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Shenbaga Varna S

Topics: Aerospike Clickhouse DevOps MongoDB MySQL PostgreSQL proxysql SQL Server TiDB Xstreami
Popular: How ProxySQL Query Routing Works Dynamically

Author Blogs

What Is ProxySQL? A Complete Overview

ProxySQL is one of the advanced software load balancer that we have in market. ProxySQL has an in-built abilty to identify the reads,writes and route the write traffic to master and read traffic between the available slaves. One occurence of a Replication delay or server crash or replication breakag

2655 views
Top ProxySQL Features Every DBA Should Know

ProxySQL provides several features to improve the performance, flexibility, and security of MySQL environments. This blog covers query caching, query routing, query mirroring, query rewriting, and data masking, along with how these features can help manage database traffic, optimize queries, test changes, and protect sensitive data.

1111 views
Why Use MongoDB for Modern Applications

Next generation databases must address some of the points such as being non-relational,highly available,open source and horizontally scalable. NoSQL databases has much increased features when it comes to non-structural data. In this article, we will discuss basics of NoSQL databases and why you need.

1580 views
Fixing the MariaDB Galera Bug: WSREP Lock Waits

A MariaDB Galera cluster can experience severe stalls when concurrent updates to the same primary key trigger an unexpected deadlock issue. This blog explains how we reproduced the issue in MariaDB 10.2, why the affected node became unresponsive, and the recovery and upgrade options used to resolve it.

4483 views
PostgreSQL Autovacuum Explained in Detail

This blog explains how PostgreSQL Autovacuum works — covering the launcher/worker process model, the exact formula that decides when a table becomes eligible, and the key differences between VACUUM, Autovacuum, and VACUUM FULL. It includes an interactive eligibility calculator, tunable parameters, monitoring queries, and best practices to help DBAs prevent table bloat and transaction ID wraparound.

1714 views
MySQL vs ColumnStore vs ClickHouse Benchmark

Choosing the right database for analytics depends on the workload, data size, and query patterns. This blog compares MySQL, MariaDB ColumnStore, and ClickHouse using a large time-series dataset. The benchmark compares storage usage and query performance, with ClickHouse delivering the best results for this particular workload and ultimately being selected for production.

12045 views
Understanding the Spider Storage Engine

MariaDB Spider is a storage engine that supports federation and sharding across multiple MySQL or MariaDB servers. It helps distribute data and workloads, making it useful for scaling large datasets, balancing traffic, and improving data retrieval through parallel processing.

1686 views
High Availability for MySQL using Orchestrator and ProxySQL

Auto slave promotion without any DBAs intervention using Orchestrator and ProxySQL. If you are looking for a HA solution without going for synchronous replication or Aws RDS then Orchestrator with ProxySQL is a great choice.

3257 views
How ProxySQL Query Routing Works Dynamically

ProxySQL can help manage MySQL traffic and reduce the impact of unexpected database load. This blog explores a real-world case where a sudden CPU spike was traced to a frequently executed, unindexed query. By using ProxySQL to route the query to a replica, the load on the MySQL master was reduced without requiring immediate application changes.

24342 views
A Guide to SQL Server Data File Splitting

Huge data blocks resides under single MDF file might cause a performance of the query and impact the application services. This blog help you to understand how we can the split the single MDF file into multiple data files.

559 views
Exploring the Types of SQL Server Replication

MSSQL server replication allows data to be copied between SQL Server databases for different availability and data distribution needs. The three main types are Snapshot Replication, Transactional Replication, and Merge Replication. This guide explains how each type works, its advantages and limitations, and when it is best suited for different traffic patterns.

1826 views
Running SQL Server on Linux: What to Know

SQL Server 2017 brings the best features of the Microsoft relational database engine to the enterprise Linux ecosystem, including SQL Server Agent, Azure Active Directory (Azure AD) authentication, best-in-class high availability/ disaster recovery, and unparalleled data security.

1359 views
How TiDB 7.4 Resource Isolation Improves Workloads

TiDB Resource Control helps manage resource usage by assigning limits and priorities to different workloads. It allows high-priority applications to get the resources they need while preventing other workloads from affecting critical operations. This is especially useful when multiple teams or workloads share the same TiDB cluster.

511 views
A Practical Guide to MongoDB Schema Validation

MongoDB schema validation helps maintain data consistency while preserving MongoDB’s flexible document model. It allows you to define rules for document structure, required fields, data types, and permitted values using JSON Schema. It also demonstrates how MongoDB rejects documents that fail the defined rules, helping applications prevent unintended schema changes and invalid data.

801 views
How Selective Row Replication Works: MySQL to TiDB

Analytics with TiDB's Row-Wise Filtering. Discover how our client slashed costs and boosted flexibility with TiDB's granular data management features. Dive into the future of database optimization with Mafiree

480 views
Why Use Aerospike for High-Performance Apps

Aerospike is a high-performance NoSQL database built for real-time, mission-critical applications. It delivers low-latency performance, horizontal scalability, high availability, strong consistency, and cross-data-center replication, making it suitable for workloads such as ad tech, gaming, and recommendation systems.

232 views
Optimizing Storage Using TiDB Placement Rules

TiDB Placement Rules help control where data is stored within a TiKV cluster. By assigning data to specific storage tiers, zones, or hosts, they can improve performance, resource utilization, and cost efficiency.

0 views
From Arrays to UUIDs: ClickHouse Functions That Will Surprise You!

Unlock the full potential of ClickHouse with these must-know functions. From data transformation to advanced analytics, elevate your database skills today!

5290 views
A Practical Guide to PostgreSQL Load Balancing

Load balancing in PostgreSQL distributes client connections across multiple database servers to improve performance, scalability, and availability. This guide compares Pgpool-II, ProxySQL, and HAProxy, covering their key features, advantages, limitations, and suitability for PostgreSQL workloads.

1 views
Check Constraints in MySQL

Master Database Integrity with Check Constraints: Improve Data Quality and System Performance

3 views
Speeding up ClickHouse Queries: Materialized Views vs. Refreshable Views Explained

Learn how materialized views and their refreshable counterparts simplify complex analytics by precomputing results, boosting query performance, and enabling near real-time decision-making.

13 views
How to rollover indexes automatically using ISM policies in AWS OpenSearch

Learn how to automate index rollover in AWS OpenSearch using ISM (Index State Management) policies to manage your log data efficiently and ensure optimal search performance.

2 views
Real-Time ETL at Scale: How Xstreami Transformed Data Operations for a Major Transportation Company

In the fast-moving world of logistics and transportation, real-time data management is critical. A leading transportation company, handling millions of transactions per hour, faced growing complexity in managing, transforming, and analyzing operational data.

3 views
MySQL 8.4 Migration: Key Changes for IT Leaders

Explore the 8 critical changes in MySQL 8.4 you need to know before migrating your production environment. From authentication updates to InnoDB defaults, this release brings significant operational implications for developers and DBAs.

7 views
How to Automate Data Deletion Using TiDB TTL

TiDB TTL (Time-To-Live) automatically removes expired rows based on a defined retention period. It helps manage growing datasets, reduce storage usage, and minimize the need for manual cleanup. This guide covers TTL configuration, scheduled cleanup jobs, conditional expiration, monitoring, and key limitations.

2 views
MySQL’s Connection Control Plugin for Brute-Force Protection: A DBA Security Guide

“Fortify Your MySQL Security: Slow Down Attackers with Connection Control Plugin” Learn how the MySQL Connection Control Plugin helps defend against brute-force login attempts by introducing intelligent, progressive delays—without locking out legitimate users.

4 views
Change Data Capture (CDC): How It Works, Benefits & Real-World Use Cases

Each second, databases are constantly changing—and this is where change data capture plays a crucial role. As updates happen across systems, applications need a way to instantly know what changed without scanning entire datasets. Change Data Capture (CDC) solves this by tracking only the changes and delivering them in real time, enabling systems to stay in sync and power efficient, scalable real-time data pipelines.

1458 views
What is ETL? How Modern ETL Pipelines Power Real-Time Data

Modern systems don’t suffer from a lack of data — they suffer from too much of it, in too many places. Every service, application, and platform generates its own stream of information. Transactions, logs, user actions, system events — all flowing continuously, but rarely in sync. The real challenge isn’t collecting data anymore. It’s making sense of it. That’s where ETL begins its quiet work in the background.

637 views
Zero-Code ETL: A Modern Approach to Data Pipeline Integration

Zero-Code ETL simplifies data integration by replacing complex coding with visual workflows, automation, and prebuilt connectors. It helps businesses deploy pipelines faster, reduce maintenance effort, support real-time data movement, and scale operations more efficiently, allowing teams to focus on insights rather than managing infrastructure.

195 views
MySQL Consultant: When to Call in a Performance Expert

Most MySQL slowdowns are fixable in-house. A smaller set of problems keep coming back, keep growing, or sit outside what routine tuning can solve — and that's the line worth knowing before an incident forces the decision for you.

261 views
ProxySQL vs HAProxy for MySQL High Availability: Complete Comparison 2026

ProxySQL excels in MySQL-specific query routing, read/write splitting, and performance tuning. HAProxy offers robust load balancing across multiple protocols and is ideal for general-purpose proxying. Choose ProxySQL if your focus is on MySQL optimization; select HAProxy for broader application-level load balancing. Both tools support failover mechanisms but with different levels of database-specific integration.

276 views
MySQL Consulting vs In-House DBA: Which Is Right for Your Team?

Choose an in-house DBA when you need continuous database ownership, deep knowledge of internal systems, and day-to-day operational control. Choose MySQL consulting when you need specialized expertise, performance tuning, migrations, complex troubleshooting, or additional database capacity without hiring a full-time specialist. A hybrid model can be the best fit when your team handles routine database operations internally but needs external expertise for complex projects, peak workloads, or specialized MySQL problems. The right choice depends on workload consistency, technical complexity, required coverage, internal expertise, scalability, and total cost—not simply the hourly or salary cost. Mafiree's managed database services provide ongoing MySQL support alongside specialized database expertise for organizations that need more flexibility than a purely in-house model.

162 views
MySQL Deadlock Analysis: Diagnosing and Resolving Lock Contention in High-Concurrency Workloads

A MySQL deadlock occurs when two or more transactions hold locks that each other needs, creating a circular dependency that prevents them from proceeding. InnoDB detects the deadlock and rolls back one transaction; applications typically receive MySQL error 1213 and should safely retry the transaction. To diagnose a deadlock, start with SHOW ENGINE INNODB STATUS; for recurring incidents, use innodb_print_all_deadlocks and Performance Schema data_locks and data_lock_waits to investigate lock relationships. Common causes include inconsistent transaction ordering, long-running transactions, and inefficient indexing or locking patterns. The most effective fixes are to keep transactions short, access shared resources in a consistent order, optimize the indexes used by locking statements, and implement safe retry handling.

68 views
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