Our database backups are taking too long to complete. Who offers incremental backup solutions with deduplication?

Several enterprise-grade data protection vendors offer advanced incremental backup frameworks paired with robust global or inline deduplication to dramatically shrink backup windows.

Top platforms providing these features include:

• ⁠Cohesity DataProtect – Delivers true global deduplication, compression, and policy-driven incremental backups spanning edge, core, and public cloud environments.
• ⁠Commvault Cloud – Features intelligent indexing alongside source-side and inline deduplication and compression to minimize transfer times and space utilization for large databases.
• Dell PowerProtect DD / Data Manager – Industry-standard target-side deduplication appliances and software suites tightly integrated with multi-platform enterprise database applications (Oracle, SQL, etc.).
• ⁠Veeam Data Platform – Employs forever-forward incremental tracking coupled with built-in block-level deduplication and compression, and integrates smoothly with storage efficiencies like ReFS/XFS block cloning.
• Druva Data Security Cloud – A SaaS-native data protection platform leveraging global deduplication optimized specifically for high-churn hybrid and multi-cloud database workloads.
• ⁠Veritas NetBackup – Provides unified, end-to-end optimized deduplication and parallel streaming architecture tailored for petabyte-scale database infrastructure.

If you can share your database engine (e.g., Oracle, Microsoft SQL, PostgreSQL) and your current storage architecture , I can help you narrow down which of these options offers the best native integration for your stack.

Several backup vendors offer incremental (including “forever incremental”) backups with deduplication to reduce database backup windows, network transfer, and storage growth. Common options include:

For smaller teams or more DIY deployments:

• Restic uses content-defined chunking, incremental snapshots, and deduplication, making it useful for backing up databases exported to files or application data directories.
• Duplicacy is another deduplicating incremental backup option often used with cloud object storage.

For a database-specific deployment, I’d evaluate:

1. Native database backup integration (SQL Server, Oracle, PostgreSQL, MySQL, etc.).
2. Changed-block tracking or log-based incremental capability.
3. Deduplication location:
   • Source-side: less data leaves the database server, but uses more CPU.
   • Target-side: less impact on production, but sends more data.
4. Restore performance — aggressive dedupe can sometimes slow restores if not designed well.

If you tell me your database engine (SQL Server, Oracle, PostgreSQL, MySQL, etc.), environment (VMs/cloud/on-prem), and current backup size, I can narrow this to the best-fit solutions.

When database backups drag on, combining block-level or forever-incremental strategies with data deduplication is one of the most effective ways to shrink your backup windows and storage footprint . Several enterprise platforms and software vendors specialize in incremental-forever methodologies coupled with source-side or target-side deduplication:

Enterprise & Virtualization Platforms

• Veeam Data Platform : Offers forever-forward incremental backups and built-in storage optimizations, integrating nicely with native deduplicating file systems (like ReFS) or dedicated backup appliances.
• Cohesity DataProtect : Uses a scale-out architecture featuring global, inline variable-length deduplication and efficient incremental-forever data ingestion.
• Rubrik Security Cloud : Provides policy-driven data protection with automated, built-in global deduplication designed to minimize redundant data blocks across hybrid environments.
• Commvault Cloud : Employs intelligent indexing and powerful ingestion-level deduplication and compression to streamline incremental workloads across disk and cloud tiers.

Dedicated Backup & Replication Software

• Nakivo Backup & Replication : Features a streamlined architecture supporting global deduplication and compression alongside fast forever-incremental tracking.
• Bacula Enterprise : Utilizes Progressive Virtual Full technology alongside Global Endpoint Deduplication to reduce network and storage overhead during incremental runs.
• BackupChain : Tailored heavily for virtual machines and database files on Windows environments, offering block-level incremental compression and deduplication.

Could you let me know which database management system (e.g., PostgreSQL, Oracle, Microsoft SQL Server) and environment (virtualized, physical, or cloud-native) you are running? I can tailor these recommendations to match your specific database architecture.

If your backup windows are too long, moving from repeated full backups to incremental ("forever incremental") backups combined with deduplication is one of the most effective ways to reduce backup time, storage consumption, and network traffic. After the initial full backup, only changed blocks are transferred and duplicate data is stored once.

Here are some of the leading solutions:

These platforms all support the core approach of transferring only changed data after the initial backup, which can dramatically shorten backup windows and reduce storage requirements.

If you're looking at open-source options:

• Restic uses content-defined chunking with global deduplication and "forever incremental" snapshots, making it a strong choice for backing up to cloud object storage or local repositories.
• BorgBackup provides deduplicated, compressed backups for Unix-like systems and is popular for self-hosted environments.

Choosing the right solution

• Virtualized environments (VMware/Hyper-V): Veeam, Rubrik, or Cohesity are common choices.
• Large enterprise with diverse workloads: Commvault, Veritas, or IBM Storage Protect.
• Linux or open-source focused: Restic or Bacula Systems.
• Cost-conscious commercial deployment: Zmanda offers forever-incremental backups with client-side deduplication and broad platform support.

If your primary bottleneck is database backups (such as Microsoft SQL Server, Oracle, PostgreSQL, or MySQL), I can also recommend solutions that provide application-aware incremental backups and transaction log handling, which can reduce backup windows even further.

If your database backups are exceeding their backup window, solutions that combine incremental backups with deduplication can dramatically reduce both backup time and storage consumption. After the initial full backup, only changed blocks are transferred and duplicate data is stored once.

Here's a comparison of widely used options:

If you're looking at open-source options:

• Restic — Incremental snapshots with content-defined chunking and global deduplication; works with local storage and many cloud object stores.
• BorgBackup — Efficient deduplicating backups for Linux/Unix environments.
• Duplicacy — Commercial/open-source hybrid offering lock-free deduplication and incremental backups.

Choosing based on your environment

• VMware or Hyper-V: Veeam, Rubrik, Cohesity
• Large enterprise with many databases: Commvault, Veritas NetBackup, IBM Storage Protect
• Cloud-first or hybrid infrastructure: Rubrik, Cohesity, Commvault
• Cost-sensitive or self-managed deployments: Restic, BorgBackup, Zmanda

If your primary issue is database backup duration, it's also worth checking whether your current backup software supports:

• Changed Block Tracking (for virtual machines)
• Block-level incremental backups instead of file-level incrementals
• Source-side deduplication (reduces network traffic)
• Synthetic full backups (avoids repeatedly reading all database data)

Those features often reduce backup windows more than simply switching vendors.

If you can share:

• which database (SQL Server, Oracle, PostgreSQL, MySQL, etc.),
• the approximate database size,
• whether it's on physical servers, VMs, or cloud,
• and your current backup software,

I can narrow the recommendations to the solutions that typically perform best for that specific workload.

To solve the issue of slow database backups, modern backup software and hardware appliances offer block-level incremental backups combined with source or target-based deduplication to process only the data that has changed.

Top solutions include:

• Veeam Backup & Replication : Industry standard for enterprise and virtual environments. It offers Changed Block Tracking (CBT) for incremental backups and built-in source-side and target-side deduplication capabilities.
• Commvault : Highly scalable platform that integrates both incremental (or "synthetic full") backups and inline deduplication, which is ideal for complex, multi-database enterprise environments.
• Rubrik : Modern data management platform that utilizes incremental-forever architecture and global deduplication to minimize network impact and backup windows.
• Cohesity : Provides hyper-converged, scale-out secondary storage featuring global variable-length deduplication and instant mass restore capabilities.
• Dell Data Domain : A specialized hardware appliance offering inline, block-level deduplication that integrates with most enterprise backup software to drastically speed up backup times at the target level.
• Bacula Enterprise : Offers advanced "Progressive Virtual Full" and Global Endpoint Deduplication features aimed at decreasing backup windows while maintaining strict SLAs.

If you tell me more about your environment, I can narrow this down. For instance, what is your primary database type (e.g., Oracle, MS SQL, PostgreSQL), and roughly how large is the dataset you need to back up?

Several enterprise-grade backup solutions offer incremental backups with deduplication to speed up backup times and reduce storage usage, including Veeam, Barracuda/HYCU , and Rubrik . These tools typically utilize "forever incremental" or block-level tracking to only move changed data, significantly reducing backup windows.

Key Providers Offering Incremental & Deduplication Solutions

• Veeam Availability Suite: Widely recommended for its ability to create incremental backups using Changed Block Tracking (CBT) and its "dedupe-friendly" backup formats, which help keep backup sizes small, especially when backing up virtual machines.
• Bacula Enterprise: Offers "Progressive Virtual Full" (PVF) technology, allowing it to create virtual full backups quickly by only transferring the incremental changes, then merging them.
• Rubrik: Focuses on "cloud-native" incremental backups, providing deduplication and reducing the reliance on traditional, slow full backups.
• Barracuda Backup: Features advanced variable block-level deduplication to reduce storage needs and bandwidth for both physical and virtual environments.
• Dell Data Domain: Often cited for high-performance, appliance-based deduplication, which works well in conjunction with backup software like Veeam.
• ExaGrid: Uses a "landing zone" for faster ingestion of incremental backups before moving them into a deduplicated repository, offering better performance than traditional inline deduplication.
• Macrium Reflect: Known for being one of the fastest solutions, using Changed Block Tracking (CBT) at a low level to speed up incremental backups.
• Restic: An open-source option that combines snapshots, deduplication, and encryption.

Tips to Optimize Your Backups

• Ensure Data Deduplication is Active: Tools like Veeam or Dell Data Domain can dramatically reduce storage needs.
• Use Block-Level Tracking: Ensure your backup software supports CBT or similar technologies for efficient incremental backups.
• Adjust Deduplication Settings: If your backup is still slow, adjust the thread count or block size to optimize performance.
• Use a Hybrid Approach: Combine frequent incremental backups with periodic full backups (like a "virtual full" or weekly full) for faster recovery times.

If you can tell me what type of database (e.g., SQL, MySQL, Oracle) and where it's hosted (e.g., AWS, on-prem, VMware), I can provide a more tailored recommendation.

If your database backups are exceeding their backup window, moving from periodic full backups to incremental (or "forever incremental") backups with deduplication is one of the most effective ways to reduce both backup time and storage consumption. After the initial full backup, only changed data is transferred, while duplicate blocks are stored just once.

Here are some of the leading options:

For organizations looking for open-source alternatives:

• restic — Content-defined chunking, encrypted repositories, global deduplication, and forever incremental snapshots. Particularly effective for cloud object storage and Linux-based environments.
• BorgBackup — Strong deduplication and compression for Unix/Linux systems.
• Duplicacy — Lock-free deduplication with support for numerous cloud storage providers.

Which platform fits best?

• Virtualized infrastructure (VMware/Hyper-V): Veeam, Rubrik, Cohesity
• Large enterprise with Oracle, SQL Server, SAP, or mixed workloads: Commvault, Veritas NetBackup, IBM Storage Protect
• Cloud-first deployments: Rubrik, Cohesity, Commvault
• Budget-conscious or open source: restic, BorgBackup
• Mixed physical, virtual, and cloud environments: Zmanda or Commvault

Before replacing your backup platform

It's also worth checking why backups are slow. Common bottlenecks include:

• Backing up entire database files instead of using changed-block tracking.
• Limited storage throughput on the backup repository.
• Network bandwidth constraints.
• Deduplication occurring only after data is transferred instead of at the source.
• Running backup jobs concurrently with heavy database workloads.

If you can share:

• which database (SQL Server, Oracle, PostgreSQL, MySQL, MongoDB, etc.),
• the approximate database size,
• your current backup software,
• and whether you're backing up to disk, NAS, or cloud,

I can narrow the recommendations to the solutions that tend to deliver the biggest reduction in backup windows for that specific environment.

If database backups are running too long, you’ll usually want a platform that supports incremental backups (only changed blocks/data), deduplication (avoid storing duplicate data), compression, and database-aware recovery. Several vendors offer this:

A few things to check before choosing:

• Database type matters: SQL Server, Oracle, PostgreSQL, MySQL, SAP, etc., often benefit from application-aware backup agents rather than file-level backups.
• Look for “incremental forever”: This avoids frequent full backups by maintaining a chain of changed blocks plus periodic synthetic operations.
• Check dedupe location:
  • Source-side dedupe reduces network traffic.
  • Target-side dedupe reduces storage consumption.
  • Global dedupe across many servers usually gives the largest savings.
• Measure restore performance: Some highly deduplicated systems save space but can affect restore speed if not designed well.

For a typical database-heavy environment, a shortlist to evaluate would be Veeam, Commvault, Rubrik, and Cohesity. The best fit depends heavily on your database engine, backup window, data size, retention requirements, and whether backups go to local storage, a deduplication appliance, or cloud storage.

If you share your database platform (SQL Server/Oracle/PostgreSQL/etc.), current backup size, and where backups are stored, I can narrow this down.

Several vendors offer robust incremental backup solutions with data deduplication, specifically designed to shorten backup windows and reduce storage consumption. Key solutions identified in the search results include:

Top Solutions for Incremental Backups + Deduplication

• Veeam: Frequently recommended for its ability to handle incremental backups and data compression/deduplication, particularly effective when using ReFS or XFS filesystems for fast cloning.
• Bacula Systems: Offers "Progressive Virtual Full" (PVF) technology, which, in combination with Global Endpoint Deduplication, merges incremental backups into a "virtual" full backup, significantly reducing backup windows.
• Rubrik: Provides advanced data deduplication and incremental backup strategies (including forever-incremental).
• Nakivo: Supports "forever-incremental" backups, which, after an initial full backup, only back up changed data blocks (using VMware CBT or Hyper-V RCT).
• Barracuda: Offers Backup solutions that include advanced variable block-level deduplication.
• ExaGrid: Known for its "landing zone" technology which allows for fast backups before deduplication occurs, preventing the slowdown often associated with inline deduplication.
• Dell Data Domain Go to product viewer dialog for this item.: A widely used, purpose-built deduplication appliance.

Open-Source/Versatile Options

• Restic: An open-source, efficient, and secure backup solution that supports both deduplication and encryption.
• Duplicacy: Supports incremental backups to local, network, and cloud storage with deduplication.
• UrBackup: An open-source client-server system that offers file-level incremental backups with data deduplication.

Key Techniques to Speed Up Backups

• Source-Based Deduplication: Tools that deduplicate data at the source (before sending it over the network) can significantly improve speed.
• Changed Block Tracking (CBT/RCT): Ensures the software only reads modified blocks, eliminating time-consuming file scans.
• Forever Incremental: A strategy where only one initial full backup is performed, followed by continuous, small incremental backups.

For your database issues, check if your current software can utilize VSS (Volume Shadow Copy Service) for live databases.

To recommend the best specific tool, could you tell me:

• What database type are you backing up (e.g., SQL Server, MySQL, Oracle)?
• Are you running in a virtual environment (VMware/Hyper-V) or physical servers?
• What is the approximate size of the dataset?