HaCi
HaCi is an open-source alternative to Hadoop, providing distributed storage and processing of large data sets across clusters of computers. It aims to be simpler and more user-friendly than Hadoop while still being scalable and fault-tolerant.
hadoop
big-data
distributed-computing
open-source
HaCi: Open-Source Distributed Data Storage & Processing
An open-source alternative to Hadoop, offering simplified distributed data processing across clusters of computers while maintaining scalability and fault-tolerance.
What is HaCi?
HaCi is an open-source distributed computing framework for storing and processing large datasets across clusters of commodity hardware. It provides a simpler, more approachable alternative to Apache Hadoop while still delivering scalability, fault tolerance, and efficiency.
Like Hadoop, HaCi manages distributed file systems and schedules/monitors distributed computations across nodes in a cluster. However, HaCi uses a master-worker architecture rather than Hadoop's master-slave paradigm. It also streamlines MapReduce through an integrated API rather than a separate library.
Key features of HaCi include:
- Distributed HDFS-compatible file system
- Integrated MapReduce implementation
- Support for running distributed computations without MapReduce
- Web-based UI for managing clusters and monitoring jobs
- Failover and replication for fault tolerance
- Scales linearly to thousands of nodes
HaCi aims to provide an easy-to-use platform for working with big data. Its simplified abstractions and integrated components reduce the learning curve for those new to distributed computing. Meanwhile, developers still get access to low-level control when needed. The project is written in Java and under active open source development.
HaCi Features
Features
- Distributed storage and processing of large data sets
- Runs on commodity hardware
- Fault tolerance through data replication
- Simpler architecture than Hadoop
- Web UI for cluster monitoring and job management
Pricing
- Open Source
Pros
Easier to install and manage than Hadoop
Good performance for many use cases
Active open source community
Compatible with Hadoop APIs
Lower hardware requirements than Hadoop
Cons
Less scalable than Hadoop for very large clusters
Smaller ecosystem of supporting tools
Still requires expertise to tune and optimize
Not as widely used as Hadoop
Official Links
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