Solve data replication challenges in multi-site businesses

By Beate Thomsen, Co-founder & Product Design - December 14, 2024

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Maintaining data integrity, accuracy and transparency is a key requirement for multi-site and international businesses striving to deliver impactful insights and increasing operational efficiency.

What is Multi-site replication?

Multi-site replication is a strategy used in distributed systems, databases, or networked environments where data is replicated across multiple geographically separated locations (or "sites"). This ensures that data is consistently available and synchronized across these sites, improving fault tolerance, availability, and disaster recovery.

Key Concepts in Multi-Site Replication:

  1. Data Replication: This process involves creating copies of data at each location, making sure that all sites have access to the same information.
  2. Multiple Sites: Replication is happening across more than two locations, often spread out geographically to improve redundancy and resilience. For instance, data can be replicated between data centres located in different countries or regions.
  3. Consistency: This refers to the challenge of maintaining a consistent view of data across all sites, even when changes occur at various locations. There are different techniques to make sure that there is data consistency across sites, such as eventual consistency, where data is updated gradually, or strong consistency which ensures immediate consistency. These methods can be adjusted to fit specific requirements.
  4. Fault Tolerance and Availability: If a disaster causes one site to go offline, another site can still manage requests using the replicated data. This minimizes downtime and ensures that services remain available.
  5. Reducing Latency: By strategically positioning data copies closer to end users in different regions, multi-site replication can decrease the time it takes for users to access data. This enhancement leads to better performance and a smoother user experience.

Types of Multi-Site Replication:

  • Master-Slave (Primary-Secondary) Replication: In this model, one site is identified as the "master" or primary location, where data modifications occur. The updates made at the master site are then distributed to the other sites, known as replicas or secondary locations.

  • Peer-to-Peer (Bi-Directional) Replication: In this method, each location has the same level of control to access and modify data. Any changes made at one location are automatically updated across all other locations. This approach necessitates the use of conflict resolution strategies, as modifications can happen at the same time in different locations.

  • Quorum-Based Replication: This method involves a system where a majority of sites, known as a quorum, must reach an agreement on any changes before they are finalized. This approach is beneficial for maintaining data consistency, even when certain sites are not accessible temporarily.

Challenges Businesses face with Multi-sites Data Replication

Listed below are top three areas where these types of business tend to experience the most pain:

  1. Sharing customer data.
    When customers buy products or services from operationally and geographically distributed entities within one large organization, easily sharing in-process and historical activity is essential to increasing customer value to the organization, and the organization’s value to the customer.  An accurate 360-degree view of a customer – maintained across geographically or operationally disparate operating units - delivers outstanding possibilities for effectively up-selling and cross-selling goods and services along with providing better customer service.  Operational and decision-making effectiveness and efficiency is realized through eliminating double data entry and manually collating data to produce actionable insight.  Marketing, Sales and Service Delivery strategies can be fine-tuned to offer the correct mix of products and services, using the customer’s history to align, fine-tune and adjust ongoing and planned strategic initiatives.

  2. Sharing product and other master data.
    Effectively handling product and pricing data is another key component to ensuring customers with a large footprint across multiple organizational entities have consistent and valuable interactions.  Often, it’s these key accounts that will be negatively impacted if products and pricing data is inconsistent across business entities, and these large accounts are usually the customers where delivering premium service is a priority.  Centralizing data management activities around products, pricing and other master data is a good approach, but effectively and efficiently maintaining sharing this data across entities – and supporting systems – is crucial.

  3. Transactional efficiency and quality.
    Numerous processes tap into this shared customer and master data.  CRM systems generally handle customer acquisition and sales activities handling marketing, leads and opportunity management.  Accepted quotes and closed sales need to be processed in ERP systems for distribution, invoicing and inventory management.  Inter-company transactions – a sales order from one entity generating a purchase order in another, for example – may be spawned from CRM sales and service activities.  

Read also: Data Replication 101: How to choose the right data replication solution for your business

These a just a few examples to illustrate the complexity multi-site and international businesses are facing when it comes to sharing data. Organizations rely on analysing activity across the enterprise quickly and effectively, and then adjust processes and policies impacting on-going operations and strategic initiatives. If data sharing strategies and processes are unreliable, cumbersome, or just plain not working or non-existent, the resulting inaccurate and inconsistent data causes financial and operational leadership to use workarounds and lots of manual effort to product meaningful, actionable reporting.  Simple things such as inconsistent or different dimension settings, differing SKU numbering, and conflicting costs, prices or exchange rates makes corporate reporting time consuming and often inaccurate.

Most multi-site businesses require fast, reliable data replication

Having one single system manage all data and all processes would make it much easier to maintain data consistency, but this approach brings other challenges due to the complexity, maintenance costs, and at times, lack of flexibility. Entities within a multi-site or international business tend to have different requirements and could even be operating in completely different domains.  Individual entities could face statutory compliance needs requiring an ERP system to be localised.
Larger, distributed organizations also tend to have CRM and ERP systems from different vendors and the way users interact with the systems are different. Where most ERP systems are transactional driven, following strict rules, CRM systems are often driven by events and triggers depending on the interaction with the customers.

The result: a significant need for fast, reliable, data replication and data integration in most multi-site and international businesses.

How to solve data replication challenges for multi-site businesses

The next question is how to solve these problems. In the old days, businesses would ask an IT vendor to develop an integration between the systems. But this has proven to be an expensive and rigid path to follow with significant lack of flexibility. Instead, multi-site and international businesses are using rich data integration platforms like Rapidi which utilizes application API’s to provide seamless and robust integration and replication of data without any programming. It’s secure and it gives you data that you can trust.  It fuels better reporting, better customer service, more deals and faster closing of the deals. It fuels your growth and your operation’s efficiency and it even creates happier and more successful employees and customers.

Forget all you thought you knew about how to replicate and integrate data and have a look at Rapidi Replicator: secure, fast data exchange.

Frequently Asked Questions

How can I improve the scalability of multi-site replication systems?

Divide data into smaller segments, known as shards, across different locations. Implement load balancing techniques to ensure traffic is evenly distributed, and increase the number of servers as necessary to accommodate growing demand.

What is the impact of network partitioning on multi-site replication?

Network partitions may lead to inconsistencies in data across different sites. To prevent this, consider implementing systems such as quorum-based replication or Raft consensus. These systems ensure that multiple sites must reach an agreement before any changes are made, thereby maintaining data consistency.

How do I balance cost and performance when implementing multi-site replication?

To enhance speed, implement asynchronous replication. Adjust the frequency of data replication to manage expenses effectively, and explore cloud replication as a means to decrease the costs associated with physical infrastructure.

How do I handle data sovereignty and compliance in multi-site replication?

>Ensure that data is stored in the appropriate regions to meet legal requirements. Utilize encryption to safeguard data, and verify that your replication strategy adheres to regulations such as GDPR or HIPAA.

How do I test the resilience of my multi-site replication setup?

Conduct tests to mimic site failures, verify the proper functioning of failovers, and carry out routine disaster recovery exercises to confirm that your system can efficiently recover from disruptions.


About the author

Beate Thomsen, Co-founder & Product Design

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As co-founder of the Rapidi Data Integration platform, Beate has spent over 15 years on its development, building it around her motto: 'keep it simple, functional yet beautiful.'
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