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Vadym Kazulkin

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Serverless Java Web Applications on AWS Lambda with Micronaut Quarkus & Spring BootJCON EUROPE 20262026-04-20
Compares running a REST API (API Gateway → Lambda → DynamoDB) with Micronaut, Quarkus and Spring Boot and measures cold starts: about 100,000 warm starts and…
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How to develop, run and optimize Spring Boot 3 application on AWS LambdaVoxxed Days Ticino 20252025-01-16
Compares four deployment paths: AWS Serverless Java Container, AWS Lambda Web Adapter, Spring Cloud Function and custom Docker, measuring cold starts, warm…
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Highly Scalable Image Storage with AWS ServerlessGOTO Amsterdam 20242024-06-10
Replaces ALB/EC2/EFS with S3 for object storage, API Gateway + Lambda for upload/download, S3 events for postprocessing and SNS/SQS fan‑out, and DynamoDB for…
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How To Reduce Cold Starts for Java Serverless Applications in AWSGOTO Amsterdam 20242024-06-10
Java cold starts drop a lot when specific tactics are applied: enabling AWS Lambda SnapStart cuts P90 from ~3.5s to ~2s and with priming to ~1.3s (≈60–70%…
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High performance Serverless Java on AWSGeeCON 20242024-05-15
Measurements show unoptimized Java Lambdas hit ~3.3s P90 cold starts (warm P90 ~7ms) across ~100 cold starts/hour. Enabling SnapStart plus a simple DynamoDB…
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Developing Highly Scalable Image Storage Solution with AWS ServerlessGOTO EDA Day London 20242024-05-14
E-commerce image storage moves from ALB/EC2/EBS/EFS to a serverless stack using API Gateway, Lambda, S3, DynamoDB, SQS, SNS, EventBridge and Kinesis Data…
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Reduce Cold Starts for Java Serverless Applications in AWSJCON WORLD ONLINE 20232023-11-20
Java cold starts on AWS measure around 3–3.5 seconds for plain JVMs; using GraalVM Native Image brings p90 cold starts down to roughly 500–600 ms but forces…
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Github Copilot vs. Amazon CodeWhisperer For Java DevelopersJCON Europe 20232023-06-20
Comparison tests use GitHub Copilot (Codex / Copilot X preview on GPT‑4) and Amazon CodeWhisperer against Java tasks: singletons, date diffs, Project Euler…
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Adapting Java for the Serverless world!Voxxed Days Brussels 20232023-05-23
Java on AWS faces high cold starts and memory costs but practical fixes exist: using smaller bundles and async AWS SDK cuts download and init time; choosing…
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Amazon CodeGuru and CodeWhisperer for Java Developers on AWSCloud Builders: Java Conf 20232023-03-30
Demonstrates Amazon CodeGuru Reviewer (and Profiler) plus CodeWhisperer applied to Java serverless code: CodeGuru flags hardcoded credentials, S3 clients…
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Adapting Java for the Serverless worldVoxxed Days Luxembourg 20222022-06-21
Shows concrete numbers and recipes: Java cold starts often reach seconds not milliseconds, simple Java + DynamoDB hit 10–20s, optimizations (AWS SDK v2, async…
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Adapting Java for the Serverless worldJCON-ONLINE 20212021-10-05
The talk examines how Java's cold-start time and memory footprint issues for serverless have been mitigated by improvements from cloud providers (with a focus…
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Measuring and increasing developer productivity with the help of ServerlessJCON-ONLINE 20212021-10-05
Argues that AWS Serverless (Lambda, API Gateway, DynamoDB, EventBridge, Step Functions, Amplify) actually raises developer productivity by cutting code, ops…
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Projects Valhalla, Loom and GraalVMJCON 20202020-10-27
Covers three Java platform projects: Project Valhalla (introducing inline types/value types into Java), Project Loom (adding lightweight/concurrent…
Talk in German on
Adopting Java for the Serverless worldJCON 20202020-10-27
Claims that GraalVM native images cut cold starts to under <0.5s cold starts and shrink memory by excluding unused classes, but building a native image takes…
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FaaS or not to FaaS: Visible & invisible benefits of the Serverless paradigmJCON 20202020-10-27
Compares full AWS serverless costs and tradeoffs: Lambda often makes up less than 1% of bill while API Gateway $3.5 per M requests and CloudWatch logs…
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FaaS or not to FaaS? Visible and invisible benefits of the Serverless paradigmaNDC Sydney 20202020-08-31
Compares total cost of ownership for AWS serverless stacks — Lambda plus API Gateway, SNS/SQS/Kinesis, S3, DynamoDB, Aurora Serverless — and gives a decision…
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FaaS or not to FaaS — Visible and Invisible Advantages of the Serverless ParadigmW-JAX 20192019-11-04
The talk examines real total cost of ownership for serverless on AWS, going beyond Lambda function pricing to include costs of API Gateway, SNS/SQS/Kinesis…
Talk in German on
Java Memory Model (JMM) for Beginners and Advanced UsersFrOSCon 20162016-08-20
Explains concrete Java Memory Model effects: how compilers and the JIT reorder operations despite strong hardware, how store buffer reordering causes visible…
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