Peaky Blinders, Stranger Things, Money Heist, The Queenโs Gambit, and Narcos are Netflix shows that need no introduction.
Here are 20 hidden Netflix gems to watch this weekend you might not know about...๐
Load Balancers are literally 100 times better than a good old traffic signal.
They can handle millions of incoming requests, distribute traffic between servers and generally keep things smooth with minimal configuration.
Why?
Because Load Balancers can use some really nice algorithms on the fly.
Broadly, there are two categories of these algorithms:
โ ย Static
- Round Robin
- Sticky Round Robin
- Hash
- Weighted Round Robin
โ ย Dynamic
- Least Connections
- Least Response Time
Letโs look at each algorithm in a little more detail
๐ Round Robin
- Requests are distributed sequentially across a group of servers.
- No guarantee that multiple requests from a user will reach the same instance.
๐Sticky Round Robin
- A better alternative to round-robin
- Different requests from the same user go to the same instance
๐ Hash-Based
- The algorithm distributes requests based on the hash of a key value.
- The key can be the IP address or the URL of the request
๐ Weighted Round Robin
- Each server gets a weight value.
- This value determines the proportion of traffic.
- Servers with higher weight receive more traffic. Good for setups having servers at different capacity levels
๐Least Connections
- A new request is sent to the server instance with the least number of connections.
- The number of connections is determined based on the relative compute capacity of a server
๐Least Response Time
- A new request is sent to the server with the lowest response time in order to minimize the overall response time.
- Good for cases where response time is critical.
===
That's all for now!
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๐ช๐ต๐ ๐ถ๐ ๐๐ต๐ฒ ๐ง๐๐ฒ๐น๐๐ฒ-๐๐ฎ๐ฐ๐๐ผ๐ฟ ๐๐ฝ๐ฝ ๐ถ๐บ๐ฝ๐ผ๐ฟ๐๐ฎ๐ป๐?
It explains many well-testedย architectural patterns and best practices that can be applied to software-as-a-service (SaaS) apps. These recommended practices allow apps to be developed with resilience and portability for online deployment.
The Twelve Factors:
๐. ๐๐ผ๐ฑ๐ฒ๐ฏ๐ฎ๐๐ฒ
One codebase tracked in revision control, many deploys
๐๐. ๐๐ฒ๐ฝ๐ฒ๐ป๐ฑ๐ฒ๐ป๐ฐ๐ถ๐ฒ๐
Explicitly declare and isolate dependencies
๐๐๐. ๐๐ผ๐ป๐ณ๐ถ๐ด
Store config in the environment
๐๐ฉ. ๐๐ฎ๐ฐ๐ธ๐ถ๐ป๐ด ๐๐ฒ๐ฟ๐๐ถ๐ฐ๐ฒ๐
Treat backing services as attached resources
๐ฉ. ๐๐๐ถ๐น๐ฑ, ๐ฟ๐ฒ๐น๐ฒ๐ฎ๐๐ฒ, ๐ฟ๐๐ป
Strictly separate build and run stages
๐ฉ๐. ๐ฃ๐ฟ๐ผ๐ฐ๐ฒ๐๐๐ฒ๐
Execute the app as one or more stateless processes
๐ฉ๐๐. ๐ฃ๐ผ๐ฟ๐ ๐ฏ๐ถ๐ป๐ฑ๐ถ๐ป๐ด
Export services via port binding
๐ฉ๐๐๐. ๐๐ผ๐ป๐ฐ๐๐ฟ๐ฟ๐ฒ๐ป๐ฐ๐
Scale out via the process model
๐๐ซ. ๐๐ถ๐๐ฝ๐ผ๐๐ฎ๐ฏ๐ถ๐น๐ถ๐๐
Maximize robustness with fast startup and graceful shutdown
๐ซ. ๐๐ฒ๐/๐ฝ๐ฟ๐ผ๐ฑ ๐ฝ๐ฎ๐ฟ๐ถ๐๐
Keep development, staging, and production as similar as possible
๐ซ๐. ๐๐ผ๐ด๐
Treat logs as event streams
๐ซ๐๐. ๐๐ฑ๐บ๐ถ๐ป ๐ฝ๐ฟ๐ผ๐ฐ๐ฒ๐๐๐ฒ๐
Run admin/management tasks as one-off processes
Also, in the book "Beyond the 12 Factor App", Kevin Hoffman presents ๐ป๐ฒ๐ ๐ด๐๐ถ๐ฑ๐ฒ๐น๐ถ๐ป๐ฒ๐ that build on the original 12 factors but include elements such as telemetry and security:
1. One codebase, one application
2. API first
3. Dependency management
4. Design, build, release, and run
5. Configuration, credentials, and code
6. Logs
7. Disposability
8. Backing services
9. Environment parity
10. Administrative processes
12. Port binding
13. Stateless processes
14. Concurrency
15. Telemetry
16. Authentication and authorization
Image credits: DZone.
#technology #softwareengineering #programming #cloudcomputing #techworldwithmilan
๐๐ผ๐ ๐๐ผ ๐๐ฒ๐ฎ๐ฟ๐ป ๐ฆ๐๐๐๐ฒ๐บ ๐๐ฒ๐๐ถ๐ด๐ป?
If you're working as a software developer and you want to move towards a software architect role, or you're preparing for coding interviews for more senior roles, systems design is an important skill you need to have. Without knowing it, you will have a hard time designing new software systems and understanding existing ones.
System design refers toย ๐๐ต๐ฒ ๐ฝ๐ฟ๐ผ๐ฐ๐ฒ๐๐ ๐ผ๐ณ ๐ฑ๐ฒ๐ณ๐ถ๐ป๐ถ๐ป๐ด ๐ฎ ๐๐๐๐๐ฒ๐บ'๐ ๐ฐ๐ผ๐บ๐ฝ๐ผ๐ป๐ฒ๐ป๐๐. Architecture, modules, components, interfaces, and data are a few examples of these aspects. The process of defining, creating, and designing systems that suit the particular objectives and requirements of an organization is what you need to understand when it comes to system design.
To understand system design, you will need to know the following:
๐ญ. ๐ฃ๐ฒ๐ฟ๐ณ๐ผ๐ฟ๐บ๐ฎ๐ป๐ฐ๐ฒ ๐๐ ๐ฆ๐ฐ๐ฎ๐น๐ฎ๐ฏ๐ถ๐น๐ถ๐๐
๐ฎ. ๐๐ฎ๐๐ฒ๐ป๐ฐ๐ ๐๐ ๐ง๐ต๐ฟ๐ผ๐๐ด๐ต๐ฝ๐๐ ๐ฎ๐ป๐ฑ ๐๐๐ฎ๐ถ๐น๐ฎ๐ฏ๐ถ๐น๐ถ๐๐ ๐๐ ๐๐ผ๐ป๐๐ถ๐๐๐ฒ๐ป๐ฐ๐ (๐๐ถ๐๐ต ๐ฝ๐ฎ๐๐๐ฒ๐ฟ๐ป๐)
๐ฏ. ๐๐๐ฎ๐ถ๐น๐ฎ๐ฏ๐ถ๐น๐ถ๐๐ ๐ฝ๐ฎ๐๐๐ฒ๐ฟ๐ป๐
๐ฐ. ๐๐ฎ๐ฐ๐ธ๐ด๐ฟ๐ผ๐๐ป๐ฑ ๐ท๐ผ๐ฏ๐
๐ฑ. ๐๐ผ๐บ๐ฎ๐ถ๐ป ๐ก๐ฎ๐บ๐ฒ ๐ฆ๐๐๐๐ฒ๐บ๐
๐ฒ. ๐๐๐ก๐
๐ณ. ๐๐ผ๐ฎ๐ฑ ๐๐ฎ๐น๐ฎ๐ป๐ฐ๐ฒ๐ฟ๐
๐ด. ๐๐ฎ๐ฐ๐ต๐ถ๐ป๐ด
๐ต. ๐๐๐๐ป๐ฐ๐ต๐ฟ๐ผ๐ป๐ถ๐๐บ
๐ญ๐ฌ. ๐๐ผ๐บ๐บ๐๐ป๐ถ๐ฐ๐ฎ๐๐ถ๐ผ๐ป ๐ฝ๐ฎ๐๐๐ฒ๐ฟ๐ป๐
๐ญ๐ญ. ๐ฃ๐ฒ๐ฟ๐ณ๐ผ๐ฟ๐บ๐ฎ๐ป๐ฐ๐ฒ ๐ฎ๐ป๐๐ถ๐ฝ๐ฎ๐๐๐ฒ๐ฟ๐ป๐
๐ญ๐ฎ. ๐ ๐ผ๐ป๐ถ๐๐ผ๐ฟ๐ถ๐ป๐ด
๐ญ๐ฏ. ๐๐น๐ผ๐๐ฑ ๐ฑ๐ฒ๐๐ถ๐ด๐ป ๐ฝ๐ฎ๐๐๐ฒ๐ฟ๐ป๐
To learn this, here are some ๐ฏ๐ผ๐ผ๐ธ๐ where you can start learning:
๐ญ. ๐ฆ๐๐๐๐ฒ๐บ ๐๐ฒ๐๐ถ๐ด๐ป ๐๐ป๐๐ฒ๐ฟ๐๐ถ๐ฒ๐
One of the best books in this field, where you will learn how to design systems such as web crawlers or even YouTube.
Link: https://t.co/FS1xScwM1a
๐ฎ. ๐๐ฒ๐๐ถ๐ด๐ป๐ถ๐ป๐ด ๐๐ฎ๐๐ฎ-๐๐ป๐๐ฒ๐ป๐๐ถ๐๐ถ๐๐ฒ ๐๐ฝ๐ฝ๐น๐ถ๐ฐ๐ฎ๐๐ถ๐ผ๐ป๐
In this book, the author writes about different technologies used to store and process data. By reading it, you will gain insight into different algorithms used in the database world.
Link: https://t.co/FeB1UiM2qp
๐ฏ. ๐๐ฒ๐ฎ๐ฑ ๐๐ถ๐ฟ๐๐ ๐๐ฒ๐๐ถ๐ด๐ป ๐ฃ๐ฎ๐๐๐ฒ๐ฟ๐ป๐
A great book on OO design patterns, written in a simple style with examples in Java.
Link: https://t.co/SiqEzg1Fug
๐ฐ. ๐๐ฟ๐ฎ๐ฐ๐ธ๐ถ๐ป๐ด ๐๐ต๐ฒ ๐๐ผ๐ฑ๐ถ๐ป๐ด ๐๐ป๐๐ฒ๐ฟ๐๐ถ๐ฒ๐
It is a general-purpose coding interview book where the author shares her insights into programming interviews at big tech companies like Microsoft and Google. It covers all basic topics like algorithms, data structures, SQL, etc.
Link: https://t.co/j295Zvs8KW
๐ฑ. ๐๐๐ป๐ฑ๐ฎ๐บ๐ฒ๐ป๐๐ฎ๐น๐ ๐ผ๐ณ ๐ฆ๐ผ๐ณ๐๐๐ฎ๐ฟ๐ฒ ๐๐ฟ๐ฐ๐ต๐ถ๐๐ฒ๐ฐ๐๐๐ฟ๐ฒ
As System Design is related to Software Architecture, this book will give you an introduction to how to architect software systems. This book examines architecture patterns, components, soft skills, modernity, architecture as engineering, and many more.
Link: https://t.co/nhNA8xXvDr
Check the System Design Roadmap in the image (by roadmap .sh).
#softwareengineering
Explaining 9 types of API testing. The method to download the high-resolution PDF is available at the end.
๐น Smoke Testing
This is done after API development is complete. Simply validate if the APIs are working and nothing breaks.
๐น Functional Testing
This creates a test plan based on the functional requirements and compares the results with the expected results.
๐น Integration Testing
This test combines several API calls to perform end-to-end tests. The intra-service communications and data transmissions are tested.
๐น Regression Testing
This test ensures that bug fixes or new features shouldnโt break the existing behaviors of APIs.
๐น Load Testing
This tests applicationsโ performance by simulating different loads. Then we can calculate the capacity of the application.
๐น Stress Testing
We deliberately create high loads to the APIs and test if the APIs are able to function normally.
๐น Security Testing
This tests the APIs against all possible external threats.
๐น UI Testing
This tests the UI interactions with the APIs to make sure the data can be displayed properly.
๐น Fuzz Testing
This injects invalid or unexpected input data into the API and tries to crash the API. In this way, it identifies the API vulnerabilities.
Subscribe to our newsletter to download the ๐ก๐ข๐ ๐ก-๐ซ๐๐ฌ๐จ๐ฅ๐ฎ๐ญ๐ข๐จ๐ง ๐๐ก๐๐๐ญ ๐ฌ๐ก๐๐๐ญ. After signing up, find the download link on the success page: https://t.co/Zx9BH4M3Qm