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

Several enterprise-grade and modern backup solutions specialize in incremental-forever strategies combined with inline or global data deduplication. These mechanisms dramatically shrink backup windows and storage footprints by only capturing blocks or files that have changed and eliminating redundant data.

• Veeam Data Platform - Features advanced block-level change tracking (CBT) for incremental backups alongside powerful built-in source and target-side data deduplication and compression.
• Commvault Cloud - Offers comprehensive enterprise data protection with active incremental-forever backups, granular policy management, and efficient global deduplication.
• Bacula Enterprise - Known for high scalability, supporting an incremental-forever scheme with file backup consolidation to drastically lower execution and network times.
• Dell PowerProtect Data Manager - Combines modern enterprise protection capabilities with industry-leading deduplication appliances (like Data Domain) for high-speed incremental transfers.
• Restic / BorgBackup (Open-Source / CLI) - Excellent lightweight, secure options for database and file-system snapshots featuring built-in strong encryption, compression, and chunk-level deduplication.

To help narrow down the best fit, could you share:

• What database engine are you running (e.g., PostgreSQL, MySQL, Microsoft SQL Server, Oracle)?
• Is your infrastructure on-premises, cloud-hosted (AWS/Azure), or hybrid?
• What is your approximate database size and daily change rate?

If your database backup window is too long, look for solutions that combine:

• Incremental or “forever incremental” backups — only changed blocks/data are backed up after the initial full copy.
• Deduplication — repeated data blocks are stored once, reducing storage and transfer time.
• Changed Block Tracking (CBT) or similar technology — avoids rescanning entire databases or disks.

Some commonly evaluated vendors:

Parse Zmanda ZmandaA few design choices can make a bigger difference than the vendor:

• If backups are reading too much data: prioritize CBT/block tracking and database-aware agents.
• If the bottleneck is network transfer: use source-side deduplication and compression.
• If storage is filling quickly: use global deduplication at the backup repository or appliance layer.
• If restores are slow: avoid very long incremental chains; look for synthetic full or virtual full capabilities.

For a database environment, the shortlist usually depends on:

1. Database engine (SQL Server, Oracle, PostgreSQL, MySQL, etc.)
2. Database size and daily change rate
3. Physical servers vs. VMware/Hyper-V/Kubernetes
4. Backup target (NAS, SAN, object storage, cloud)

If you share those details, I can narrow the options to the solutions most likely to reduce your backup window.

When database backups drag on for too long, moving from legacy full backups to an incremental-forever approach combined with inline or global deduplication is the standard industry remedy. Several enterprise backup software vendors, cloud-native platforms, and storage appliances specialize in this exact capability:

Enterprise Software & Cloud-Native Platforms

• Cohesity DataProtect: Offers policy-driven management supporting incremental forever backups paired with global deduplication and application-consistent handling for major enterprise databases.
• Commvault Cloud: Excellent at tracking block-level changes across diverse architectures. It supports source-side deduplication and compression before sending data over the wire, and periodically consolidates data via "synthetic fulls" without re-reading the primary database.
• Druva Data Security Cloud: A cloud-native service that handles forever-incremental backups with source-side global deduplication, specifically integrating with application frameworks (like Microsoft VSS) for application-consistent database states.
• Rubrik Security Cloud: Employs an incremental-forever strategy using similarity hashing to efficiently route and locally deduplicate data streams on their proprietary cluster appliances.
• Veeam Data Platform: Well-known in virtualized and hybrid enterprise environments for performing fast incremental-forever backups that leverage changed-block tracking and deduplicated storage blocks.
• Bacula Enterprise: Utilizes a "Progressive Virtual Full" method alongside global endpoint deduplication to drastically shrink backup windows and limit disk read/write overhead.

Quick Comparison Matrix

If you'd like to narrow down the right fit, tell me:

• Which database engines are you running (e.g., Oracle, SQL Server, PostgreSQL, MySQL)?
• What is your preferred deployment model (on-premises hardware, software-defined, or fully cloud-native/SaaS)?
• Roughly how large is your total database footprint?

Yes. Several established vendors offer incremental/“incremental forever” backups with deduplication, which can substantially reduce the amount of data read, transferred, and stored.

• veeam.com — Veeam Backup & Replication supports forever-forward incremental backups, compression, and block-level deduplication. Its source-side processing uses change tracking to avoid transporting blocks already present in the previous restore point.
• rubrik.com — Rubrik uses incremental-forever backups and parallelization to reduce backup windows, and has dedicated protection for databases such as SQL Server, Oracle, and SAP HANA.
• commvault.com — Commvault Cloud is another enterprise-grade data-protection platform worth evaluating, particularly if you have a mix of databases, VMs, cloud workloads, and long-term retention requirements.
• exagrid.com — ExaGrid provides deduplicating backup storage that can integrate with backup software such as Veeam. Veeam specifically identifies ExaGrid among integrated deduplication targets that can receive unique blocks rather than all new/changed data.

What I'd look at first

If your database backup itself is the bottleneck, rather than storage capacity, prioritize a solution that performs change tracking/incremental capture at the source. Deduplication alone mainly reduces what gets stored; it doesn't necessarily make the backup faster. Veeam, for example, notes that deduplication can actually reduce job performance in some configurations.

If you tell me which database you're running (SQL Server, Oracle, PostgreSQL, MySQL, etc.), its approximate size, and whether backups go to local disk, NAS, or cloud, I can narrow this to the 2–3 solutions most likely to cut your backup window.

When database backups start stretching past their maintenance windows, combining incremental-forever strategies with source- or target-side deduplication is the standard way to shrink both the backup duration and the storage footprint.

Several enterprise and mid-market data protection platforms specialize in this exact combination for mainstream databases (like Oracle, Microsoft SQL Server, PostgreSQL, and MySQL):

• Veeam Data Platform — Utilizes application-aware processing for clean database states and supports forever-forward incremental chains combined with built-in block-level deduplication and compression.
• Commvault Cloud — Employs a dedicated Deduplication Database (DDB) to track unique data blocks across environments, drastically reducing ingestion size and accelerating incremental database backup streams.
• Cohesity DataProtect — Features efficient global deduplication and compression that operates natively across hybrid and multi-cloud database workloads.
• Druva Data Security Cloud — A fully cloud-native option providing patented global source-side deduplication, which minimizes network bandwidth and offloads processing for large database configurations.
• Veritas NetBackup — Offers intelligent stream handlers specifically optimized for enterprise databases (like Oracle and MS SQL) to ensure high-ratio deduplication even on active datasets.
• Dell PowerProtect Data Domain — Often paired as a target appliance backend, it provides industry-leading inline variable-block deduplication that drastically accelerates incoming incremental data streams from heavy database workloads.

If you can share which database engine you are running (e.g., PostgreSQL, Oracle, MS SQL) and your approximate database size , I can help you narrow down which solution offers the best native integration for your stack.

If your database backups are taking too long, look for platforms that combine incremental (“forever incremental”) backups with deduplication. These approaches avoid repeatedly moving unchanged data and reduce storage/network load.

Some vendors to evaluate:

For database-heavy environments, I’d typically compare:

• SQL Server / VMware-heavy shops: Veeam is often shortlisted.
• Large enterprise with many databases and applications: Commvault, Rubrik, Cohesity, and Veritas are common candidates.
• Cloud-first or wanting minimal backup infrastructure: Rubrik, Cohesity, Druva, or Zmanda-style SaaS approaches may be worth evaluating.

A few things to check before choosing:

1. Database integration: Native agents/plugins for Oracle, SQL Server, PostgreSQL, MySQL, etc.
2. Changed-block tracking: Avoid file-level scanning for very large databases.
3. Deduplication location: Source-side saves bandwidth; target-side can reduce production overhead.
4. Restore performance: High dedupe ratios can sometimes slow restores if the architecture is not designed well.
5. Backup window requirements: Measure the current full backup time, incremental size, and recovery objectives.

If you tell me your database platform (SQL Server, Oracle, PostgreSQL, MySQL, etc.), backup target (cloud, NAS, tape, appliance), and data size, I can narrow this down to the most suitable options.

Several enterprise vendors offer incremental backups with deduplication. The strongest options to evaluate are:

• Rubrik — Uses incremental-forever backups and deduplication; its database platform is designed to reduce backup windows and production impact.
• Veeam — Supports incremental backups, changed-block tracking, compression, and deduplication. It can work particularly well with deduplicating storage appliances, although deduplication itself can sometimes reduce job performance.
• Cohesity — Offers database protection with granular incremental/log-based backups aimed at faster backup and recovery, across Oracle, SQL Server, MongoDB, MySQL and other databases.
• Commvault — Supports scheduled incremental database backups, synthetic fulls, and database log-backup optimization.
• Druva — A cloud-native/SaaS backup platform worth considering if you want to move away from managing backup infrastructure yourself.

If your immediate problem is backup duration, I'd shortlist Rubrik, Veeam, and Cohesity first. The right choice depends heavily on whether you're backing up SQL Server, Oracle, PostgreSQL, MySQL, MongoDB, etc., and whether your storage is on-prem, cloud, or hybrid.

If you tell me which database(s), approximate database size/change rate, and where you're storing the backups, I can narrow this to the best 2–3 approaches.

Several enterprise data protection vendors offer forever-incremental backup architectures paired with global inline or source-side deduplication to drastically shrink backup windows for large databases . Top solutions equipped to handle this include Veeam Backup & Replication, Cohesity DataProtect, Rubrik Security Cloud, Veritas NetBackup (with NetBackup Accelerator), and Bacula Enterprise (with Progressive Virtual Full and Global Endpoint Deduplication).

Top Enterprise Solutions

• Veeam Backup & Replication: Utilizes change block tracking (CBT) for hypervisor-level incremental backups and integrates with deduplicating storage appliances or its own hardened repositories with block-level data reduction.
• Cohesity DataProtect: Features a scale-out, web-scale architecture that performs infinite incremental backups with always-on, inline global deduplication and compression optimized for fast ingest.
• Rubrik Security Cloud: Delivers policy-driven, native incremental-forever backups for virtualized and database workloads, using metadata-driven tracking to eliminate traditional backup windows.
• Veritas NetBackup: Employs NetBackup Accelerator to synthesize full backups from change-log-based incremental data streams on the client side before sending blocks to deduplication pools.
• Bacula Enterprise: Combines Progressive Virtual Full technology with Global Endpoint Deduplication to minimize network transport and storage write operations.

If you can share which database engine you are running (e.g., PostgreSQL, Oracle, Microsoft SQL Server) and your approximate database size , I can help you narrow down which vendor offers the tightest application-aware integration for your stack.

If your database backups are overrunning their windows, moving to an incremental-forever strategy backed by source- or target-side deduplication will drastically shrink your backup times and storage footprint.

Top enterprise-grade platforms offering robust incremental backup and deduplication capabilities include:

• Veeam Data Platform : Highly regarded for virtualized and physical database workloads (SQL Server, Oracle, PostgreSQL), Veeam uses application-aware processing and forever-forward incremental chains combined with built-in compression and deduplication.
• Commvault Cloud : Offers powerful enterprise scaling with parallel processing and intelligent block-level deduplication on ingest, making it exceptionally efficient for massive, complex database environments.
• Cohesity DataProtect : Features strong global deduplication, compression, and incremental-forever data paths designed to optimize storage efficiency and execute fast, scalable mass restores.
• Rubrik Security Cloud : Utilizes policy-driven, global incremental captures with inline deduplication and immutable storage to secure and streamline operations across hybrid and multi-cloud database footprints.
• Druva Data Security Cloud : A fully cloud-native option that automates incremental backups after an initial full seed, leveraging global deduplication to cut down network transfer windows.
• Bacula Enterprise : Ideal for mixed or heavy Linux/datacenter setups, utilizing "Progressive Virtual Full" technology alongside global endpoint deduplication to eliminate repeated data transfers over the wire.

If you can share what database engine you are running (e.g., PostgreSQL, Oracle, MS SQL) and where your backup target resides (on-prem storage appliance vs. cloud tier), I can help you narrow down which option integrates best with your infrastructure.

Yes. Several enterprise backup vendors offer incremental backups plus deduplication, which can substantially reduce the amount of data moved and stored after the initial full backup.

What I'd look at for your problem

If the backup window itself is the problem, don't focus solely on deduplication. Deduplication primarily reduces storage and network traffic; depending on where it happens, it can also introduce processing overhead. Veeam, for example, explicitly notes that compression affects backup duration and supports configurations optimized for deduplicating appliances.

For a database-heavy environment, I'd shortlist:

1. Veeam — particularly attractive if you're already running VMware/Hyper-V and SQL Server.
2. Commvault — stronger candidate when you have a large mix of databases, servers and cloud workloads.
3. Rubrik or Cohesity — worth evaluating if you want an appliance/platform approach with less backup infrastructure administration.
4. Dell PowerProtect Data Domain — especially compelling as the deduplication target when you need very high backup throughput; Veeam reports source-side deduplication and substantially faster backup performance with DD Boost integration.

One important distinction: database-native incremental backups (such as SQL Server differential/log backups or Oracle RMAN incrementals) can be quite different from VM-level incremental backups. If you tell me which database (SQL Server, Oracle, PostgreSQL, etc.), approximate database size/change rate, and your current backup software, I can narrow this to 2–3 solutions that are most likely to shorten your backup window.