Hey @amazonIN@amazon@JeffBezos
I have been decade old amazon customer, using Amazon for everything but lately can't help but to take out my deep frustration related to customer care service. Im using Amazon over flipkart because of the customer support I used to get at ease
Missing multiple pickup schedule, clueless and helpless to know how to reach out like good old days. Can you reinstate customer care call support like before if your serious about retaining loyal customers like myself,also please help me with the issue of stuck return at earliest
But now seems amazon is doing cost cutting giving damn about customer support and transparency ditching direct call support for orders and choosing damn AI bot shit instead. My order id 404-2943088-4717916 been stuck for return since a week not been picked up for return
@OfficialBMRCL may I know when yellow line metro will be inaugurated and open to use for public. It already missed record number of deadlines and putting blame on number of coaches delivered now. Shouldn't this be part of proper planning, isn't it a failure on Namma metro!
@socialepfo may I know when the 2023-24 interests will be credited to our EPFO account balance. In this age of digital governance, wonder what prompts such delay every year and makes its unpredictable timelines with a known routine. Hope it gets efficient in near future!!
Hey @WynkMusic , please add Alexa skill soon.. Every major music app got one, waiting for my favorite app to add so that numerous alexa users can enjoy wynk music through voice command and play in our alexa devices from Android app sync
What are the most common ๐จ๐๐ฒ ๐๐ฎ๐๐ฒ๐ ๐ณ๐ผ๐ฟ ๐๐ฎ๐ณ๐ธ๐ฎ?
We have covered lots of concepts around Kafka already. But what are the most common use cases for The System that you are very likely to run into as a Data Engineer?
๐๐ฒ๐โ๐ ๐๐ฎ๐ธ๐ฒ ๐ฎ ๐ฐ๐น๐ผ๐๐ฒ๐ฟ ๐น๐ผ๐ผ๐ธ:
๐ช๐ฒ๐ฏ๐๐ถ๐๐ฒ ๐๐ฐ๐๐ถ๐๐ถ๐๐ ๐ง๐ฟ๐ฎ๐ฐ๐ธ๐ถ๐ป๐ด.
โก๏ธ The Original use case for Kafka by LinkedIn.
โก๏ธ Events happening in the website like page views, conversions etc. are sent via a Gateway and piped to Kafka Topics.
โก๏ธ These events are forwarded to the downstream Analytical systems or processed in Real Time.
โก๏ธ Kafka is used as an initial buffer as the Data amounts are usually big and Kafka guarantees no message loss due to its replication mechanisms.
๐๐ฎ๐๐ฎ๐ฏ๐ฎ๐๐ฒ ๐ฅ๐ฒ๐ฝ๐น๐ถ๐ฐ๐ฎ๐๐ถ๐ผ๐ป.
โก๏ธ Database Commit log is piped to a Kafka topic.
โก๏ธ The committed messages are executed against a new Database in the same order.
โก๏ธ Database replica is created.
๐๐ผ๐ด/๐ ๐ฒ๐๐ฟ๐ถ๐ฐ๐ ๐๐ด๐ด๐ฟ๐ฒ๐ด๐ฎ๐๐ถ๐ผ๐ป.
โก๏ธ Kafka is used for centralized Log and Metrics collection.
โก๏ธ Daemons like FluentD are deployed in servers or containers together with the Applications to be monitored.
โก๏ธ Applications send their Logs/Metrics to the Daemons.
โก๏ธ The Daemons pipe Logs/Metrics to a Kafka Topic.
โก๏ธ Logs/Metrics are delivered downstream to storages like ElasticSearch or InfluxDB for Log/Metrics discovery respectively.
โก๏ธ This is also how you would track your IoT Fleets.
๐ฆ๐๐ฟ๐ฒ๐ฎ๐บ ๐ฃ๐ฟ๐ผ๐ฐ๐ฒ๐๐๐ถ๐ป๐ด.
โก๏ธ This is usually coupled with ingestion mechanisms already covered.
โก๏ธ Instead of piping Data to a certain storage downstream we mount a Stream Processing Framework on top of Kafka Topics.
โก๏ธ The Data is filtered, enriched and then piped to the downstream systems to be further used according to the use case.
โก๏ธ This is also where one would be running Machine Learning Models embedded into a Stream Processing Application.
๐ ๐ฒ๐๐๐ฎ๐ด๐ถ๐ป๐ด.
โก๏ธ Kafka can be used as a replacement for more traditional messaging brokers like RabbitMQ.
โก๏ธ Kafka has better durability guarantees and is easier to configure for several separate Consumer Groups to consume from the same Topic.
โ๏ธHaving said this - always consider the complexity you are bringing with introduction of a Distributed System. Sometimes it is better to just use traditional frameworks.
--------
Follow me to upskill in #MLOps, #MachineLearning, #DataEngineering, #DataScience and overall #Data space.
Also hit ๐to stay notified about new content.
๐๐ผ๐ปโ๐ ๐ณ๐ผ๐ฟ๐ด๐ฒ๐ ๐๐ผ ๐น๐ถ๐ธ๐ฒ ๐, ๐๐ต๐ฎ๐ฟ๐ฒ ๐ฎ๐ป๐ฑ ๐ฐ๐ผ๐บ๐บ๐ฒ๐ป๐!
Join a growing community of Data Professionals by subscribing to my ๐ก๐ฒ๐๐๐น๐ฒ๐๐๐ฒ๐ฟ.
/1 What is k8s (Kubernetes)?
k8s is a container orchestration system. It is used for container deployment and management. Its design is greatly impacted by Googleโs internal system Borg.
What is JWT Authentication, and how does it work?
In my latest video, I cover:
- How to create a JWT
- How to configure JWT Authentication in ASP .NET Core 7
- Options pattern implementation
You can watch it here:
https://t.co/LSZwaD2gua
#dotnet