“Performance Characterization of a Quad Pentium Pro SMP Using OLTP Workloads” Adrian The reviewer summarizes the important ideas and findings of this paper. In this paper real hardware is used for the experiments. The reviewer points out the benefits and the limitations of the experimental setup. Maybe the concern expressed in W3 is too technical. However, for completeness it could have been included in the paper. Cansu The reviewer explains the behavior of TPC-C workload and summarizes the important ideas and findings of this paper. The reviewer emphasizes the contributions of the paper for the architectural community. I agree with this point because this is one of the first papers that reported results about the behavior of the commercial workloads. W2 is indeed a weak point of the paper. Addressing it, would improve the results. Especially, because only up to 4 processors are used for the scalability experiments. Danica The strong points section is well-written and covers all the important contributions of this paper. The reviewer suggests that it would be interesting to see the same study using the DSS workload. Indeed this would make the paper even more interesting. As far as W2 is concerned, it would be helpful if the reviewer could give more details. Djordje S1 is maybe the most important contribution of this paper. This is that commercial workloads and SPEC have different characteristics. This observation changed the way computer architects build processors. Farhan In S2 the reviewer makes the important point that in every experiment only one parameter is varied while the rest are kept constant. This methodology should be used for every experimental setup in order to clearly show the benefits of each technique individually. The reviewer also suggests that the authors could evaluate the DSS workload to enhance their study. Ioannis In S2 the reviewer states that the experimental results presented include both the Operating System and the Database CPI. Therefore the results represent the overall performance of the system in contrast to [1] that does not simulate the Operating System. As possible improvements the reviewer proposes a study about the DSS workload. The reviewer considers as negative the fact that the authors do not propose techniques to improve the performance of OLTP. Manos The reviewer focuses on the branch predictor’s behavior and memory bus utilization as the main strong point of the paper. W1 makes the case that graphs are not easy to understand. Improving the graphs quality would improve the paper layout in general. Mutaz The reviewer expresses positive opinion about the methodology and the presentation of the material. This is true for a seminal paper like this. Among the negative points the reviewer lists the fact that only a few cache sizes has been used for the experiments. This is a limitation of the experimental methodology. Indeed it would be interesting to see results for more cache sizes or even back-of-the-envelope calculations. Onur S1 is probably one of the most interesting results reported in the paper. This is that “The time spend on data misses is high for OLTP, ~ 50-70%”. W2 and W3 are interesting points that would enhance the paper if addressed. So, it would be interesting to (i) evaluate hardware platforms having different characteristics (ii) study DSS as well. Pejman S1 and S2 summarize the most important contributions of this paper. Furthermore, the reviewer makes the observation that the evaluation is limited to the hardware platform used. Indeed it would be interesting to see results for hardware platforms having different characteristics. Pinar The strong points section is well-written and covers all the important contributions of this paper. As far as W1 is concerned, it would be helpful if the reviewer could provide more comments. The reviewer also makes the point that the size of the database is important for the memory hierarchy related problems. Renata The reviewer focuses on the fact that the authors have considered only the Informix database. Indeed it would be interesting to consider other database management systems and present result about them. The strong comments section summarizes the contributions of the paper. Stavros S2 is an important observation that drove the design of processors targeted for the server market. I agree with W2 that a simulation environment would allow the authors to further explore the design space. This is the limitation of using real hardware instead of simulation environment. References [1] P. Ranganathan, K. Gharachorloo, S. V. Adve, and L. A. Barroso. Performance of Database Workloads on Shared-memory Systems with Out-of-order Processors, ASPLOS, 1998.
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