Instead of Apache Hadoop HDFS

Apache Hadoop HDFS alternatives

Apache Hadoop HDFS is a free, open-source distributed file system for high-throughput access to large application datasets on commodity hardware. It scales to hundreds of nodes and tens of millions of files, replicates blocks when DataNodes fail, and supports transparent encryption. Batch processing and streaming are its focus, using write-once, read-many behavior with appends and truncates rather than arbitrary in-place updates. Applications can connect through Java, C, REST, browser, or NFS interfaces, with connectors for Google Cloud Storage, Amazon S3, Azure Blob Storage, and Azure Data Lake Storage.

1

HPCC Systems

Free plan Open source APIExtensionLinux+4

Enterprise data lakes and parallel big-data processing — HPCC Systems combines a data lake, ECL language, Thor processing, and Roxie querying, rather than HDFS file storage alone.

8.9 Free plan Visit site
2

Parseable

Free plan APILinuxSelf-hosted+2

Open observability for logs, metrics, and traces — Parseable provides observability dashboards, alerts, traces, AI analysis, and SQL or natural-language queries instead of a distributed file system.

7.1 Free plan · paid from $0.39 · 14-day trial Visit site
3

Apache Ozone

Free plan APILinuxSelf-hosted+1

Scalable object storage for lakehouse workloads — Apache Ozone is an object store with S3 and Hadoop-compatible interfaces, erasure coding, and capacity up to exabytes.

7.6 Open source Visit site
4

AWS Lake Formation

Free plan APIWeb

Centralized data permissions and sharing — AWS Lake Formation governs metadata, fine-grained permissions, sharing, and audit through AWS services rather than storing files.

7.3 Visit site
5

Tencent Cloud Application Performance Management

Free plan APILinuxSelf-hosted+1

Real-time application performance monitoring — Tencent Cloud APM traces requests across microservices and analyzes application bottlenecks instead of providing distributed dataset storage.

7.0 Free plan · 15-day trial Visit site
6

Cloudera Data Lake Service

Paid APIWeb

Governed enterprise data lakes across clouds — Cloudera Data Lake Service adds metadata governance, lineage, dynamic authorization, auditing, and encryption around platform workloads.

5.5 From $0.20 Visit site
7

HPE Ezmeral Data Fabric

Free plan APILinuxSelf-hosted+1

Unified multi-cloud and edge data access — HPE Ezmeral Data Fabric unifies files, objects, NoSQL databases, and streams across on-premises, cloud, and edge deployments.

7.3 Pricing on request Visit site
8

lakeFS

Free plan APISelf-hostedWeb

7.1 Free plan · pricing on request · 15-day trial Visit site
9

Unilake

Free plan APISelf-hostedWeb

6.5 Open source Visit site
10

Azure Table Storage

Free trial API

6.0 30-day trial Visit site
11

Oracle Big Data Service

Free trial APILinuxWeb

5.9 From $0.02 Visit site
12

Qubole

Free trial APIWeb

5.7 30-day trial Visit site
13

Tencent Cloud GooseFS

Paid APILinuxSelf-hosted+1

5.3 Visit site
14

Alibaba Cloud Data Lake Formation

Paid Web

4.6 Visit site
15

DataArts Lake Formation

Paid Web

4.4 Visit site
16

Baidu EasyDAP

Paid Web

4.3 Visit site
17

Huawei Cloud Data Lake Insight

Paid Web

4.1 Visit site
18

Tencent Cloud Data Lake Compute (DLC)

Paid Web

4.1 Visit site

Readers may seek alternatives for interactive queries, object storage, observability, centralized governance, managed cloud deployment, or broader data types. HDFS is self-hosted on Linux or Windows and needs Kerberos planning before production use. Compare workload, deployment, interfaces, security controls, integrations, and scaling model when switching. Consider whether you need another file system, a data-lake platform, an object store, a monitoring service, a governance layer, or a unified store for files, objects, databases, and streams. Also check how each option fits existing Hadoop and cloud environments.

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