# Lists - [Wavelet: Efficient DNN Training with Tick-Tock Scheduling](https://sliu583.gitbook.io/blog/specific-work/shivarams-group/group-papers/lists/wavelet-efficient-dnn-training-with-tick-tock-scheduling.md): https://mlsys.org/virtual/2021/oral/1586 - [GPU Lifetimes on Titan Supercomputer: Survival Analysis and Reliability](https://sliu583.gitbook.io/blog/specific-work/shivarams-group/group-papers/lists/gpu-lifetimes-on-titan-supercomputer-survival-analysis-and-reliability.md): https://dl.acm.org/doi/abs/10.5555/3433701.3433755 - [ZeRO-Infinity and DeepSpeed: Unlocking unprecedented model scale for deep learning training](https://sliu583.gitbook.io/blog/specific-work/shivarams-group/group-papers/lists/zero-infinity-and-deepspeed-unlocking-unprecedented-model-scale-for-deep-learning-training.md): https://www.microsoft.com/en-us/research/blog/zero-infinity-and-deepspeed-unlocking-unprecedented-model-scale-for-deep-learning-training/ - [ZeRO-Infinity: Breaking the GPU Memory Wall for Extreme Scale Deep Learning](https://sliu583.gitbook.io/blog/specific-work/shivarams-group/group-papers/lists/zero-infinity-breaking-the-gpu-memory-wall-for-extreme-scale-deep-learning.md): https://arxiv.org/pdf/2104.07857.pdf - [KungFu: Making Training inDistributed Machine Learning Adaptive](https://sliu583.gitbook.io/blog/specific-work/shivarams-group/group-papers/lists/kungfu-making-training-indistributed-machine-learning-adaptive.md): https://www.usenix.org/system/files/osdi20-mai.pdf --- # Agent Instructions: Querying This Documentation If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question. Perform an HTTP GET request on the current page URL with the `ask` query parameter: ``` GET https://sliu583.gitbook.io/blog/specific-work/shivarams-group/group-papers/lists.md?ask= ``` The question should be specific, self-contained, and written in natural language. The response will contain a direct answer to the question and relevant excerpts and sources from the documentation. Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.