~/talks

Mohammed Aboullaite

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Building Scalable RAG Pipelines with Java and KubernetesBuild Stuff 20252025-12-03
Shows a microservice RAG stack built in Java that actually runs on Kubernetes: a stateless orchestrator calling a retriever backed by Weaviate and a generator…
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Continuous Profiling: The Missing Piece in Your Observability PuzzleCode Remix Summit 20252025-05-12
Continuous profiling claims production-safe, low-overhead sampling (typically 1–2% CPU overhead, sometimes up to 5%) and continuous data retention so teams…
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Write your own Firewall with Java & eBPFØredev 20242024-11-06
Claims a runnable high-throughput firewall built by combining Java and eBPF that actually loads BPF bytecode from Java, attaches to XDP and drops packets at…
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Continuous Profiling, the missing piece in your observability puzzle!Øredev 20242024-11-06
Continuous profiling claims to run in production with low overhead so teams catch regressions and save cloud cost, using eBPF-based collectors or language…
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Building a Lightning Fast Firewall with Java & eBPFDevoxx Belgium 20242024-10-07
Claims a Java-driven XDP firewall that drops packets in-kernel with eBPF, using hello-ebpf and Project Panama to compile Java-ish code into C then into BPF…
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ML in Java, YES it's possible!JNation 20242024-06-04
Claims Java can train and run models end to end and shows concrete tools: JSR381 (Visre) builds a Kagel hot dog classifier in ~10 lines plus config, trains a…
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Mohammed Aboullaite at JNation 2024JNation 20242024-06-04
Claims that Java now handles training, deployment and generative workflows pure Java training and deployment, and compares concrete toolchains: DeepLearning4j…
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ML in Java, YES it's possible!JCON EUROPE 20242024-05-13
Three Java paths are shown and compared: VISR / JSR 381 (compact image-classification API with DPNet default, trains a small convolutional net from JSON and…
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Into the Heart of the eBPF Hive!Devoxx France 20242024-04-17
eBPF makes the Linux kernel programmable at native speed using a verifier and JIT; it stores state in BPF maps and can operate at packet level with XDP to…
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Continuous Profiling the missing piece in your observability puzzleVoxxed Days Bucharest 20242024-03-27
Continuous profiling collects low‑overhead runtime samples (typically 1–2% overhead) and turns them into searchable records and flame graphs so regressions are…
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ML in Java, YES it's possible!Voxxed Days Zürich 20242024-03-07
Claim: Java can build and run real ML pipelines today. The session demonstrates JSR‑381/VisRec producing a small image classifier saved as hotdog.dnet (trained…
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Into the hive of eBPF!Voxxed Days Ticino 20242024-01-19
eBPF lets code run inside the Linux kernel at native speed by compiling C/Rust into bytecode, passing a strict verifier that prevents infinite loops and…
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The missing piece in your observability puzzle!J-Fall 20232023-11-09
Continuous profiling fills the observability gap by running low-overhead profilers in production (claimed 2–5% overhead) and shipping time-series profiles for…
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Build a modern Java Serverless ApplicationØredev 20232023-11-08
A live demo builds a photo app called Pika daily demo using Cloud Storage, Cloud Run, Cloud Functions, Cloud Vision API and Firestore, generating thumbnails…
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From Docker'fail to Dockerfile.. a true story!SREday 2023 London2023-09-14
Session compiles 10 concrete Dockerfails (9 categories plus a bonus) and shows fixes with runnable tooling and a GitOps pipeline demo (repo linked). Specifics…
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PremiereConf42 Cloud Native 20232023-03-30
A compiled session list that names concrete claims and tech: comparisons of OpenStack Magnum versus the Cluster API, Gateway API replacing Ingress, Azure…
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Move fast, build things… Safely!Conf42 Cloud Native 20232023-03-30
Claims ten concrete safety-to-speed mappings inspired by Formula One: five pre-crash measures and five post-crash measures. Specific practices include canary…
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Move Fast Build Things… Safely!Critical Software Summit @ Open Source Summit Europe 20222022-09-15
Compares ten concrete F1 safety practices to software operations and lists actionable equivalents: automated vulnerability checks and adversarial CI/CD…
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Move fast Build things… Safely!Voxxed Days Luxembourg 20222022-06-21
Compares Formula 1’s ten safety measures (five pre‑crash, five post‑crash) to software practices and argues for concrete patterns: automated CI/CD and…
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Move fast Build things… Safely!Craft Conference 20222022-06-02
Compares Formula 1 safety measures to software practices and gives concrete actions: five pre‑crash and five post‑crash patterns including six‑point harness…
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What the hell is service mesh anyway !?Jfokus 20222022-05-02
Explains what a service mesh actually wires into your stack and what it costs: deploys sidecar proxies managed by a control plane, implements mutual TLS…
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Containers & Java: What I wish I have been told!Devoxx Belgium 20192019-11-04
Shows concrete failure modes and fixes: JVMs prior to Java 10–11 ignore cgroup limits so JVM assumes full host memory and picks a 1/4-heap (demo: 8GB VM → 2GB…
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Speedy build for your java application images with JIB!Devoxx Belgium 20192019-11-04
Builds Java container images without a Dockerfile or daemon by layering app dependencies, resources and code so only the frequently changing class layer…
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talks toDevoxx Belgium 20192019-11-04
Experience deploying Java microservices in Docker and Kubernetes shows the JVM not container-aware problem causes the JVM to read host resources instead of…
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Speedy build for your java application images with JIB!Voxxed Days Microservices 20192019-10-21
Demonstrates shaving build-and-deploy cycles from minutes to seconds by using Jib (Maven/Gradle) to produce layered Java images (dependencies, resources…
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