~/talks

Rafal Leszko

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titleconferencedate
Realtime Video AI with Diffusion ModelsDemuxed 20252025-10-29
Claims realtime means generating one second of video in under one second and delivering usable frames with only 2–4 denoising steps; latency tests in demo show…
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5 Levels of High Availability: from Multi-instance to Hybrid CloudConf42 Site Reliability Engineering 20212021-09-30
Titles states the scope but specifics decide: five concrete HA levels are defined and compared, with Hazelcast examples and measured latencies — 5 levels…
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Mutation Testing with PITTestCon Europe 20212021-09-07
Links a 1999 Mars failure to weak tests and proposes mutation testing as the concrete fix: run PIT mutation testing, generate mutants (change + to − etc.), and…
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Build Your Kubernetes Operator with the Right Tool!4Developers 20212021-05-24
Demo builds a Hazelcast operator that watches a custom resource with one parameter size and adjusts Deployment replicas from 1 to 3 accordingly, implemented…
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Build Your Kubernetes Operator with the Right Tool!DevOps Pro Europe 20212021-05-11
Walks through building a Hazelcast operator end to end: generate with operator-sdk init and operator-sdk create api, docker build and push, run make install…
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Architectural Caching Patterns for KubernetesConf42 Cloud Native 20212021-04-29
Compares concrete caching topologies on Kubernetes and shows which one to pick by claim and evidence: demoed architectures include Sidecar Caching, Reverse…
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Premiere - Conf42 Enterprise Software 2021Conf42 Enterprise Software 20212021-03-25
One videocast bundles ~20 short talks and a live demo: a rookout walkthrough shows rookout non‑breaking breakpoints that collect snapshots without redeploy…
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Mutation Testing with PITConf42 Enterprise Software 20212021-03-25
Explains mutation testing as introducing artificial bugs and checking whether tests kill them, using PIT to generate and report mutants automatically. Shows a…
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Distributed Locking in KubernetesDevelopers Summit 20212021-02-18
Distributed locking in Kubernetes compares concrete implementations: single-instance cache (Hazelcast/Redis) for efficiency only, Hazelcast cluster and Redis…
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Architectural Patterns for Caching MicroservicesDeveloper Summit 20202020-11-21
Compares four concrete caching topologies and when each reduces latency or ops: in-process libraries (Guava, EHCache) give lowest latency but no eviction or…
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Where is my cache? Architectural patterns for caching microservices by exampleVoxxed Days Ticino 20192019-10-09
Compares five concrete deployment patterns and their tradeoffs: Embedded distributed with Hazelcast saves network hops but ties data to replicas and JVMs…
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Where Is My Cache? Architectural Patterns for Caching ...Heapcon 20192019-10-03
Compares five concrete caching patterns and when each actually works: embedded cache (Guava/Ehcache with Spring @Cacheable) for lowest JVM latency but…
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