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Jiaqi Liu

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titleconferencedate
Context-aware Adaptive Surgery: A Fast and Effective Framework for Adaptative Model PartitionUbiComp 20212021-09-21
A retraining-free framework called CAS builds a Partition State Graph and runs a graph-based adaptive DNN surgery algorithm that starts from the last solution…
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Understanding Isolation Levels in the Kubernetes LandscapeKubeCon + CloudNativeCon Europe 20212021-05-04
Explains concrete isolation choices for multi-tenant Kubernetes: deploys one pod per user running Jupyter Notebooks with a persistent volume, uses hatchery to…
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Observability for Data Pipelines: Monitoring, Alerting & Tracing LineageGOTO Chicago 20202020-04-27
Argues that reliable pipeline operations depend on concrete practices: store immutable data, record data lineage by tagging records or using distributed…
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Building a Data Pipeline with Testing in MindPyCon 20182018-05-11
Concrete claim: build pipelines that are testable and monitorable using schemas, metadata, and dry runs. Tools used include protobufs for strict schemas…
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Fuzzy Search Algorithms How and When to Use ThemPyData DC 20162016-10-07
IPython notebook walks through concrete implementations: uses Jellyfish library for Soundex and Levenshtein, queries a local PostgreSQL instance with the…
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