So:
Here's a quick, unstructured, randomized review of TinkerPop vs. the
AtomSpace.

* There are many similarities.  For example, both tinkerpop and the
atomspace have a key-value store per vertex/edge.  Tinkerpop edges have
valency-2 (one vertex at each end of the edge) and are untyped. Atomspace
edges have any valency and are typed. (an atomspace edge aka link, can have
two vertexes in it .. or 1 or 3 or 0 or 23... also, a link can contain
links. The atomspace stores hypergraphs.)

* Tinkerpop4, when it's available, will be hostable by "any" suitable
database platform.  The AtomSpace has already played in this area: an
unsuccessful hosting on memcachedb, a successful hosting on postgres, an
unsuccessful one on hypertable, an unsuccessful one on neo4j.  The failure
reasons are highly variable: memcachedb was too slow. The hypertable
developer fundamentally misunderstood the problem.  neo4j was too slow (had
too large a communications overhead).

* Both the atomspace and tinkerpop4 benefit from underlying DB technology:
Postgres is highly scalable, yay! Someday, Atomspace will have an Apache
Ignite backend, which is also highly scalable. Yay!

* Tinkerpop has a MUCH larger development community than the AtomSpace.
Which means that they've done stuff long ago that are still in planning
stages for us. For example, "the property graph model", which the Atomspace
needs but doesn't have (We have real customers for this: the AGI-BIO guys
want this!  No one is working on it!)  (So, for example, key-value pairs
are permission-based; AGI-bio wants to overload values, based on the
permissions that a given user has, so e.g. there is a read-only version of
genomic data, and multiple read-write layers on top of it, that different
researchers update. Someone needs to work on this!)

* The Gremlin traversal language is almost exactly like a an atomspace
pattern with a single clause. There is no concept of a multi-clause
traversal in Gremlin.

After this, the differences between the two compound and diverge.

* The Gremlin traversal language can be compiled to bytecode, and shipped
off to be executed remotely. Could we do something similar? Yeah, I guess.
But its never been the goal of the atomspace to be a generic wrapper on top
of existing OLAP/OLTP systems, so we've never given this much thought.

My biggest question/frustration:

How can we increase the user-base for the AtomSpace? It's kind of
frustrating that the adoption rate for the AtomSpace remains low, even as
graph databases become ever more popular.  It feels like we're getting left
in the dust, and yet, whenever I look around, it feels like we're two steps
ahead of everyone else. So I can't figure out if we're winning or loosing.
Increasing adoption would really really help...

-- Linas




On Fri, Nov 2, 2018 at 3:20 PM Amirouche Boubekki <
[email protected]> wrote:

> https://zenodo.org/record/1476234/files/forth-kind.pdf?download=1
>
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