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ixc2024:tech:tools:ismysolutiongreenenough [2024/05/23 14:23] – jacobwhiteixc2024:tech:tools:ismysolutiongreenenough [2024/05/23 15:26] (current) – hibaa
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-==== Is your software designed with keeping sustainability in mind?====+====== Is your software designed with keeping sustainability in mind?======
  
 You can use the following guide to check various aspects of your backend from a sustainable point of view! You can use the following guide to check various aspects of your backend from a sustainable point of view!
  
 +===Code Optimization===
 +
 +^                 ^Exceeds Expectations                                                                                                                                   ^Meets Expectations                                                                                                                               ^Below Expectations                                                                                                                                      ^
 +|Code Optimization|Code appears to be optimized at a high level, and appears to have been thoroughly considered. Data structures and advanced algorithms are utilized well|Code is somewhat optimized, and appears to have been considered during development. Data structures and algorithms are used some for this purpose|Code is not optimized well, and it does not appear code optimization was considered. Outdated and poorly chosen data structures and algorithms are used.|
 +
 +-> Code Optimization Sub Topics
 +
 +^                      ^Exceeds Expectations                            ^Meets Expectations                                                                  ^Below Expectations                                                                  ^Metric                                      ^
 +|Computational Overhead|Computational overhead is at a minimum          |Some computational overhead is present, but is considered to be at reasonable levels|High computational overhead is present                                              |Amount of memory (RAM) used during operation|
 +|Caching               |Effective use of caching related to data storage|Some caching has been used to ensure efficient data storage                         |Little caching has been used, and data storage is not handled in an efficient manner|Time taken to respond to a request          |
 +
 +===Resource Management===
 +
 +^                   ^Exceeds Expectations                                                                                                                   ^Meets Expectations                                                                                      ^Below Expectations                                                                                ^
 +|Resource Management|Advanced techniques are successfully utilized, such as garbage collection tuning, efficient memory management, and connection pooling s|Basic techniques are successfully utilized, such as basic memory management , and closing of connections|Resource management techniques are poorly utilized, or not used at all, leading to resource waste.|
 +
 +-> Resource Management Sub Topics
 +
 +^          ^Exceeds Expectations                                           ^Meets Expectations                                                                              ^Below Expectations                                                       ^Metrics                                                                                                                                                                ^
 +|Operations|CPU and I/O operations are effectively, and efficiently managed|CPU and I/O operations have been considered, and appear to be efficiently managed in some cases.|Inefficient management of CPU and I/O operations                         |Percentage of CPU used during operation\\ \\ (eg computing the total number of food that are about to be expired)\\ \\ Time it takes to query data\\ \\ Bandwidth usage|
 +|Processing|Asynchronous processing is utilized effectively                |Asynchronous processing is somewhat utilize                                                     |Asynchronous processing not not appear to be used, or is used incorrectly|Number of requests that can be handled concurrently per second                                                                                                         |
 +
 +===Energy Efficiency===
 +
 +^                 ^Exceeds Expectations                                                                                                      ^Meets Expectations                                                                                                         ^Below Expectations                                                                      ^
 +|Energy Efficiency|Successfully implementing approaches that result in energy being used in an efficient manner throughout the entire program|Successfully implementing approaches that result in energy being used in an efficient manner throughout part of the program|Energy efficiency did not appear to gave been considered, or was implemented incorrectly|
 +
 +-> Energy Efficiency Sub Topics
 +
 +^                      ^Exceeds Expectations                                                                              ^Meets Expectations                                                                                     ^Below Expectations                                                                                         ^
 +|Energy Profiling Tools|Effectively uses energy profiling tools to optimize and keep track of energy usage and consumption|Effectively uses energy profiling tools to optimize and keep track of most energy usage and consumption|Does not effectively uses energy profiling tools to optimize and keep track of energy usage and consumption|
 +|Updating metrics      |Consistently updates energy related metrics, such that the energy usage can be monitored          |Consistently updates some energy related metrics, such that the energy usage can be monitored          |Does not update energy related metrics                                                                     |
 +
 +===Performance and Scalability===
 +
 +^                 ^Exceeds Expectations                                                          ^Meets Expectations                                            ^Below Expectations                                                    ^
 +|Code Optimization|Solution scales efficiently without significant increase in energy consumption|Solution scales with a moderate increase in energy consumption|Solution scales poorly with significant increase in energy consumption|
 +
 +-> Performance and Scalability Sub Topics
 +
 +^                          ^Exceeds Expectations                                            ^Meets Expectations                                                    ^Below Expectations                                                  ^
 +|Optimize Response Time    |Response time consistently < 100ms                              |Response time consistently between 100ms and 200ms                    |Response time consistently > 200ms                                  |
 +|Improve Caching Efficiency|Cache hit rate\\ \\ > 90%, significantly reducing database load.|Cache hit rate between 70% and 90%, moderately reducing database load.|Cache hit rate\\ \\ < 70%, minimal impact on reducing database load.|
 +|Benchmarking|Benchmarking has been effectively used to identify and resolve inefficiencies in the code|Benchmarking has been used some to identify and resolve inefficiencies in the code, or benchmarking has been used, but was not successful in identifying and resolving inefficiencies in the code|Benchmarks do not appear to have been used or considered, or they were used in a primarily incorrect manner|
 +
 +====API Service====
 +
 +^**Handle Requests**                                                             ^**Perform Operations**                           ^**Query Data**                                           ^
 +|Average time taken to respond to a request                                      |Amount of energy consumed per unit of computation|Number of read and write operations per second           |
 +|Percentage of requests that result in errors                                    |Amount of memory (RAM) used during operation     |Data Size                                                |
 +|Amount of data transferred relative to the amount of useful information conveyed|Percentage of CPU used during operation          |Average time the CPU waits for I/O operations to complete|
 +|                                                                                |Number of memory leaks                           |                                                         |
  
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