# Azure Data Lake Store Reviews **Vendor:** Microsoft **Category:** [Big Data Processing And Distribution Systems](https://www.g2.com/categories/big-data-processing-and-distribution) **Average Rating:** 4.5/5.0 **Total Reviews:** 40 ## About Azure Data Lake Store Azure Data Lake Storage is a cloud-based, enterprise-grade data lake solution designed to store and analyze massive amounts of data in its native format. It enables organizations to eliminate data silos by providing a single storage platform that supports structured, semi-structured, and unstructured data. This service is optimized for high-performance analytics workloads, allowing businesses to derive insights from their data efficiently. Key Features and Functionality: - Scalability: Offers virtually unlimited storage capacity, accommodating data of any size and type without the need for upfront capacity planning. - Security: Provides robust security mechanisms, including encryption at rest, advanced threat protection, and integration with Microsoft Entra ID (formerly Azure Active Directory) for role-based access control. - Integration: Seamlessly integrates with various Azure services such as Azure Databricks, Azure Synapse Analytics, and Azure HDInsight, facilitating comprehensive data processing and analytics. - Cost Optimization: Allows independent scaling of storage and compute resources, supports tiered storage options, and offers lifecycle management policies to optimize costs. - Performance: Supports high-throughput and low-latency data access, enabling efficient processing of large-scale analytics queries. Primary Value and Solutions Provided: Azure Data Lake Storage addresses the challenges of managing and analyzing vast amounts of diverse data by offering a scalable, secure, and cost-effective storage solution. It eliminates data silos, enabling organizations to store all their data in a single repository, regardless of format or size. This unified approach facilitates seamless data ingestion, processing, and visualization, empowering businesses to unlock valuable insights and drive informed decision-making. By integrating with popular analytics frameworks and Azure services, it streamlines the development of big data solutions, reducing time-to-insight and enhancing overall productivity. ## Azure Data Lake Store Pros & Cons **What users like:** - Users find the **easy integrations** with Azure and non-Azure products to be a significant advantage for their workflows. (1 reviews) - Users find the **fast processing** of Azure Data Lake Store essential for efficient data retrieval and integration. (1 reviews) **What users dislike:** - Users find it **difficult** to manage folders on Azure Data Lake Store due to size visibility and download limitations. (1 reviews) ## Azure Data Lake Store Reviews ### 1. Reliable and Scalable storage for Managing Bigdata **Rating:** 4.5/5.0 stars **Reviewed by:** Vivek R. | Data Engineer, Computer Software, Mid-Market (51-1000 emp.) **Reviewed Date:** July 16, 2025 **What do you like best about Azure Data Lake Store?** Azure Data Lake Store has been solid for handling high-volume data in our pipeline. We use it frequently for storing raw and processed data across different projects, and it scales well as our data grows. Integration with Azure Data Factory and Databricks makes implementation smoother and ease compared to setting things up from scratch. I also appreciate the access control flexibility through RBAC and ACLs. **What do you dislike about Azure Data Lake Store?** Setting it up initially took some time, especially figuring out the permission structure and understanding the pricing breakdown. It wasn’t the most intuitive process. Customer support is responsive, but sometimes it takes a few back-and-forths to get to the root of a more technical issue. Also, during high-frequency usage, there have been rare moments of latency, especially when querying large files directly. **What problems is Azure Data Lake Store solving and how is that benefiting you?** Azure Data Lake Store helps us manage and store massive volumes of structured and unstructured data in a centralized, cost-effective way. It solves the problem of scattered data sources and makes it easier to build a unified data platform for analytics and reporting. With its support for big data tools like Azure Data Factory, Synapse, and Databricks, we're able to process large datasets more efficiently. It has also improved our data governance by allowing granular access controls, which is especially useful when different teams need different levels of access. ### 2. A Reliable Data Storage Layer for Delta Tables, Parquet Files, and More **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Transportation/Trucking/Railroad | Small-Business (50 or fewer emp.) **Reviewed Date:** April 27, 2026 **What do you like best about Azure Data Lake Store?** It is our data storage layer. Where we store delta tables and parquet files images etc **What do you dislike about Azure Data Lake Store?** It's a bit of pain to get it setup unlike lakehousese in Microsoft fabric **What problems is Azure Data Lake Store solving and how is that benefiting you?** It is our data integration layer. Where we store the information form ADF synapse and other solutions ### 3. Scalable Solution for Big Data Analytics **Rating:** 4.0/5.0 stars **Reviewed by:** Martand S. | Senior Data Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** November 07, 2024 **What do you like best about Azure Data Lake Store?** The hierarchal namespace is a game changer for me. It makes your data retrieval, processing very fast. Another good point is easy integration with other Azure and non-Azure product. **What do you dislike about Azure Data Lake Store?** I would not say a dislike but on Azure data lame store you cannot see the size of a folder and cannot download the whole folder which makes is difficult sometimes to download complete folder. Although you can achieve this by using storage explorer. **What problems is Azure Data Lake Store solving and how is that benefiting you?** As a consultant and data architect we are using Azure data lake storage to maintain our data lake and a backend storage for databricks delta lakehouse architecture. ### 4. Exploring Azure Data Lake Store **Rating:** 5.0/5.0 stars **Reviewed by:** Ritik s. | Cyber Security Analyst, Enterprise (> 1000 emp.) **Reviewed Date:** August 01, 2024 **What do you like best about Azure Data Lake Store?** it is scalable, ease to use and implement,its cost efficient and easy to integrate with multiple soultion, it comes handy for use in case of processng data, **What do you dislike about Azure Data Lake Store?** limited support for certain features, outdated document, some users faces inosistance **What problems is Azure Data Lake Store solving and how is that benefiting you?** it helps me in resolving scalability challenges , we get high performance for data processsing, it helps in ensure data security meets compliance requirement ### 5. Very effective to use azure data lake **Rating:** 4.0/5.0 stars **Reviewed by:** Pallav A. | Software Development Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** June 27, 2023 **What do you like best about Azure Data Lake Store?** Azure Data Lake Store integrates well with other Azure services like Azure Data Factory, Azure Databricks, and Azure HDInsight. This integration enables you to build end-to-end data analytics solutions using a combination of these services. **What do you dislike about Azure Data Lake Store?** Setting up and configuring Azure Data Lake Store can be complex, especially for users who are new to Azure or cloud-based storage services. It requires understanding various concepts like Azure Active Directory, access control, and data partitioning, which may have a steep learning curve for some users. **What problems is Azure Data Lake Store solving and how is that benefiting you?** Scalability Integration with other Azure services Security and access control Schema flexibility It is helping in saving money as well because it is a Cost-effective storage ### 6. Ultimate solution to store your data on cloud storage. **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Enterprise (> 1000 emp.) **Reviewed Date:** June 07, 2023 **What do you like best about Azure Data Lake Store?** It can store data of any size, type and format in a single location for easy access and analysis. It is optimized for big data analytics workload and supports various framework, such as Hadoop, Spark, Hive etc. It is cost effective and offers pay as you go pricing model. It integrates well with other Azure services **What do you dislike about Azure Data Lake Store?** Even though It is very much helpful service from Azure, It also comes with some issues, which I dislikes. They are below It is little difficult to assign and maintain user permission and access control. It has limited integration with some services and APIs. It can be challenging to ensure data quality and governance. **What problems is Azure Data Lake Store solving and how is that benefiting you?** Due to solving real time busyness issues, We need to store huge amount of data of different type, size, format in a cost effective way. This data can be fetched in no time and easily accessed. ### 7. A Game changer for Efficient Data Management **Rating:** 4.0/5.0 stars **Reviewed by:** Abdul Alim B. | Associate consultant for Data Science, Enterprise (> 1000 emp.) **Reviewed Date:** June 14, 2023 **What do you like best about Azure Data Lake Store?** The scalability of Azure Data Lake is impressive. It effortlessly handles large volumes of structured and unstructured data allowing me to store and analyze vast amount of information without any limitation. **What do you dislike about Azure Data Lake Store?** Due to its extensive capabilities and features getting familiar with all aspects of Azure Data Lake is taking some time. The platform could host some tutorials for the user's ease. **What problems is Azure Data Lake Store solving and how is that benefiting you?** I am using it to process data from my client which is an FMCG company and it has been a seamless experience and makes my work easier. It also makes my performance faster. ### 8. The best and most secured datalake available in the market **Rating:** 5.0/5.0 stars **Reviewed by:** Rishabh T. | Senior Data Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** May 04, 2023 **What do you like best about Azure Data Lake Store?** Azure's Data Lake store is cheap, reliable, and easy to use and maintain. Being backed by Microsoft's infrastructure, I find it safe to store and maintain my business data on Azure Data Lake **What do you dislike about Azure Data Lake Store?** I don't see any issues with Azure Data Lake. It is designed very well and that is why it is one of the most used Azure Service across the globe. **What problems is Azure Data Lake Store solving and how is that benefiting you?** Azure Data Lake allows you to store all kinds of objects (files, videos, images etc) at one location. This gives user the ability to centrally administer the data estate. Also, it is very cheap which allows a lot of data to be stored in Azure Data Lake without much cost. ### 9. ADLS **Rating:** 5.0/5.0 stars **Reviewed by:** Rishikesh R. | Consultant ( Data Engineer ), Enterprise (> 1000 emp.) **Reviewed Date:** July 11, 2023 **What do you like best about Azure Data Lake Store?** Easy to access, and provide analytics support and hirererica namespace **What do you dislike about Azure Data Lake Store?** As a storage service i dont think there is any things to dislike **What problems is Azure Data Lake Store solving and how is that benefiting you?** It is used to store large amount of daya , raw and yransformed data both. ### 10. Cloud-based storage service provided for storing and analyzing data. **Rating:** 4.5/5.0 stars **Reviewed by:** Rahul C. | Associate Specilaist, Small-Business (50 or fewer emp.) **Reviewed Date:** June 07, 2023 **What do you like best about Azure Data Lake Store?** Scalable storage for big data analytics workloads. It offers unlimited storage capacity, allowing you to store and process large datasets efficiently. **What do you dislike about Azure Data Lake Store?** Cost, complexity, Data management and not Compatible with all analytics tools and frameworks **What problems is Azure Data Lake Store solving and how is that benefiting you?** It solves storing, managing, and processing large volumes of data. It is designed to handle structured and unstructured data, including text, images, videos, log files, and more. It allows us to store data in its native format, eliminating the need for upfront data transformation or schema enforcement. ### 11. Azure Data Lake Store is user friendly and support huge volume of data in any format **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Automotive | Mid-Market (51-1000 emp.) **Reviewed Date:** August 20, 2023 **What do you like best about Azure Data Lake Store?** Azure Data Lake Store is highly scalable, available, flexible to different storage requirement in Azure Data Cloud environment with highly secure and well defined access control. **What do you dislike about Azure Data Lake Store?** Azure Data Lake Store Data Pipeline requires improvement in event driven process like streaming and lack data validation options and query performance requires improvement **What problems is Azure Data Lake Store solving and how is that benefiting you?** Azure Data Lake was used to store "As-Is" data / raw data getting streamed from IoT devices before getting transformed into insightful and curated data for business requirement ### 12. ADLS **Rating:** 5.0/5.0 stars **Reviewed by:** Divya R. | Software Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** June 14, 2023 **What do you like best about Azure Data Lake Store?** We can store large amounts of data in structured and unstructured format. It's really helpful to store data **What do you dislike about Azure Data Lake Store?** Nothing like that. It's helpful for all data engineer to store data **What problems is Azure Data Lake Store solving and how is that benefiting you?** No such problem we faced during data storage ### 13. Azure big data storage **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Human Resources | Mid-Market (51-1000 emp.) **Reviewed Date:** June 08, 2023 **What do you like best about Azure Data Lake Store?** It is cheaper compared to database storage and has the capability to store different formats of files. **What do you dislike about Azure Data Lake Store?** Azure Data Lake is costly if we want to use it with some other cloud provider services like AWS and GCP. **What problems is Azure Data Lake Store solving and how is that benefiting you?** Since I work in a product based company, we have TB's of data which need to be stored and processed with analytics. Azure Data Lake storage is good service for us. ### 14. Azure Data Lake Store **Rating:** 4.5/5.0 stars **Reviewed by:** Amol Z. | Senior Data Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** June 07, 2023 **What do you like best about Azure Data Lake Store?** We can use data lake store to get AI and ML models to execute **What do you dislike about Azure Data Lake Store?** Configurations are a little bit complex to use **What problems is Azure Data Lake Store solving and how is that benefiting you?** Maintaining the stream data in data lake store ### 15. I have used this for store real-time data from different sources to Apply and train AI model **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Education Management | Enterprise (> 1000 emp.) **Reviewed Date:** June 07, 2023 **What do you like best about Azure Data Lake Store?** Speed don't reduced on data size increase Support parallel processing Easy to integrate with other data sources There is no limit of data size High speed throughput **What do you dislike about Azure Data Lake Store?** Privacy concerns Difficult to integrate legacy system Increase computes cost on increase data size **What problems is Azure Data Lake Store solving and how is that benefiting you?** Compatibility and size of the data get resolved by Azure Data lake store, and we are using other products/service of Microsoft ,so we get compatible benefits. ### 16. Likely **Rating:** 3.5/5.0 stars **Reviewed by:** Suhas B. | Associate Consultant, Mid-Market (51-1000 emp.) **Reviewed Date:** June 14, 2023 **What do you like best about Azure Data Lake Store?** Its cost tires storage and policy optimization **What do you dislike about Azure Data Lake Store?** Lack of data management and hard to optimize **What problems is Azure Data Lake Store solving and how is that benefiting you?** Its hard to integrate with other data storgae ### 17. Expierence with data lake store **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Enterprise (> 1000 emp.) **Reviewed Date:** June 22, 2023 **What do you like best about Azure Data Lake Store?** Scalability, it can be utilizes for wide range of store capacity in analytics. It has flexible security mechanism to secure our data. Very cost-effective cloud data lake **What do you dislike about Azure Data Lake Store?** It's memory intensive by useful for networking data and cloud storage. In analytics, the management of data pipeline and its monitoring can be effectively used. **What problems is Azure Data Lake Store solving and how is that benefiting you?** Data pipeline ### 18. Nice product **Rating:** 5.0/5.0 stars **Reviewed by:** Himani S. | Data Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** June 14, 2023 **What do you like best about Azure Data Lake Store?** Scalability,integration,security,compatibility and cost effective **What do you dislike about Azure Data Lake Store?** Complexity,learning curve,performance tuning,cost **What problems is Azure Data Lake Store solving and how is that benefiting you?** It is useful for storing client data ### 19. Very Convenient to store the data during Transformation **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Management Consulting | Enterprise (> 1000 emp.) **Reviewed Date:** September 02, 2022 **What do you like best about Azure Data Lake Store?** I would say it is the best storage provided by azure. It's easy to connect with data factory and databricks. In databricks, by using OAuth 2.0 authentication, we can easily mount the particular path with all the files, so we can easily use any transformation on that data. **What do you dislike about Azure Data Lake Store?** No backup can we maintain after deleting the file. If the user deleted any file by mistake, there is no backup provided by the data lake; there should be one recycler path for some days so the user can pick up the file easily. **What problems is Azure Data Lake Store solving and how is that benefiting you?** I have often used a data lake; during the data factory process, if we are fetching the data from any third source, we can easily maintain the data and store it using data lake storage by giving a specific folder structure. And on databricks I mount the path of a data lake and easily apply the queries for transformation, and can write the data directly on the data lake in parquet or CSV format. ### 20. Cool & Easy **Rating:** 5.0/5.0 stars **Reviewed by:** LANKE P. | Senior Data Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** August 21, 2022 **What do you like best about Azure Data Lake Store?** Easy to use, user-friendly interface. Even a novice learner can create and use data lake easily, it can be integrated with many other services like data factory and synapse analytics **What do you dislike about Azure Data Lake Store?** The integration is great but sometimes this can be of a great security risk if some got to know adls address which doesn't have proper security measures implemented, they can get into the system very easily **What problems is Azure Data Lake Store solving and how is that benefiting you?** I am using data lake as a staging layer for our data that is coming from our sources, from the we connect adls to azure data factory to pull an load data into SQL server ### 21. Cheap and efficient enterprise solution for data storage **Rating:** 5.0/5.0 stars **Reviewed by:** Rama Chandra Rao N. | Senior Consultant, Enterprise (> 1000 emp.) **Reviewed Date:** January 04, 2022 **What do you like best about Azure Data Lake Store?** There are a lot of things that I like about the data lake store 1. Cheap 2. Access from anywhere 3. Easy maintenance 4. Easy integration with different services **What do you dislike about Azure Data Lake Store?** 1. User permission assignment and maintenance are not easy. Microsoft has to find a better solution for this. 2. Need integration with more services 3. Need more API support for different functionalities and file operations 4. Data recovery process **Recommendations to others considering Azure Data Lake Store:** There are multiple versions of data lake available. I reviewed Data Lake Gen1 which is going to be retired by Feb 2024 (you can see it in the screenshot). So I recommend data lake Gen2 which is the better solution and have integration with many applications. **What problems is Azure Data Lake Store solving and how is that benefiting you?** Problems solved 1. Storage hundreds of terabytes of data 2. Making data available to multiple applications which can read the data extremely fast 3. Integration with different reporting applications Benefits 1. Less Cost 2. Easy Maintenance ### 22. Astonishing performance when processing data **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.) **Reviewed Date:** September 20, 2020 **What do you like best about Azure Data Lake Store?** 1. Easy to use and transform data using pipelines 2. Azure blob storage is awesome to transactional backups 3. Azure functions are pretty good for the rest API 4. Setting up the azure data lake store is quite easy 5. Giving roles to multiple users **What do you dislike about Azure Data Lake Store?** 1. Azure data factory costing is a bit high 2. There are no trail versions without giving the bank details **Recommendations to others considering Azure Data Lake Store:** 1. Very easy to transform data 2. Blob storage is pretty good and is quite easy to maintain database backups 3. Data analytics are very good in azure data factory 4. The security provided to secure data is simply awesome **What problems is Azure Data Lake Store solving and how is that benefiting you?** 1. Processing the data using pipelines ffrom azure data factory to azure data lake store. 2. Using Azure blob storage to maintain the transactional backup without getting corrupted. ### 23. Azure Data Lake Store **Rating:** 5.0/5.0 stars **Reviewed by:** Luis Guillermo C. | Analista de infraestructura TI, Mid-Market (51-1000 emp.) **Reviewed Date:** April 28, 2020 **What do you like best about Azure Data Lake Store?** What is a very economical data lake solution, conditionally very scalable for Big Data analysis, it is the combination of the potential of a high-performance file system. It seamlessly integrates with the various functions that DataLake Storage has. **What do you dislike about Azure Data Lake Store?** In general terms, I haven't seen anything negative since it's an app I'm researching. I have evidenced that it doesn't have massive scalability. **Recommendations to others considering Azure Data Lake Store:** I think it can start to be used in very basic processes, for development and data ingestion, the treatment of the same. **What problems is Azure Data Lake Store solving and how is that benefiting you?** I resolve that with it I have more speed, it is scalable, secure, and cost-effective in data analysis. Security is a very high point that the application offers, since just by entering a warehouse, you have everything. ### 24. Storage performance is very good **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** September 02, 2020 **What do you like best about Azure Data Lake Store?** Azure data lake storage performs very fast and it is cost effective we can store the data in multi structure format and unstructured format **What do you dislike about Azure Data Lake Store?** Nothing much to dislike but i would say cost is a bit high **Recommendations to others considering Azure Data Lake Store:** anybody wants to maintain proper data, i will suggest them azure data lake **What problems is Azure Data Lake Store solving and how is that benefiting you?** Analyzing and monitoring customer related data on a day to day base Azure data lake combines all my data in a single place i liked that personally ### 25. workloaddata processing and spark integration **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.) **Reviewed Date:** September 05, 2020 **What do you like best about Azure Data Lake Store?** It provides high storage of data in less cost.best for small budget as well as high budget companies.spark and apache hadoop is the best integration in data lake store **What do you dislike about Azure Data Lake Store?** Sometimes data lake store gets hanged.it requires high internet speed. **Recommendations to others considering Azure Data Lake Store:** When you have large amount of data uou can easily use datalake store for storage and workload processing **What problems is Azure Data Lake Store solving and how is that benefiting you?** Can store large amount with efficient work load processing with spark integration ### 26. Fastest and Reliable Advanced Data Service **Rating:** 5.0/5.0 stars **Reviewed by:** Pulkit J. | Azure Data Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** July 12, 2020 **What do you like best about Azure Data Lake Store?** 1) Easy Integration with Databricks 2) Azure Data Factory Integration 3) Hadoop File System Compatibility 4) Easy to Manage and Access **What do you dislike about Azure Data Lake Store?** Mounting and Unmounting of data lake store to Databricks Notebook sometimes becomes complex. **What problems is Azure Data Lake Store solving and how is that benefiting you?** Big Data Extraction and Transformation. ### 27. Excellent for big data management and analytical summation of products **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** July 29, 2020 **What do you like best about Azure Data Lake Store?** Azure Data Bricks and Azure Data lake store for storing and processing of data of any type **What do you dislike about Azure Data Lake Store?** Gets hanged on slow internet very often. **Recommendations to others considering Azure Data Lake Store:** We can use to process raw data to any form using azure data bricks and can be stored in any form we want **What problems is Azure Data Lake Store solving and how is that benefiting you?** Data management and preprocessing of data from raw data to processed data. ### 28. best in transforming data in any format **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** August 21, 2020 **What do you like best about Azure Data Lake Store?** using data factories for transforming data and scheduling jobs **What do you dislike about Azure Data Lake Store?** 1. cost and maintenance 2. cannot connect data lake store some times **Recommendations to others considering Azure Data Lake Store:** It can used to store large amount of data in any format **What problems is Azure Data Lake Store solving and how is that benefiting you?** Transforming the data in any format and storing large amount of data ### 29. excellent for converting unstructured data in structured format **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** July 26, 2020 **What do you like best about Azure Data Lake Store?** Apache sparx for converting unstructured data in structured data **What do you dislike about Azure Data Lake Store?** costing of data lake store is very high and maintainance is also high **Recommendations to others considering Azure Data Lake Store:** very useful in mainytaing huge amount of data **What problems is Azure Data Lake Store solving and how is that benefiting you?** formatting unstructured data in any format as per our requirement and maintaining huge amount of data ### 30. Good in maintaining any historical or huge data in any format **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** July 22, 2020 **What do you like best about Azure Data Lake Store?** Apache Sparx is very good for unstructured Data **What do you dislike about Azure Data Lake Store?** costing of data bricks and asking for bank details when registering on azure portal **Recommendations to others considering Azure Data Lake Store:** very good for maintaining historical data **What problems is Azure Data Lake Store solving and how is that benefiting you?** solving or formatting the unstructured data in storing and maintaining the data ### 31. Azure Data Lake: the future of cloud data storage **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.) **Reviewed Date:** July 11, 2020 **What do you like best about Azure Data Lake Store?** Can store any file datasource and collaboration with microsoft product **What do you dislike about Azure Data Lake Store?** Cannot optimize for query performance for azure data lake **Recommendations to others considering Azure Data Lake Store:** Easy to use **What problems is Azure Data Lake Store solving and how is that benefiting you?** If on premise cannot handle the large data .. we can user azure data lake which can store big size of data ### 32. Using it for unstructured data **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** July 16, 2020 **What do you like best about Azure Data Lake Store?** Apache sparx is very good for unstructured data **What do you dislike about Azure Data Lake Store?** Cost is too high for small organizations **Recommendations to others considering Azure Data Lake Store:** we can use it for maintaining proper data is data lake store **What problems is Azure Data Lake Store solving and how is that benefiting you?** Formatting unstructured data into structured data using data bricks ### 33. Good Performance **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** July 14, 2020 **What do you like best about Azure Data Lake Store?** filtering unstructured data in structured form **What do you dislike about Azure Data Lake Store?** High cost for small startups and business. **Recommendations to others considering Azure Data Lake Store:** Lake store connectivity issues should be solved **What problems is Azure Data Lake Store solving and how is that benefiting you?** filtering unstructured data in structured form ### 34. Performance in the storage layer **Rating:** 5.0/5.0 stars **Reviewed by:** Radoslav G. | Software Architect & Managing Partner, Computer Software, Enterprise (> 1000 emp.) **Reviewed Date:** September 22, 2019 **What do you like best about Azure Data Lake Store?** Azure Data Lake storage performs very fast as it provides a Hadoop compatible file system. It's cost-effective because it provides a way to manage your the lifecycle policy of your files. It has an integration with Azure Active Directory which is the best way to secure things in a big enterprise. **What do you dislike about Azure Data Lake Store?** Maybe it's a little bit hard to monitor and debug the real performance of your data lake store. **What problems is Azure Data Lake Store solving and how is that benefiting you?** We have implemented solutions using Azure Data Lake Store as the underlying storage for our customer's big data analytic needs. We have mounted it to Azure Data Lake Analytics and Azure Databricks. ### 35. Great replacement of HDFS for scalable analytics **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Services | Enterprise (> 1000 emp.) **Reviewed Date:** September 24, 2019 **What do you like best about Azure Data Lake Store?** Azure Data Lake includes all the capabilities required to make it easy for developers, data scientists, and analysts to store data of any size, shape, and speed, **What do you dislike about Azure Data Lake Store?** Nothing much to dislike about Azure data lake **What problems is Azure Data Lake Store solving and how is that benefiting you?** Big Data Analytics. Azure data lake analytics is the data storage layer housing the raw , process and staging layers for our data platform. Really robust and rugged to support the complex data processing. ### 36. Reviewing Azure Data Lake Store **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Automotive | Enterprise (> 1000 emp.) **Reviewed Date:** May 29, 2019 **What do you like best about Azure Data Lake Store?** This product provides constant innovation as new and new features get added on a regular basis. **What do you dislike about Azure Data Lake Store?** The cost has been relatively high. Also, there are so many features which sometimes becomes difficult to understand. They should provide some training on it. **Recommendations to others considering Azure Data Lake Store:** N/A **What problems is Azure Data Lake Store solving and how is that benefiting you?** Analyzing our customer related data on a daily basis and monitoring it. ### 37. Azure Data Lake Store - Efficient, Cheap and evolving **Rating:** 3.0/5.0 stars **Reviewed by:** Verified User in Business Supplies and Equipment | Mid-Market (51-1000 emp.) **Reviewed Date:** January 24, 2019 **What do you like best about Azure Data Lake Store?** Great options to connect to different distributed systems. Integration with Spark was simple and quick. Having access for root folder should be looked into to improve on security aspect. Do not use it as an alternative for Blob storage. USQL has limitations **What do you dislike about Azure Data Lake Store?** Limitations of USQL. Root folder access is mandatory if mounting on a computing engine Although it is good tool and very smart way to implement technology but Azure Data factory which is used to build pipelines need significant improvements in features such as allowing easy way to backfill data, also alerting is very limited. **What problems is Azure Data Lake Store solving and how is that benefiting you?** It lets me capture all my data in one place. It drives innovation, cost management, reduced time to market. ### 38. Used Data Lake for all our analytics for a long time but its time to move on **Rating:** 2.5/5.0 stars **Reviewed by:** Noah M. | Software Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** January 25, 2019 **What do you like best about Azure Data Lake Store?** Our app used Data Lake Store for a long time and we got lots of use out of it. It was easy to set up and query to gain insights. **What do you dislike about Azure Data Lake Store?** The cost became really high, and when we wanted to get more fine-grained analytics it became hard to find. **What problems is Azure Data Lake Store solving and how is that benefiting you?** Analyzing our users behaviors in our app to determine their pain points ### 39. Overall good product **Rating:** 5.0/5.0 stars **Reviewed by:** Kryzcel M. | Small-Business (50 or fewer emp.) **Reviewed Date:** May 15, 2018 **What do you like best about Azure Data Lake Store?** It allows me to capture all my data of any size and type. It is quick to access and it is of low cost. **What do you dislike about Azure Data Lake Store?** Because there are so many components It takes some time to fully understand it. There should be updated training available. **Recommendations to others considering Azure Data Lake Store:** There is not quick start guide so it does take some time to get used to it and **What problems is Azure Data Lake Store solving and how is that benefiting you?** It lets me capture all my data in one place. It drives innovation, cost management, reduced time to market. ### 40. Very Good Data Lake Product. Affordable Cost. Requires Integrator To Setup **Rating:** 4.5/5.0 stars **Reviewed by:** Sagar A. | Data Scientist - 3, Enterprise (> 1000 emp.) **Reviewed Date:** August 01, 2018 **What do you like best about Azure Data Lake Store?** Riche features, continuously evolving. Many integrators supporting solution setup. Affordable cost of ownership. **What do you dislike about Azure Data Lake Store?** Technical complexity requires integrator to setup. A training is not enough. **What problems is Azure Data Lake Store solving and how is that benefiting you?** Very good data lake solution, integrated with powerBI and CRM Dynamics. Affordable cost. Requires integrator to setup solution. ## Azure Data Lake Store Discussions - [What are the features of data lake storage account?](https://www.g2.com/discussions/what-are-the-features-of-data-lake-storage-account) - [What are the features of Azure Data lake?](https://www.g2.com/discussions/what-are-the-features-of-azure-data-lake) - [is there any free version of azure portal without giving any credit card details ?](https://www.g2.com/discussions/29966-is-there-any-free-version-of-azure-portal-without-giving-any-credit-card-details) - [can we format data without using data clusters in apache sparx](https://www.g2.com/discussions/29955-can-we-format-data-without-using-data-clusters-in-apache-sparx) - [how can i use data bricks in trial version](https://www.g2.com/discussions/29654-how-can-i-use-data-bricks-in-trial-version) - [View Azure Data Lake Store pricing details and edition comparison](https://www.g2.com/products/azure-data-lake-store/reviews?section=pricing&secure%5Bexpires_at%5D=2026-05-17+16%3A22%3A55+-0500&secure%5Bsession_id%5D=0d7820ec-e136-4aa9-8a65-ffe5b03223f7&secure%5Btoken%5D=294e4abf5bdfde3a61a7150db3efa2b3320053fdbaecd1f703a9941ebdfec5aa&format=llm_user) ## Azure Data Lake Store Integrations - [Amazon Simple Storage Service (S3)](https://www.g2.com/products/amazon-simple-storage-service-s3/reviews) - [Azure Data Factory](https://www.g2.com/products/azure-data-factory/reviews) - [Azure Synapse Analytics](https://www.g2.com/products/azure-synapse-analytics/reviews) - [Microsoft Fabric](https://www.g2.com/products/microsoft-fabric/reviews) - [MongoDB](https://www.g2.com/products/mongodb/reviews) ## Azure Data Lake Store Features **Database** - Real-Time Data Collection - Data Distribution - Data Lake **Integrations** - Hadoop Integration - Spark Integration **Platform** - Machine Scaling - Data Preparation - Spark Integration **Processing** - Cloud Processing - Workload Processing **Building Reports** - Data Transformation - Data Modeling - WYSIWYG Report Design - Integration APIs **Platform** - Mobile User Support - Customization - User, Role, and Access Management - Internationalization - Sandbox / Test Environments - Performance and Reliability - Breadth of Partner Applications ## Top Azure Data Lake Store Alternatives - [Snowflake](https://www.g2.com/products/snowflake/reviews) - 4.6/5.0 (686 reviews) - [Google Cloud Managed Service for Apache Spark](https://www.g2.com/products/google-cloud-managed-service-for-apache-spark/reviews) - 4.4/5.0 (15 reviews) - [Apache Beam](https://www.g2.com/products/apache-beam/reviews) - 4.1/5.0 (14 reviews)