Search results

DISKANN 10M×1536-dim recall requires search_list=4000 to reach 95%, causing unacceptable latency and throughput

VectorDB TF

Status: Open.

#425 In mlcommons/storage;

· Raysmond opened on Jun 10, 2026

KVCache: eviction-driven tier I/O is excluded from latency P95 SLA checks (Storage/CPU write & read latencies never recorded in _demote_entry)

KVCache TF

Status: Open.

#421 In mlcommons/storage;

· jay-tau opened on Jun 9, 2026

[KVCache 3.0] Benchmark Script Recommendations

KVCache TF

Status: Open.

#413 In mlcommons/storage;

· dslik opened on Jun 8, 2026

Clarification on MLPerf Storage v3.0 KV Cache submission: are we required to run all three test scenarios or just one? And what is the primary performance metric?

KVCache TF

Status: Open.

#410 In mlcommons/storage;

· litianqi00315 opened on Jun 7, 2026

KVCache: tier_storage_kv_bytes_written_gb and tier_cpu_kv_bytes_written_gb always 0 when data reaches those tiers via eviction

KVCache TF

Status: Open.

#408 In mlcommons/storage;

· jay-tau opened on Jun 6, 2026

[KVCache 3.0] Abnormally high memory consumption

KVCache TF

Status: Open.

#405 In mlcommons/storage;

· dslik opened on Jun 4, 2026

Datagen to S3 fails using s3dlio

Status: Open.

#392 In mlcommons/storage;

· keithpij opened on May 26, 2026

Training hangs when using file system

Training

Status: Open.

#391 In mlcommons/storage;

· keithpij opened on May 26, 2026

[Training 3.0] Add interlock file to data directories

enhancementNew feature or requestNew feature or request

Training

Status: Open.

#390 In mlcommons/storage;

· dslik opened on May 26, 2026

Parquet data generation fails with LOCAL_FS storage type - forces s3:// URI

Status: Open.

#385 In mlcommons/storage;

· litianqi00315 opened on May 22, 2026

[Training v3.0 consolidation] Ensure the Parquet data generator delivers reasonable generation throughput

enhancementNew feature or requestNew feature or request

PASS Score Blocker

Training

Status: Open.

#358 In mlcommons/storage;

· wolfgang-desalvador opened on Apr 27, 2026

[Training v3.0 consolidation] Evaluate Parquet reader performance in FLUX to validate it can meet target throughput

enhancementNew feature or requestNew feature or request

PASS Score Blocker

Training

Status: Open.

#357 In mlcommons/storage;

· wolfgang-desalvador opened on Apr 27, 2026