Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: An Empirical Characterization of Event Sourced Systems and Their Schema
  Evolution -- Lessons from Industry   Event sourced systems are increasing in popularity because they are reliable,
flexible, and scalable. In this article, we point a microscope at a software
architecture pattern that is rapidly gaining popularity in industry, but has
not received as much attention from the scientific community. We do so through
constructivist grounded theory, which proves a suitable qualitative method for
extracting architectural knowledge from practitioners. Based on the discussion
of 19 event sourced systems we explore the rationale for and the context of the
event sourcing pattern. A description of the pattern itself and its relation to
other patterns as discussed with practitioners is given. The description itself
is grounded in the experience of 25 engineers, making it a reliable source for
both new practitioners and scientists. We identify five challenges that
practitioners experience: event system evolution, the steep learning curve,
lack of available technology, rebuilding projections, and data privacy. For the
first challenge of event system evolution, we uncover five tactics and
solutions that support practitioners in their design choices when developing
evolving event sourced systems: versioned events, weak schema, upcasting,
in-place transformation, and copy-and-transform.

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The categories of this paper are: physics
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The categories of this paper are: gr-qc
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The categories of this paper are: solv-int
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The categories of this paper are: alg-geom
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The categories of this paper are: q-fin
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The categories of this paper are: acc-phys
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The categories of this paper are: econ
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The categories of this paper are: chao-dyn
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The categories of this paper are: funct-an
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The categories of this paper are: eess
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The categories of this paper are: nlin
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The categories of this paper are: cmp-lg
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The categories of this paper are: patt-sol
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The categories of this paper are: astro-ph
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The categories of this paper are: stat
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The categories of this paper are: dg-ga