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Development Roadmap(July/Aug/Sep)

Status: Open.

#462 In NVIDIA/recsys-examples;

· shijieliu opened on Aug 10, 2026

[FEA] Optimize online request scheduling for HSTU inference

Status: Open.

#461 In NVIDIA/recsys-examples;

· shijieliu opened on Aug 10, 2026

[FEA] Add an online serving benchmark for HSTU inference

Status: Open.

#460 In NVIDIA/recsys-examples;

· shijieliu opened on Aug 10, 2026

·  

26.08

[FEA] Resolve key-to-index mapping in DynamicEmb row-wise input_dist

Status: Open.

#459 In NVIDIA/recsys-examples;

· shijieliu opened on Aug 10, 2026

[FEA] Add FP8 KV-cache support for HSTU inference

Status: Open.

#457 In NVIDIA/recsys-examples;

· shijieliu opened on Aug 10, 2026

·  

26.08

[FEA] Support transformer backbone in HSTU inference

Status: Open.

#456 In NVIDIA/recsys-examples;

· shijieliu opened on Aug 10, 2026

·  

26.08

[FEA] Support target-aware masks in FA

Status: Open.

#455 In NVIDIA/recsys-examples;

· shijieliu opened on Aug 10, 2026

·  

26.08

[FEA] Replay ordered incremental DynamicEmb checkpoints

Status: Open.

#454 In NVIDIA/recsys-examples;

· shijieliu opened on Aug 10, 2026

[FEA][Dynamicemb] Support DRAM as an internal storage tier and PS as an external Parameter Store tier

Status: Open.

#453 In NVIDIA/recsys-examples;

· shijieliu opened on Aug 10, 2026

[FEA] Add Rubin support for HSTU training

Status: Open.

#452 In NVIDIA/recsys-examples;

· shijieliu opened on Aug 10, 2026

·  

26.08

[FEA] Add a FlexKV + Triton Server E2E example for HSTU inference

Status: Open.

#451 In NVIDIA/recsys-examples;

· shijieliu opened on Aug 10, 2026

·  

26.07

[FEA] retain-evicted-keys that captures every key evicted from the last-tier embedding storage in Dynamicemb

Status: Open.

#450 In NVIDIA/recsys-examples;

· shijieliu opened on Aug 10, 2026

·  

26.07