Troubleshooting Apache Flink Applications: Identifying BottlenecksLearn how to identify and troubleshoot bottlenecks in Apache Flink. Discover key metrics and tools for effective debugging.Jan 23Jan 23
Published inTDS ArchiveUnderstanding Change Data Capture (CDC) in MySQL and PostgreSQL: BinLog vs. WAL + Logical DecodingHow CDC tools use MySQL Binlog and PostgreSQL WAL with logical decoding for real-time data streamingJan 5Jan 5
Published inAWS in Plain EnglishSet up MLflow on AWS EC2 using Docker, S3, and RDSImplementation of MLflow to make model training efforts more efficient.Oct 18, 20211Oct 18, 20211
Published inTDS ArchiveBuilding an ETL pipeline with Airflow and ECSRunning an ETL pipeline is often troublesome. The architecture described in this post makes it easy to run ETL workflows.Dec 20, 2020Dec 20, 2020
Published inTDS ArchiveGoing Bastion-less: Accessing Private EC2 instance with Session ManagerIn this post we will set up a private EC2 instance, and use SSM session manager to access the instance that hosts a Jupyter Notebook ServerNov 3, 20201Nov 3, 20201
Published inTDS ArchiveDiscord notification using CloudWatch Alarms, SNS and AWS LambdaSend a notification to a Discord Channel when a CloudWatch alarm is triggeredSep 12, 20202Sep 12, 20202
Published inTDS ArchiveAutomating Lambda modules deployment with GitLab CIYou'll be presented to one way to organize your repositories so that it facilitates the lambda deployment procedure using Terraform and CIAug 9, 20202Aug 9, 20202
Published inTDS ArchiveBuilding an ApiGateway-SQS-Lambda integration using TerraformSetting up an API Gateway endpoint that takes records, put them into an SQS queue that triggers an Event Source for a Lambda functionJun 22, 20203Jun 22, 20203
Published inTDS ArchiveText Classifier with Multiple Outputs and Multiple Losses in KerasBuilding a Multi-Label Classifier doesn't seen a difficult task using Keras, but when you are dealing with a highly imbalanced dataset…May 10, 20202May 10, 20202
Published inPython in Plain EnglishUploading a Python package to PyPiHow to quickly upload a Python package to PyPiApr 8, 2020Apr 8, 2020
