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Online Resource Management for Carbon-Neutral Cloud Computing.

, , , and . Handbook on Data Centers, Springer, (2015)

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Workload analysis and caching strategies for search advertising systems., , , , and . SoCC, page 170-180. ACM, (2017)Prediction and Predictability for Search Query Acceleration., , , , and . TWEB, 10 (3): 19:1-19:28 (2016)Position Paper: Embracing Heterogeneity - Improving Energy Efficiency for Interactive Services on Heterogeneous Data Center Hardware., and . AI for Data Center Management and Cloud Computing, volume WS-11-08 of AAAI Technical Report, AAAI, (2011)DeepSpeed Data Efficiency: Improving Deep Learning Model Quality and Training Efficiency via Efficient Data Sampling and Routing., , , , , , and . AAAI, page 18490-18498. AAAI Press, (2024)1-bit Adam: Communication Efficient Large-Scale Training with Adam's Convergence Speed., , , , , , , , and . ICML, volume 139 of Proceedings of Machine Learning Research, page 10118-10129. PMLR, (2021)Measuring and Managing Answer Quality for Online Data-Intensive Services., , , , , and . ICAC, page 167-176. IEEE Computer Society, (2015)Speed Scaling for Energy and Performance with Instantaneous Parallelism., , and . TAPAS, volume 6595 of Lecture Notes in Computer Science, page 240-251. Springer, (2011)Accelerating Large Scale Deep Learning Inference through DeepCPU at Microsoft., , , , , , , , and . OpML, page 5-7. USENIX Association, (2019)BATS: budget-constrained autoscaling for cloud performance optimization., , and . SIGMETRICS, page 563-564. ACM, (2014)G-SPARQL: a hybrid engine for querying large attributed graphs., , and . CIKM, page 335-344. ACM, (2012)