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Adi Polak

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titleconferencedate
Navigating Streaming InfrastructureDataEngBytes Auckland 20242024-10-04
Compares concrete tradeoffs: Kafka as immutable, partitioned log with replicate three times for durability; producers serialize, consumers control…
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Panel Debate: Rise Of The Data EngineerBig Data LDN 20222022-09-21
Panel argues data engineering now means cleaning decades of technical debt and plumbing lots of varied sources into usable products, with hiring demand…
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CI/CD For Data – Building Data Development Environments With Open Source StacksBig Data LDN 20222022-09-21
Claims a git-like layer (lakeFS) over object stores that does zero-copy branching of S3/ADLS/GCS objects, hashes objects to detect changes, and uses…
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Rethinking scalable machine learning with Spark ecosystemScale By the Bay 20212021-10-28
Argues that an end-to-end ML pipeline runs inside the Apache Spark ecosystem by doing ETL, feature engineering and model training at scale, then bridging into…
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How Event Driven Autoscaling in Kubernetes Can Combat Climate ChangeKubeCon + CloudNativeCon North America 20212021-10-11
Shows that event driven autoscaling actually cuts cloud waste and carbon by scaling on message load using KEDA on AKS with Azure Service Bus (demo uses a .NET…
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