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Merged
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Jul 8, 2020
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\linebreak replaced #30

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12 changes: 6 additions & 6 deletions docs/hive/hive_scaling.md
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Expand Up @@ -960,15 +960,15 @@ Scaling summary:
|---------------------------------|-------------------------------------------------|----------------|------------------|
| Louvain | $E/p : 2V$ | Okay | Hard |
| Graph SAGE | $\sim CF : \min(C, 2p) \cdot 4$ | Good | Easy |
| Random walk | Duplicated graph: infinity \linebreak Distributed graph: $1 : 24$ | Perfect \linebreak Very poor | Trivial \linebreak Easy |
| Random walk | Duplicated graph: infinity <br> Distributed graph: $1 : 24$ | Perfect <br> Very poor | Trivial <br> Easy |
| Graph search: Uniform | $1 : 24$ | Very poor | Easy |
| Graph search: Greedy | Straightforward: $d : 24$ \linebreak Pre-visit: $1:24$ | Poor \linebreak Very poor | Easy \linebreak Easy |
| Graph search: Stochastic greedy | Straightforward: $d : 24$ \linebreak Pre-visit: $\log(d) : 24$ | Poor \linebreak Very poor | Easy \linebreak Easy |
| Geolocation | Explicit movement: $25E/p : 4V$ \linebreak UVM or peer access: $25 : 1$ | Okay \linebreak Good | Easy \linebreak Easy |
| Graph search: Greedy | Straightforward: $d : 24$ <br> Pre-visit: $1:24$ | Poor <br> Very poor | Easy <br> Easy |
| Graph search: Stochastic greedy | Straightforward: $d : 24$ <br> Pre-visit: $\log(d) : 24$ | Poor <br> Very poor | Easy <br> Easy |
| Geolocation | Explicit movement: $25E/p : 4V$ <br> UVM or peer access: $25 : 1$ | Okay <br> Good | Easy <br> Easy |
| Vertex nomination | $E : 8V \cdot \min(d, p)$ | Okay | Easy |
| Scan statistics | Duplicated graph: infinity \linebreak Distributed graph: $\sim (d+a \cdot \log(d)):12$ | Perfect \linebreak Okay | Trivial \linebreak Easy |
| Scan statistics | Duplicated graph: infinity <br> Distributed graph: $\sim (d+a \cdot \log(d)):12$ | Perfect <br> Okay | Trivial <br> Easy |
| Sparse fused lasso | $\sim a:8$ | Less than okay | Hard |
| Graph projection | Duplicated graph : infinity \linebreak Distributed graph : $dE/p + E' : 6E'$ | Perfect \linebreak Okay | Easy \linebreak Easy |
| Graph projection | Duplicated graph : infinity <br> Distributed graph : $dE/p + E' : 6E'$ | Perfect <br> Okay | Easy <br> Easy |
| Local graph clustering | $(6 + d)/p : 4$ | Good | Easy |
| Seeded graph matching | | | |
| Application classification | | | |
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