Created
July 1, 2012 05:42
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-module(spsp). | |
-export([sum/0, average/0, add_peers/2]). | |
-record(node, { | |
value, | |
weight, | |
peers = [] | |
}). | |
sum() -> | |
Pid0 = create({10, 1}), | |
Pid1 = create({10, 0}), | |
Pid2 = create({10, 0}), | |
add_peers(Pid0, [Pid1, Pid2]), | |
add_peers(Pid1, [Pid0, Pid2]), | |
add_peers(Pid2, [Pid0, Pid1]), | |
start([Pid0, Pid1, Pid2]). | |
average() -> | |
Pid0 = create({10, 1}), | |
Pid1 = create({10, 1}), | |
Pid2 = create({10, 1}), | |
add_peers(Pid0, [Pid1, Pid2]), | |
add_peers(Pid1, [Pid0, Pid2]), | |
add_peers(Pid2, [Pid0, Pid1]), | |
start([Pid0, Pid1, Pid2]). | |
create({Value, Weight}) -> | |
spawn_link(fun() -> loop(1, #node{value=Value, weight=Weight}) end). | |
add_peers(_, []) -> | |
ok; | |
add_peers(Pid, [H|T]) -> | |
Pid ! {add, H}, | |
add_peers(Pid, T). | |
start(Pids) -> | |
lists:map(fun(N) -> N ! tick end, Pids). | |
loop(Cycle, #node{value=Value, weight=Weight} = State) -> | |
receive | |
{push, From, {V0, W0}} -> | |
V1 = Value/2, | |
W1 = Weight/2, | |
From ! {symmetric_push, self(), {V1, W1}}, | |
V2 = V0 + V1, | |
W2 = W0 + W1, | |
loop(Cycle, State#node{weight=W2, value=V2}); | |
{symmetric_push, _From, {V0, W0}} -> | |
V1 = V0 + Value, | |
W1 = W0 + Weight, | |
io:format("~p : v = ~p, w = ~p (~p) ~p~n", [self(), V1, W1, ((1/W1)*V1), Cycle]), | |
loop(Cycle + 1, State#node{weight=W1, value=V1}); | |
{add, Node} -> | |
loop(Cycle, State#node{peers=[Node | State#node.peers]}); | |
tick -> | |
timer:send_after(1000, tick), | |
{V, W} = lists:foldl( | |
fun(Neighbour, {V0, W0}) -> | |
V1 = V0/2, | |
W1 = W0/2, | |
Neighbour ! {push, self(), {V1, W1}}, | |
{V1, W1} | |
end, | |
{Value, Weight}, | |
State#node.peers | |
), | |
loop(Cycle, State#node{value=V, weight=W}); | |
stop -> | |
io:format("~p: w = ~p, v = ~p~n", [self(), Weight, Value]), | |
State | |
end. |
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Symmetric Push-Sum Protocol
http://rramsden.ca/blog/2012/06/27/gossiping-in-distributed-systems-part-ii/