Federated analytics with aggregate release review
Keeps record-level data at sites and makes output disclosure review an explicit release gate. Original worked design example; adapt responsibilities, thresholds and assumptions to your system.
What this template contains
- Graph
- Directed
- Edges
- 10
- Source
- 24 lines
Make it your own.
digraph G {
graph [rankdir=LR, bgcolor="transparent", pad="0.3", nodesep="0.45", ranksep="0.8"];
node [shape=box, style="rounded,filled", fillcolor="#edf4fa", color="#47728d", fontname="Arial", fontsize=12, margin="0.14"];
edge [color="#64748b", fontname="Arial", fontsize=10];
query [label="Analysis request"];
review [label="Purpose review"];
coord [label="Query coordinator"];
siteA [label="Site A data enclave"];
siteB [label="Site B data enclave"];
agg [label="Aggregate combiner"];
disclose [label="Disclosure review"];
result [label="Released result"];
audit [label="Query audit"];
query -> review [label="requested variables"];
review -> coord [label="authorized plan"];
coord -> siteA [label="bounded query"];
coord -> siteB [label="bounded query"];
siteA -> agg [label="site aggregate"];
siteB -> agg [label="site aggregate"];
agg -> disclose [label="combined result"];
disclose -> result [label="approved release"];
disclose -> coord [label="revise output granularity"];
coord -> audit [label="plan and version"];
}