Back

Vansh Khandelwal

Full Stack Web Devel... • 4m

Apache Kafka is a high-throughput, fault-tolerant stream platform used by over 80% of Fortune 100 firms. Producers publish to topics (partitioned for parallelism); consumers read via consumer groups; brokers store data. Key real-time use cases: centralized log aggregation, event sourcing with durable, replayable events, real-time analytics (integrate with Spark/Flink), data integration pipelines, and IoT sensor processing for monitoring and predictive maintenance. Best practices: design topics/partitions for consumption patterns; group consumers for scale and resilience; set retention per use case to control cost/compliance; monitor latency, throughput and consumer lag (Kafka Manager/Confluent Control Center); perform regular maintenance and secure clusters with encryption, auth/authz (Apache Ranger/Confluent).

https://medium.com/@vansh.khandelwal06/real-time-kafka-use-cases-and-architectural-best-practices-in-distributed-systems-e6bd808e5026

2 Replies

Replies (2)

Rishee Rajmaya

Host : Just Be Live ... • 4m

happy Diwali 🎇🪔

1 Reply

Recommendations from Medial

Sheikh Ayan

Founder of VistaSec:... • 5m

📊 Top 5 Open-Source Tools Powering Big Data Innovation Big Data is transforming decision-making, and open-source tools are leading the charge. Here are the must-know platforms: 1️⃣ Apache Hadoop 🗂️ – The backbone for distributed storage & process

Gigaversity

Gigaversity.in • 9m

At Gigaversity, we recently transformed our internal service communication model by moving from REST polling to an event-driven architecture. The goal? Better scalability, faster response times, and reduced system load. 🔄 Traditionally, our microse

Mohammad Asaad Sayed

My mind to me a king... • 1y

Consumer Behavior before and after buying Hitachi Air Conditioners Consumer behavior = the silent game-changer. Case study: Hitachi Air Conditioners Before Buying: -Consumers obsessed over specs (BTU, energy efficiency). -Price sensitivity was hig

Roshan Choudhary

Dare To be great, We... • 7d

Top BNPL App Development Companies in 2026 As BNPL continues to reshape the way consumers shop and pay, choosing the right development partner is crucial. Here are some of the best companies specializing in Buy Now Pay Later app development services