Projects in IIT
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Developed a Multi-player Multi-level Game.
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Developed a Web based Online Location and Travel Facilitation System.
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Developed a Simple Natural Language interpreter.
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Face Recognition using PCA.
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Simulated SQL injection attack and surveyed on Web security.
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Fault Tolerance in Target detection using data fusion technique.
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Developed a Light Weight Time Synchronization Protocol in a SunSPOT network.
B.Tech Project
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A user submitted job is characterised by Before Execution properties(BE data) and After Execution properties(AE data).
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BE data are input size, cyclomatic complexity, number of functions, loops etc. AE data are execution time, processor time, memory space etc. We store BE and AE data of several submitted jobs in MySQL database.
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When a user submits a job, we extract the BE data of it, using which we use metric based clone detection algorithm to match to which of the previously submitted jobs, it is similar.
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Then, we fetch the AE data of those similar tasks and apply linear or multiple regression to predict the AE data of the newly submitted job.
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This technique can be applied in a job scheduling algorithm in a distributed system.