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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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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
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to: oversee the efficient operation of all plant and equipment, ensuring optimal asset lifecycle management act as the central point of contact to Fire systems and services to best support academic and research