ScaleStore VS Aerospike

Compare ScaleStore vs Aerospike and see what are their differences.

ScaleStore

This is the source code for our (Tobias Ziegler, Carsten Binnig and Viktor Leis) published paper at SIGMOD’22: ScaleStore: A Fast and Cost-Efficient Storage Engine using DRAM, NVMe, and RDMA. (by DataManagementLab)

Aerospike

Aerospike Database Server – flash-optimized, in-memory, nosql database (by aerospike)
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ScaleStore Aerospike
2 16
108 972
3.7% 1.6%
3.4 8.7
3 months ago 4 days ago
C++ C
MIT License GNU General Public License v3.0 or later
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

ScaleStore

Posts with mentions or reviews of ScaleStore. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-10-16.
  • Ask HN: Why are there no open source NVMe-native key value stores in 2023?
    12 projects | news.ycombinator.com | 16 Oct 2023
    I don't remember exactly why I have any of them saved, but these are some experimental data stores that seems to be fitting what you're looking for somewhat:

    - https://github.com/DataManagementLab/ScaleStore - "A Fast and Cost-Efficient Storage Engine using DRAM, NVMe, and RDMA"

    - https://github.com/unum-cloud/udisk - "The fastest ACID-transactional persisted Key-Value store designed for NVMe block-devices with GPU-acceleration and SPDK to bypass the Linux kernel."

    - https://github.com/capsuleman/ssd-nvme-database - "Columnar database on SSD NVMe"

  • The end of a myth: Distributed transactions can scale
    1 project | news.ycombinator.com | 10 Apr 2023
    The linked blog post at the top of this article - https://muratbuffalo.blogspot.com/2023/01/is-scalable-oltp-i... - provides graphics that give extremely useful context. And here's the repo for the paper that discusses: https://github.com/DataManagementLab/ScaleStore

    The idea that one of many writer-compute-nodes can literally reach into a memory buffer that is shared across machines, atomically flip some lock bits and propagate some cache-coherence messages, and use that to build a multi-writer distributed database without needing to partition (and where any writer-compute-node can handle any message, so you can just round-robin a firehose of messages at them)... and that there's a chance (though not yet implemented) that one could implement ACID on top of this? It's absolute madness, and wildly exciting.

Aerospike

Posts with mentions or reviews of Aerospike. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-05-01.
  • System Design: Databases and DBMS
    12 projects | dev.to | 1 May 2024
  • Ask HN: Why are there no open source NVMe-native key value stores in 2023?
    12 projects | news.ycombinator.com | 16 Oct 2023
  • Aerospike Driver for LINQPad
    1 project | /r/csharp | 24 Apr 2023
    Aerospike for LINQPad 7 is a data context dynamic driver for interactively querying and updating an Aerospike database using “LINQPad”. The driver is free. For more information go to this blog post. You can directly download the driver from the LINQPad NuGet manager.
  • Using In-Memory Databases in Data Science
    2 projects | dev.to | 16 Jan 2023
    Aerospike is a real-time cloud structured platform with good performance capabilities. This IMDB platform allows enterprises to perform their operations in real time through the hybrid memory and parallelism model.
  • System Design: Caching, Content Delivery Networks (CDN) & Proxies.
    3 projects | dev.to | 6 Jan 2023
  • Block and Filesystem side-by-side with K8s and Aerospike
    3 projects | dev.to | 30 Nov 2022
    Block storage stores a sequence of bytes in a fixed size block (page) on a storage device. Each block has a unique hash that references the address location of the specified block. Unlike a filesystem, block storage doesn't have the associated metadata such as format-type, owner, date, etc. Also, block storage doesn’t use the conventional storage paths to access data like a filesystem file. This reduction in overhead contributes to improved overall access speeds when using raw block devices. The ability to store bytes in blocks allows applications the flexibility to decide how these blocks are accessed and managed, making block storage an ideal choice for low latency databases such as Aerospike. From a developer's perspective, a block device is simply a large array of bytes, usually with some minimum granularity for reads and writes. In Aerospike this granularity is configured and referred to as the write-block-size. The Aerospike Kubernetes Operator uses the storage infrastructure software inside of Kubernetes and the need for data platforms to use raw block storage becomes ever more important.
  • Aerospike & IoT using MQTT
    4 projects | dev.to | 11 Nov 2022
    This example shows how the Aerospike database can be easily and scalably used to store industrial time series data made available by the MQTT ecosystem. Aerospike plus its Community Time Series Client streamlines the storage and retrieval of the data, supporting the ability to both write and read millions of data points per second if required.
  • Building Large-Scale Real-Time JSON Applications
    3 projects | dev.to | 13 Sep 2022
    Real-time large-scale JSON applications need reliably fast access to data, high ingest rates, powerful queries, rich document functionality, scalability with no practical limit, always-on operation, and integration with streaming and analytical platforms. They need all this at low cost. The Aerospike Real-time Data Platform provides all this functionality, making it a good choice for building such applications. The Collection Data Types (CDTs) in Aerospike provide powerful support for modeling, organizing, and querying a large JSON document store. Visit the tutorials and code sandbox on the Developer Hub to explore the capabilities of the platform, and play with the Document API and query capabilities for JSON.
  • System Design: NoSQL databases
    2 projects | dev.to | 6 Sep 2022
  • System Design: Caching
    2 projects | dev.to | 2 Sep 2022

What are some alternatives?

When comparing ScaleStore and Aerospike you can also consider the following projects:

solid_cache - A database-backed ActiveSupport::Cache::Store

dragonfly - A modern replacement for Redis and Memcached

ssd-nvme-database - Columnar database on SSD NVMe

Redis - Redis is an in-memory database that persists on disk. The data model is key-value, but many different kind of values are supported: Strings, Lists, Sets, Sorted Sets, Hashes, Streams, HyperLogLogs, Bitmaps.

KVRocks - RocksDB compatible key value store and MyRocks compatible storage engine designed for KV SSD

yugabyte-db - YugabyteDB - the cloud native distributed SQL database for mission-critical applications.

Olric - Distributed in-memory object store. It can be used as an embedded Go library and a language-independent service.

ClickHouse - ClickHouse® is a free analytics DBMS for big data

uNVMe - KV and LBA SSD userspace NVMe driver

neon - Neon: Serverless Postgres. We separated storage and compute to offer autoscaling, branching, and bottomless storage.

KVSSD - KV SSD host software including APIs and drivers

ydb - YDB is an open source Distributed SQL Database that combines high availability and scalability with strong consistency and ACID transactions