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Apache Iceberg vs ManageEngine Log360
A side-by-side editorial comparison of Apache Iceberg and ManageEngine Log360 — release velocity, themes, recent moves, and the top alternatives to consider.
Apache Iceberg vs ManageEngine Log360: at a glance
What is Apache Iceberg?
Iceberg 1.12 drops Spark 3.4 and starts laying groundwork for the v4 table spec.
Apache Iceberg maintains several minor lines at once, and most visible work is backports and dependency updates. 1.12.0 on September 30 is broader: it removes Spark 3.4 support, adds V4 groundwork such as relative paths in the spec and Parquet or Avro manifests, adds a REST unregister-table endpoint and content stats in the spec, and writes shredded Variant from Flink. Kafka Connect now reports commit failures instead of swallowing them.
What is ManageEngine Log360?
Log360's September build fixes the migration to the unified console.
ManageEngine Log360 is consolidating its components into Unified Log360, with a PPM in June that lets standalone deployments migrate. Builds since then mix security fixes, including an unauthenticated collector registration bypass and an authentication bypass in August, with marketplace extensions for CrowdStrike, Okta and Bitdefender. Build 13073 in September is a set of hotfixes for migration problems: failed dashboard migrations, IAM errors after login, and notification settings not saving.
Apache Iceberg vs ManageEngine Log360: editorial side-by-side
Apache Iceberg
0.0ANALYTICS
Iceberg 1.12 drops Spark 3.4 and starts laying groundwork for the v4 table spec.
◆ Current state
Apache Iceberg maintains several minor lines at once, and most visible work is backports and dependency updates. 1.12.0 on September 30 is broader: it removes Spark 3.4 support, adds V4 groundwork such as relative paths in the spec and Parquet or Avro manifests, adds a REST unregister-table endpoint and content stats in the spec, and writes shredded Variant from Flink. Kafka Connect now reports commit failures instead of swallowing them.
◆ Where it's heading
The project is moving from maintenance-only releases back to spec work, with V4 pieces landing in stages. Older engine versions are being dropped as that happens.
◆ Prediction
Expect more V4 spec and core pieces in 1.13 and patch releases on 1.11 and 1.12; a V4 release date is not visible in the entries.
ManageEngine Log360
0.0ANALYTICS
Log360's September build fixes the migration to the unified console.
◆ Current state
ManageEngine Log360 is consolidating its components into Unified Log360, with a PPM in June that lets standalone deployments migrate. Builds since then mix security fixes, including an unauthenticated collector registration bypass and an authentication bypass in August, with marketplace extensions for CrowdStrike, Okta and Bitdefender. Build 13073 in September is a set of hotfixes for migration problems: failed dashboard migrations, IAM errors after login, and notification settings not saving.
◆ Where it's heading
The migration to the unified architecture is generating its own stream of fixes, while security patches continue at a monthly pace. Integrations are moving into marketplace extensions rather than core builds.
◆ Prediction
More hotfix builds for the unified migration are likely; no new build has appeared in the feed since mid-September.
Alternatives to Apache Iceberg and ManageEngine Log360
Other Analytics products tracked by Sparkpulse, ranked by recent ship velocity. Each card links to a full editorial trajectory and lets you pivot into a head-to-head comparison with either Apache Iceberg or ManageEngine Log360.
Deepnote
Deepnote's agent now runs from first prompt to finished notebook without handoffs.
Apache Storm
Storm 3.1 adds an Iceberg sink and closes a long list of security gaps in Nimbus and the UI.
Apache HertzBeat
HertzBeat's 1.9.0 is on its second release candidate, and the feed still skips 1.8.0.
OpenPanel
OpenPanel moves from 3.18 to 3.20 in two days, still without a word of release notes.
Apache TsFile
TsFile 2.5 adds Go to its Java, C++ and Python implementations.
See all Apache Iceberg alternatives → · See all ManageEngine Log360 alternatives →
Recent activity from Apache Iceberg and ManageEngine Log360
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1mo agoApache IcebergIceberg 1.12.0: Spark 3.4 dropped, first V4 spec pieces
- 1mo agoManageEngine Log360Build 13073: fixes for Unified Log360 migration issues
- 2mo agoManageEngine Log360Two auth-bypass CVEs patched; PostgreSQL and Tomcat bumped
- 2mo agoManageEngine Log360CrowdStrike, Okta and Bitdefender ship as marketplace extensions
- 3mo agoManageEngine Log360Applying multiple service packs in one pass no longer fails
- 3mo agoManageEngine Log360Three CVEs closed, including two authenticated RCE paths
- 4mo agoManageEngine Log360Standalone Log360 can now migrate to the Unified Log360 architecture ⚡
- 5mo agoApache Iceberg1.11.0 opens a new line on Spark 4.0.1
- 5mo agoApache IcebergBackport release fixes delete ordering and a compression CVE
- 10mo agoApache IcebergNullability and REST catalog validation fixes
- 1y agoApache IcebergFlink 2.0 support and Variant type reaches Parquet
- 1y agoApache IcebergStop retrying object-store 502 and 504 responses
Frequently asked questions
What is the difference between Apache Iceberg and ManageEngine Log360?
They serve adjacent needs but don't currently overlap on shipped themes. Apache Iceberg and ManageEngine Log360 are shipping at a similar cadence (velocity 0.0 vs 0.0, both within Sparkpulse's "active" band). See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is Apache Iceberg better than ManageEngine Log360?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Apache Iceberg and ManageEngine Log360 are shipping at a similar cadence (velocity 0.0 vs 0.0, both within Sparkpulse's "active" band). For your specific use case, the alternatives sections above list other Analytics products to evaluate alongside.
What are the best alternatives to Apache Iceberg?
Top Apache Iceberg alternatives in Analytics are ranked by recent ship velocity. Browse the "Apache Iceberg alternatives" section above for the current picks, or visit /alternatives/apache-iceberg for the full list with editorial commentary on each.
What are the best alternatives to ManageEngine Log360?
Top ManageEngine Log360 alternatives in Analytics are ranked by recent ship velocity. Browse the "ManageEngine Log360 alternatives" section above for the current picks, or visit /alternatives/manageengine-log360 for the full list with editorial commentary on each.