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In NeuroDistSys (NDS): Optimized Distributed Training and Inference on Large-Scale Distributed Systems, we aim to design and implement cutting-edge techniques to optimize the training and inference
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of Machine Learning as the problem of approximating function f from the pair of measurements (x,y), and Optimization as the problem of finding the value of input x that maximizes the output y given
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DNA or RNA motif discovery is a popular biological method to identify over-represented DNA or RNA sequences in next generation sequencing experiments. These motifs represent the binding site of transcription factors or RNA-binding proteins. DNA or RNA binding sites are often variable. However,...
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In this project we are interested in exploring new paradigms for solving Combinatorial Optimisation problems, and generally NP-hard ones. One direction of research could consist in using
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of the AAAI Conference on Artificial Intelligence (Vol. 26, No. 1, pp. 267-273). - Blau, T., Bonilla, E. V., Chades, I., & Dezfouli, A. (2022, June). Optimizing sequential experimental design with deep
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and sea-ice model in collaboration with project partners. Refine and optimize the coupled ACCESS-OM3-ISSM model for improved computational performance and numerical reliability. Collaborate
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Infrastructure as Code (AWS CloudFormation or Terraform). Familiarity with AWS CI/CD tools such as CodePipeline and CodeDeploy. Proficiency in monitoring and optimization using AWS CloudWatch and other tools, with
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role in optimizing our business outcomes. Your dedication to upholding quality standards and compliance will mitigate risks and ensure our campuses operate seamlessly. As a key contributor to strategic
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business priorities. This includes managing and planning data storage and backup systems to agreed service levels; creating, improving, and supporting the optimal utilisation of storage resources; ensuring
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. This role involves collaborating with educators and program leaders to ensure compliance with RMIT policies and TEQSA requirements while developing optimal pathways for students. Key responsibilities include