    Cloud-Based Caching Services: Evaluate the use of cloud-based caching services, such as Amazon ElastiCache or Redis Cloud, for managed caching solutions that offer scalability, resilience, and reduced maintenance overhead. - Source: dev.to / 8 months ago
  • AWS Beginner's Key Terminologies
    Amazon ElastiCache (database) Amazon ElastiCache is a web service that simplifies deploying, operating and scaling an in-memory cache in the cloud. The service improves the performance of web applications by providing information retrieval from fast, managed, in-memory caches, instead of relying entirely on slower disk-based databases. Https://aws.amazon.com/elasticache/. - Source: dev.to / over 1 year ago
  • Amazon DynamoDB Accelerator (DAX) vs ElastiCache : Which One to Use?
    Amazon DynamoDB Accelerator (DAX) and ElastiCache both are fully managed caching services from AWS. DAX is designed especially for DynamoDB on the other hand ElastiCache can cache anything including DynamoDB. Source: over 1 year ago
  • Serverless API Essentials - Idempotency
    Not to sound like a purist, but when I build serverless applications, I'd prefer for all of it to be serverless. Using Amazon Elasticache breaks that paradigm. That service has pay-per-hour pricing and doesn't quite have the flexibility I'm used to when working with serverless services. - Source: dev.to / over 1 year ago
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What are some alternatives?

When comparing RocksDB and Amazon ElastiCache, you can also consider the following products

Redis - Redis is an open source in-memory data structure project implementing a distributed, in-memory key-value database with optional durability.

Amazon DynamoDB - Amazon DynamoDB is a fully managed NoSQL database service offered by Amazon.

memcached - High-performance, distributed memory object caching system

MapDB - MapDB provides Java Maps, Sets, Lists, Queues and other collections backed by off-heap or on-disk storage. It is a hybrid between java collection framework and embedded database engine. It is free and open-source under Apache license.

MongoDB - MongoDB (from "humongous") is a scalable, high-performance NoSQL database.

SQLite - SQLite Home Page