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Vivek Kumar

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Performance Optimization in High-Volume Transaction SystemsConf42 Machine Learning 20262026-02-19
Shows an end-to-end ML pipeline that ingests telemetry (CPU, latency, request rate, thread usage) and uses LSTM, anomaly detection and regression models to…
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Fast ACS: Low-Latency File-Based Ordered Message Delivery at ScaleUSENIX ATC '252025-07-07
Fast ACS is a file-based ordered delivery system that combines file-based ordered delivery, memory caching (Clickmap L1) and Colossus L2, chunked files across…
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PyTorch Developer Conference 2019 | Full LivestreamPyTorch Developer Conference 20192019-10-08
Watch the full set of talks from the 2019 PyTorch Developer Conference. Deep dive on PyTorch 1.3 and new tools and libraries including PyTorch Mobile, CrypTen…
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PyTorch at Dolby LabsPyTorch Developer Conference 20192019-10-08
Dolby uses PyTorch to build audio-first models (patches get merged in days) and focuses on architectures designed for audio rather than spectrogram shortcuts…
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