Understanding Executor Framework vs Direct Thread Creation

The Executor framework decouples thread creation from task execution. Consider the following two implementations: 1: TaskExecutionWebServer.java package chapter06; import java.io.IOException; import java.net.ServerSocket; import java.net.Socket; import java.util.concurrent.Executor; import java.util.concurrent.Executors; public class TaskExec ...

Posted on Thu, 07 May 2026 17:57:28 +0000 by Ree

Understanding MySQL MVCC: Implementation and Performance Tuning

Understanding MySQL MVCC: Implementation and Performance Tuning Core Concepts Version Chain Mechanism MVCC enables InnoDB to maintain multiple versions of the same row data. Each modification creates a new version while preserving historical states through a linked structure. Undo Log Chain: When a row gets updated, InnoDB stores the previous ...

Posted on Thu, 07 May 2026 15:29:12 +0000 by Stephen

Immutable Objects in Java Concurrent Programming

Immutable Objects Let's examine the date conversion problem first. @Slf4j(topic = "c.DateParseDemo") public class DateParseDemo { public static void main(String[] args) { runAnalysis(); } private static void runAnalysis() { SimpleDateFormat formatter = new SimpleDateFormat("yyyy-MM-dd"); ...

Posted on Thu, 07 May 2026 13:45:29 +0000 by rptasiuk

Implementing Thread-Safe Counters in Java

In concurrent programmnig, a shared counter must be thread-safe to prevent data races and inconsistencies when accessed by multiple threads simultaneously. Two primary approaches to achieve this are using atomic variables and explicit synchronization via locks. Using AtomicInteger AtomicInteger provides atomic operations without requiring expli ...

Posted on Thu, 07 May 2026 13:32:40 +0000 by andrewgauger

MySQL Locking Mechanisms and Concurrency Control Strategies

Locks coordinate concurrent thread access to shared resources. In relational databases, they prevent data corruption during simultaneous reads and writes. MySQL delegates lock implementation to storage engines, resulting in distinct behaviors. MyISAM and MEMORY rely exclusively on table-level locking. InnoDB supports both table and row-level lo ...

Posted on Thu, 07 May 2026 08:39:32 +0000 by Zoxive