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Editorial: Need for Artifact Verified Articles in ACM Transactions One of the complaints by many researchers in the field of design automation, and embedded sys- tems including myself, has been that the results in most papers are hard to reproduce. Often, we find papers with astounding performance numbers—speed, latency, power consumption, accuracy, and many other performance characteristics. Unfortunately, when one contacts the authors for the code, or the models, they are unavailable—because the graduate student working on it has gradu- ated by the time of publication and has not archived the artifacts properly, or because the system built has dependence on licensed software that may not be available to the one asking for the code, or may be the authors are unwilling to provide the artifacts. The result of this unavailability of research artifacts are multiple folds—when comparing new results against reported results in the literature, one must quote numbers from the papers that were obtained in very different circumstances, with different—possibility better—implementation of al- gorithms or worse implementations, or the dataset on which results were obtained are drastically of different characteristics, and so on. Thus, the comparison becomes between apples and oranges. In many cases, the authors may
ACM Transactions on Embedded Computing Systems (TECS) – Association for Computing Machinery
Published: Nov 19, 2018
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