Business Compass LLC’s Post

Apache Spark is a powerful big data engine for large-scale data analytics. The Amazon Kinesis Data Streams Connector allows Spark to easily process streaming data from Kinesis using Structured Streaming. #aws #awscloud #cloud #advanced300 #amazonkinesis #analytics #kinesisdatastreams

AWS announced real-time streaming ingestion to Amazon Redshift for Kinesis and MSK, eliminating the need to stage streaming data in S3 before ingesting into Redshift. This allows streaming ingestion from Kinesis, MSK and Amazon AppFlow into Redshift. #aws #awscloud #cloud #advanced300 #amazonmanagedstreamingforapachekafkaamazonmsk #amazonredshift #bestpractices #financialservices #howto #technicalhowto

Real-time data streaming presents scalability challenges. AWS offers managed streaming services like Amazon MSK to achieve massive scale in event processing. #aws #awscloud #cloud #amazonmanagedstreamingforapachekafkaamazonmsk #analytics #customersolutions #intermediate200

An AWSome collaboration with DISH Wireless (now EchoStar) resulted in TBs of data ingestion on daily basis with avg latency of 37 seconds using Streaming Ingestion & Redshift Serverless. Read more in our new blog post below. Happy to partner with Balaram Mathukumilli, Mahesh Maddur, Viswanatha Vellaboyana, Keerthi Kambam from DISH and Vinayak Rao, Shirin Bhambhani, Adi Eswar, @Josh Cain, Ravi Animi, Harshida Patel from AWS. #aws #redshift

Real-Time Data Streaming with AWS Lambda and Server-Sent Events Across Multiple Languages https://lnkd.in/dnQtDd6t Amazon Web Services (AWS) #aws #awslambda #businesscompassllc

My recent projects have been centered around IaC, streaming data ingestion, and Google Cloud. A few weeks ago I completed a program that generates synthetic streaming data, simulating the movement of vehicles through tollways across the United States. The program scrapes tollway information from Wikipedia and merges it with vehicle data from Faker, creating realistic event messages. It includes functionality for generating late and duplicate events, in an effort to reflect real-world challenges. A straightforward Terraform script creates a Pub/Sub topic to which the messages can then be published to. As for next steps, I'm planning to use Cloud Functions and Cloud Run to process and route these messages from Pub/Sub to BigQuery and Memorystore (Redis). Here's a screenshot showing a few messages residing in Pub/Sub.

New Post: Google Pub/Sub Explained: The Scalable Messaging Solution - https://lnkd.in/eyW9j8kA - Google Pub/Sub is a fully managed, real-time messaging service that empowers you to seamlessly send and receive messages between independent applications. Whether you’re building a data-intensive streaming pipeline, an event-driven architecture, or a microservices-based system, Google Cloud Pub/Sub offers the flexibility and reliability you need to effortlessly exchange data across...

What’s new in Cloud Pub/Sub at Next ’24 Google Cloud offers comprehensive solutions for streaming ingestion and analytics with its Cloud Pub/Sub, integrated with BigQuery for downstream analytics and AI applications. Recent innovations include one-click streaming import, multi-cloud workload support, Pub/Sub Apache Flink connector, and enhanced export subscriptions for BigQuery and Cloud Storage, empowering businesses to leverage their streaming data effectively.

🌟 Exciting News for AWS CLI Users! 🌟 Experience real-time log monitoring like never before with the latest update from Amazon CloudWatch Logs! Now, with the AWS CLI support, you can stream log outputs directly, enabling you to effortlessly view, search, and filter log events in real-time. Amazon CloudWatch Logs Live Tail feature lets you interactively monitor logs as they are ingested, offering a seamless experience whether you are within AWS or on custom dashboards outside the platform. Stay informed and in control of your logs with this convenient update! Check out the details here: https://lnkd.in/eBJWfYEn #AWS #CloudWatch #LogMonitoring #AWSCLI #TechUpdate #devops #sre #platformengineer #logging #logs #cloud

Easily stream data from AWS Kinesis to Google Cloud with Pub/Sub import topics Pub/Sub import topics allow one-click streaming ingestion into BigQuery from external sources such as Amazon Kinesis Data Streams. Read mode on following blog post!