Weekly Report - July 1, 2024

1. Optimizing the transaction process context

Analyzed the current data transmission in the transaction process, identified and listed unnecessary data items that could be reduced, and designed a new data transmission scheme. This is expected to reduce data transmission by 30%.

2. Adjusting transaction-related structures

Reviewed existing transaction processing structures and identified key performance bottlenecks.

Proposed a new structural design, including:
a) Simplifying the transaction object model
b) Optimizing memory usage
c) Improving concurrent processing mechanisms

3. Optimizing underlying transaction processing

Researched best practices for pipeline processing mechanisms and designed a pipeline architecture suitable for our system.

4. Optimizing the underlying data engine

Analyzed current data usage patterns and efficiency, identified major performance bottlenecks and areas for improvement, and studied several advanced data engine technologies.

Drafted an improvement proposal, including:
a) Introducing new caching mechanisms
b) Optimizing indexing strategies
c) Implementing more efficient data compression algorithms