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Article overview
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Revisionist Simulations: A New Approach to Proving Space Lower Bounds | Faith Ellen
; Rati Gelashvili
; Leqi Zhu
; | Date: |
7 Nov 2017 | Abstract: | Determining the space complexity of $x$-obstruction-free $k$-set agreement
for $xleq k$ is an open problem. In $x$-obstruction-free protocols, processes
are required to return in executions where at most $x$ processes take steps.
The best known upper bound on the number of registers needed to solve this
problem among $n>k$ processes is $n-k+x$ registers. No general lower bound
better than $2$ was known.
We prove that any $x$-obstruction-free protocol solving $k$-set agreement
among $n>k$ processes uses at least $lfloor(n-x)/(k+1-x)
floor+1$ registers.
Our main tool is a simulation that serves as a reduction from the impossibility
of deterministic wait-free $k$-set agreement: if a protocol uses fewer
registers, then it is possible for $k+1$ processes to simulate the protocol and
deterministically solve $k$-set agreement in a wait-free manner, which is
impossible. A critical component of the simulation is the ability of simulating
processes to revise the past of simulated processes. We introduce a new
augmented snapshot object, which facilitates this.
We also prove that any space lower bound on the number of registers used by
obstruction-free protocols applies to protocols that satisfy nondeterministic
solo termination. Hence, our lower bound of $lfloor(n-1)/k
floor+1$ for the
obstruction-free ($x=1$) case also holds for randomized wait-free free
protocols. In particular, this gives a tight lower bound of exactly $n$
registers for solving obstruction-free and randomized wait-free consensus.
Finally, our new techniques can be applied to get a space lower of $lfloor
n/2
floor+1$ for $epsilon$-approximate agreement, for sufficiently small
$epsilon$. It requires participating processes to return values within
$epsilon$ of each other. The best known upper bounds are
$lceillog(1/epsilon)
ceil$ and $n$, while no general lower bounds were
known. | Source: | arXiv, 1711.2455 | Services: | Forum | Review | PDF | Favorites |
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