Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: LazyPIM: Efficient Support for Cache Coherence in Processing-in-Memory
  Architectures   Processing-in-memory (PIM) architectures have seen an increase in popularity
recently, as the high internal bandwidth available within 3D-stacked memory
provides greater incentive to move some computation into the logic layer of the
memory. To maintain program correctness, the portions of a program that are
executed in memory must remain coherent with the portions of the program that
continue to execute within the processor. Unfortunately, PIM architectures
cannot use traditional approaches to cache coherence due to the high off-chip
traffic consumed by coherence messages, which, as we illustrate in this work,
can undo the benefits of PIM execution for many data-intensive applications. We
propose LazyPIM, a new hardware cache coherence mechanism designed specifically
for PIM. Prior approaches for coherence in PIM are ill-suited to applications
that share a large amount of data between the processor and the PIM logic.
LazyPIM uses a combination of speculative cache coherence and compressed
coherence signatures to greatly reduce the overhead of keeping PIM coherent
with the processor, even when a large amount of sharing exists.We find that
LazyPIM improves average performance across a range of data-intensive PIM
applications by 19.6%, reduces off-chip traffic by 30.9%, and reduces energy
consumption by 18.0%, over the best prior approaches to PIM coherence.

27
The categories of this paper are: comp-gas
3
The categories of this paper are: physics
31
The categories of this paper are: ao-sci
36
The categories of this paper are: cmp-lg
15
The categories of this paper are: nucl-ex
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The categories of this paper are: alg-geom
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The categories of this paper are: chao-dyn
26
The categories of this paper are: bayes-an
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The categories of this paper are: solv-int
0
The categories of this paper are: hep-ph
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The categories of this paper are: supr-con
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The categories of this paper are: math
4
The categories of this paper are: cond-mat
35
The categories of this paper are: mtrl-th
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The categories of this paper are: astro-ph
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The categories of this paper are: hep-ex