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Roksolana Diachuk

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titleconferencedate
Productionizing Big Data - Stories from the TrenchesScala Days 2023 Madrid2023-09-12
Company runs ~60 team workloads and hundreds of jobs on Scala with Spark, Flink, HDFS/Parquet, Impala, S3 and GCS and migrates to Databricks. Real incidents: a…
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Scala in UkraineScalaCon 20222022-10-04
History of a resilient engineering community that builds a conference and meetups, moves online, then pauses because of war: Scala UA (2016–2019) organizes…
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Scala meets KubernetesBuild Stuff 20212021-11-17
Shows concrete ways to create and manage Pods, ReplicaSets, Deployments and CRDs from Scala using three approaches: the plain Java Kubernetes client…
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Alice and Mad Hatter....Scale By the Bay 20212021-10-28
Built a Scala Spark pipeline that turns raw records into cached RDD vectors, applies RDD vector normalization (mean/stddev), trains KMeans (rerunning to avoid…
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intro videoScale By the Bay 20212021-10-28
Announcement for a co-presentation that demonstrates how big data engineers and data scientists divide work to build a working machine learning pipeline, from…
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Alice in the world of machine learningData Con LA 20212021-09-17
Builds a Kubeflow proof of concept on Google Cloud that containers three components and runs them via Argo-backed pipelines: Kubeflow on GCP, Dockerized…
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Alice and the lost pod: practical guide to Kubernetes in ScalaScala Love in the City 20212021-02-13
Takes Scala code to a live cluster using java kubernetes client, fabric8io and the smaller excuber library, shows pod creation, a Deployment that scales from 3…
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Why Big Data Is Not Data ScienceBuild Stuff 20202020-11-11
Claim: big data is an engineering discipline separate from data science, not just “large” datasets; it centers on building and operating pipelines, storage and…
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Alice in the world of pods and higher order functionsScalaIO 20192019-10-29
Claims a concrete bridge: maps functional ideas to Kubernetes by walking through kubectl apply -f YAMLs, the API server/etcd/controller/scheduler/kubelet flow…
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