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Spring Full-Stack Practical Cases
Spring Full-Stack Practical Cases
Jun 1, 2025 · Backend Development

Master Spring Boot 3 DataSource: 8 Practical Connection Management Techniques

This article presents a comprehensive Spring Boot 3 tutorial that explains how the framework manages database connections, introduces eight built‑in DataSource control methods, and provides detailed code examples for configuring HikariCP, using DataSourceUtils, SmartDataSource, TransactionAwareDataSourceProxy, and transaction managers.

DataSourceJavaSpring Boot
0 likes · 12 min read
Master Spring Boot 3 DataSource: 8 Practical Connection Management Techniques
Spring Full-Stack Practical Cases
Spring Full-Stack Practical Cases
May 6, 2025 · Backend Development

Why @Transactional Fails with @Async in Spring Boot 3 – A Deep Dive

This article explains how @Transactional and @Async normally cooperate in Spring Boot, demonstrates cases where the transaction does not roll back when @EnableAsync order is changed, analyzes the underlying AOP proxy creation and bean post‑processor execution order, and introduces new Spring 6.2 transaction‑rollback configuration options.

AOPAsyncSpring Boot
0 likes · 9 min read
Why @Transactional Fails with @Async in Spring Boot 3 – A Deep Dive
Code Ape Tech Column
Code Ape Tech Column
Apr 15, 2025 · Backend Development

Understanding the Compatibility of @Transactional and @Async in Spring

This tutorial explains how Spring's @Transactional and @Async annotations work, explores their interaction in various scenarios such as bank‑transfer examples, discusses thread‑context propagation, highlights pitfalls when mixing them, and provides best‑practice recommendations for maintaining data integrity.

AsyncAsynchronous ExecutionJava
0 likes · 11 min read
Understanding the Compatibility of @Transactional and @Async in Spring
Code Ape Tech Column
Code Ape Tech Column
Mar 25, 2025 · Backend Development

Improving MVC Three‑Tier Architecture with a Manager Layer

This article explains the classic MVC three‑tier architecture, identifies its drawbacks such as bloated service code and long‑running transactions, and proposes adding a Manager layer to separate generic business processing, improve code maintainability, and enhance performance in Java backend systems.

JavaMVCService Layer
0 likes · 9 min read
Improving MVC Three‑Tier Architecture with a Manager Layer
Architect's Tech Stack
Architect's Tech Stack
Mar 17, 2025 · Backend Development

Comprehensive Interface Performance Optimization Strategies

This article presents a systematic guide to improving API response times by applying batch processing, asynchronous execution, caching, pooling, parallelism, indexing, transaction management, pagination, SQL tuning, and proper lock granularity, supplemented with practical Java code examples and diagrams.

CachingSQL paginationTransaction Management
0 likes · 10 min read
Comprehensive Interface Performance Optimization Strategies
Top Architect
Top Architect
Mar 13, 2025 · Databases

Choosing Between NewSQL Databases and Middleware‑Based Sharding: Advantages, Trade‑offs and Practical Guidance

The article objectively compares NewSQL distributed databases with middleware‑plus‑sharding solutions, covering architectural differences, distributed transaction handling, high‑availability, scaling, SQL support, storage engines, maturity, and provides a decision‑making checklist to help engineers select the most suitable approach for their workloads.

Distributed DatabasesNewSQLTransaction Management
0 likes · 23 min read
Choosing Between NewSQL Databases and Middleware‑Based Sharding: Advantages, Trade‑offs and Practical Guidance
Spring Full-Stack Practical Cases
Spring Full-Stack Practical Cases
Dec 26, 2024 · Backend Development

Programmatic vs Declarative Transactions in Spring Boot 3: When Performance Matters

This article compares Spring Boot's declarative @Transactional annotation with programmatic transaction management using TransactionTemplate, TransactionalOperator, and TransactionManager, explains their suitable scenarios, provides code examples, and presents JMeter performance tests that show how the right choice can dramatically improve throughput.

Declarative TransactionsJavaPerformance Testing
0 likes · 10 min read
Programmatic vs Declarative Transactions in Spring Boot 3: When Performance Matters
Top Architect
Top Architect
Nov 27, 2024 · Backend Development

Payment Business Architecture: Process Decomposition, Sequence Design, and Structural Modeling

The article outlines the payment business background, breaks down the payment process into modular components, presents sequence diagrams and structural designs, summarizes key technical considerations, and additionally promotes a ChatGPT community and related services.

Transaction Managementbackend architecturebusiness process
0 likes · 11 min read
Payment Business Architecture: Process Decomposition, Sequence Design, and Structural Modeling
Top Architect
Top Architect
Oct 8, 2024 · Backend Development

Design and Architecture of Payment Business Systems

This article analyzes the complexities of payment business logic, breaks down the workflow into modular components, illustrates sequence diagrams, discusses related domains such as product and coupon management, and summarizes key technical considerations like transaction handling, locking, and settlement.

MicroservicesTransaction Managementbackend architecture
0 likes · 10 min read
Design and Architecture of Payment Business Systems
Lobster Programming
Lobster Programming
Sep 21, 2024 · Backend Development

Mastering Spring Boot Transaction Hooks for Advanced Business Logic

This article explains how Spring Boot’s @Transactional annotation works, introduces programmatic transaction management, and demonstrates how to create custom transaction hook functions with TransactionSynchronizationManager and TransactionSynchronization to execute custom logic at each transaction phase, improving robustness and maintainability.

JavaSpring BootSpring Framework
0 likes · 4 min read
Mastering Spring Boot Transaction Hooks for Advanced Business Logic
Tencent Cloud Developer
Tencent Cloud Developer
Jul 5, 2024 · Databases

Database Systems Reading List: Fundamentals, Design, Engines, and Optimizations

This curated bibliography compiles seminal database‑system papers—spanning foundational relational theory, system design for RDBMS and NoSQL, SQL engine optimization, storage structures, transaction and scheduling mechanisms, plus workload, networking, quality, and tuning research—each entry listing title, authors, year and a PDF link for scholars and practitioners.

Database SystemsQuery OptimizationStorage Engine
0 likes · 25 min read
Database Systems Reading List: Fundamentals, Design, Engines, and Optimizations
Spring Full-Stack Practical Cases
Spring Full-Stack Practical Cases
May 14, 2024 · Backend Development

How Spring 6.2 Eliminates Bean Initialization Blocking and Boosts Startup Speed

Spring 6.2 introduces asynchronous bean initialization, a new addSingletonCallback mechanism, global transaction rollback settings, and injection performance optimizations, eliminating blocking during multi‑threaded event publishing and dramatically reducing startup time, as demonstrated with code examples and performance test results.

Bean InitializationJavaPerformance Optimization
0 likes · 9 min read
How Spring 6.2 Eliminates Bean Initialization Blocking and Boosts Startup Speed
Selected Java Interview Questions
Selected Java Interview Questions
May 9, 2024 · Backend Development

Designing Distributed Transaction Solutions for Financial Reimbursement Workflows

The article explains how to handle distributed consistency when a financial reimbursement process involves MySQL writes and remote calls to BPM and SAP systems, analyzes failure scenarios, and proposes a split‑transaction approach using a task table, scheduled jobs, and Spring's afterCommit hook.

BPMMicroservicesMySQL
0 likes · 7 min read
Designing Distributed Transaction Solutions for Financial Reimbursement Workflows
Architect
Architect
Mar 25, 2024 · Backend Development

Designing Payment Business Architecture: Process Decomposition, Sequence Diagram, and Structural Design

The article explains how to analyze, decompose, and design a payment system by breaking the workflow into modules, illustrating pre‑payment, third‑party integration, and post‑payment stages with sequence diagrams, and proposing a data‑structure model that covers account management, transaction records, order handling, and related business components.

Data ModelingTransaction Managementarchitecture
0 likes · 10 min read
Designing Payment Business Architecture: Process Decomposition, Sequence Diagram, and Structural Design
Spring Full-Stack Practical Cases
Spring Full-Stack Practical Cases
Jan 29, 2024 · Backend Development

Why Spring Transactions Fail and How to Fix Them

This article examines common scenarios that cause Spring transaction management to fail—such as non‑public methods, swallowed exceptions, incorrect rollback settings, self‑invocation, final methods, wrong propagation, asynchronous threads, unsupported database engines, and misuse of @Transactional—and provides concrete code‑level solutions to ensure reliable transactional behavior.

JavaSpringTransaction Management
0 likes · 10 min read
Why Spring Transactions Fail and How to Fix Them
Java Architect Essentials
Java Architect Essentials
Dec 22, 2023 · Backend Development

A Comprehensive Overview of MyBatis Architecture and Core Components

This article provides a detailed, global‑level review of MyBatis, covering its main features such as SQL mapping, dynamic SQL, parameter and result mapping, transaction management, connection‑pool integration, second‑level cache, as well as the three‑layer architecture, configuration parsing, proxy creation, and SQL execution process.

JavaMyBatisORM
0 likes · 9 min read
A Comprehensive Overview of MyBatis Architecture and Core Components
Spring Full-Stack Practical Cases
Spring Full-Stack Practical Cases
Oct 16, 2023 · Backend Development

Master Spring Bean Injection: Prototype in Singleton, Lazy, Transactions & More

This guide explains how to handle various Spring bean injection and transaction challenges, including injecting prototype beans into singletons, using @Lazy, registering abstract beans, resolving multiple bean conflicts, forcing rollback without exceptions, injecting static fields, ensuring transaction consistency, enabling non‑public transactional methods, custom component scanning, and adding interfaces via AOP.

Bean ScopeJavaSpring
0 likes · 12 min read
Master Spring Bean Injection: Prototype in Singleton, Lazy, Transactions & More
Spring Full-Stack Practical Cases
Spring Full-Stack Practical Cases
Oct 8, 2023 · Backend Development

Spring Transaction Deep Dive: Thread‑Bound Connections and Multithreaded Consistency

This article explains Spring's transaction core, showing how TransactionInterceptor and TransactionAspectSupport use AOP to bind a Connection to ThreadLocal, walks through key code snippets for creating, committing, and rolling back transactions, and demonstrates a JUC‑based solution for maintaining transaction consistency across multiple threads.

JavaJdbcTemplateSpring
0 likes · 9 min read
Spring Transaction Deep Dive: Thread‑Bound Connections and Multithreaded Consistency