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UCM 2026 Q4 RoadMap

Status: Open.

#1314 In ModelEngine-Group/unified-cache-management;

· ygwpz opened on Sep 1, 2026

[Feature]: Performance Optimization of the Multi-Rank Shared-Cache Load Path

feature request

performance

Status: Open.

#1265 In ModelEngine-Group/unified-cache-management;

· mag1c-h opened on Aug 21, 2026

Clarification on CacheStore buffer validation (-50000 too small buffer) for non-MLA models and the hard-coded 1024 floor

Status: Open.

#1261 In ModelEngine-Group/unified-cache-management;

· Potterluo opened on Aug 20, 2026

[Doc]: add new docs website

documentationImprovements or additions to documentationImprovements or additions to documentation

Status: Open.

#1258 In ModelEngine-Group/unified-cache-management;

· SuperMarioYL opened on Aug 20, 2026

[Draft][Feature]: UCM inference-sim tool (Toolkit sub-issue)

Status: Open.

#1225 In ModelEngine-Group/unified-cache-management;

· Potterluo opened on Aug 12, 2026

[RFC] Heterogeneous-Attention Cache Semantics: Block vs Snapshot + Role Binding (complement to #1207/#1210/#1212/#1213)

Status: Open.

#1223 In ModelEngine-Group/unified-cache-management;

· Potterluo opened on Aug 12, 2026

[Feature][ToolKit]: 前缀重复率统计工具（字符级/token级/block级）

Status: Open.

#1221 In ModelEngine-Group/unified-cache-management;

· Potterluo opened on Aug 12, 2026

[Feature][ToolKit]: KV hash-directory recovery tool (recreate shards without restart)

Status: Open.

#1220 In ModelEngine-Group/unified-cache-management;

· Potterluo opened on Aug 12, 2026

[Feature]: UCM kv-calculator tool (Toolkit sub-issue)

feature request

Status: Open.

#1217 In ModelEngine-Group/unified-cache-management;

· student-jhz opened on Aug 10, 2026

[Feature]: UCM metrics-view tool (Toolkit sub-issue)

feature request

Status: Open.

#1216 In ModelEngine-Group/unified-cache-management;

· student-jhz opened on Aug 10, 2026

[Draft][Feature]: UCM ttft-analyze tool (Toolkit sub-issue)

feature request

Status: Open.

#1215 In ModelEngine-Group/unified-cache-management;

· student-jhz opened on Aug 10, 2026

[Feature]: UCM bandwidth test tool (Toolkit sub-issue)

feature request

Status: Open.

#1214 In ModelEngine-Group/unified-cache-management;

· student-jhz opened on Aug 10, 2026