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trace_name
large_string
trace_family
large_string
dataset_source
large_string
capacity
int64
horizon
int64
decision_id
large_string
decision_t
int64
decision_chunk_id
int64
candidate_page_id
large_string
split
large_string
y_loss
int64
y_value
int64
request_bucket
int64
request_confidence
float64
candidate_bucket
int64
candidate_confidence
float64
candidate_recency_rank
int64
candidate_age_norm
float64
candidate_predictor_score
float64
candidate_lru_score
float64
candidate_is_predictor_victim
int64
candidate_is_lru_victim
int64
score_gap_to_predictor_best
float64
score_gap_to_lru_victim
float64
bucket_gap_to_predictor_best
int64
bucket_gap_to_lru_victim
int64
confidence_gap_to_predictor_best
float64
confidence_gap_to_lru_victim
float64
cache_bucket_mean
float64
cache_bucket_std
float64
cache_bucket_min
int64
cache_bucket_max
int64
cache_unique_bucket_count
int64
cache_confidence_mean
float64
cache_confidence_std
float64
predictor_lru_disagree
int64
recent_candidate_request_rate
float64
recent_candidate_hit_rate
float64
synthetic_trace
synthetic
synthetic
3
4
d1
10
0
A
train
1
-1
4
0.9
3
0.8
0
0
0.9
0.1
1
1
0
0
0
0
0
0
2
0.8
1
3
3
0.7
0.1
0
0.4
0.3
synthetic_trace
synthetic
synthetic
3
4
d1
10
0
B
train
3
-3
4
0.9
2
0.7
1
0.5
0.6
0.5
0
0
-0.3
0.4
-1
1
-0.1
0.1
2
0.8
1
3
3
0.7
0.1
0
0.2
0.1
synthetic_trace
synthetic
synthetic
3
4
d1
10
0
C
train
1
-1
4
0.9
1
0.6
2
1
0.3
0.9
0
0
-0.6
0.8
-2
2
-0.2
0.2
2
0.8
1
3
3
0.7
0.1
0
0.1
0

LAFC-Evict Synthetic Workflow Sample v0.1

This is a fully synthetic publication-workflow test artifact, not the canonical LAFC-Evict scientific dataset. It was built from a tiny example input to test packaging, validation, Parquet loading, and derived-view generation. It must not be used for scientific benchmarking or treated as a research contribution.

The canonical research dataset is SoroushVahidi/lafc-evict.

  • Dataset name: lafc-evict-sample
  • Version: 0.1
  • Release type: synthetic_sample
  • Pairwise ties included: no

This is a synthetic sample release for testing the publication workflow. It is not suitable for scientific benchmarking and is not a substitute for the canonical LAFC-Evict dataset.

This sample release contains synthetic rows only and does not include raw traces or external trace-derived data.

Test-only derived views

  • data/decision_view/decision_view.parquet is a small workflow-test view with one row per synthetic decision and aggregate outcome fields.
  • data/pairwise_view/pairwise_view.parquet is a small workflow-test view with synthetic candidate pairs and pairwise labels.

These files are retained as packaging-test outputs and are not separate scientific configurations.

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