Presto is an open-source distributed SQL query engine that enables users to run interactive SQL over multiple data sources on a large scale. The solution’s architecture is simple and related to the database management system that uses MPP, where one coordinator node works in synch with multiple worker nodes.
Key features include Versatility, In-place Analysis, Query Federation, Scalability, and works with BI tools. The software provides analytics at high speed and offers users with high volume apps that perform sub-second queries. The platform enables users to access data from multiple sources within the single queue, such as customer data stored in MYSQL could be obtained easily from log data stored in S3.
Presto is an optimized platform that runs everywhere –on-premise or cloud and offers services to large organizations because of its scalability. It is a go-to platform for businesses such as Facebook, Airbnb, and many more to perform financial analysis for public markets. Training is provided through documentation and online, while customer support is available online.
ZPanel is a free, open-source, and one of the most accomplished web hosting control panels for the Windows, Linux, and Mac OS X servers. PHP takes advantage of many open source and free software packages to offer a secure and robust web hosting system. The advanced management solution being offered by the ZPanel will let you turn a home or business server into an easy-to-use, fully-fledged, and manageable web server.
It is already empowering many IT companies via multiple web hosting services and offering them a simple and easy-to-use way to automate their hosting issues, whether it is the web, email, or database. If you want to host your website or want to get web hosting services, ZPanel is the best source because it is packed with useful features and functions. In case you are unable to find the relevant solution, you can take advantage of its vibrant community members.
Kloxo is a free, open-source, and dedicated web hosting platform for the CentOS Linux and Red Hat distributors. It lets the servers and host administrators easily and operate a combination of Apache or Lighttpd with BIND or djbdns. It offers a graphical interface for easily switching between multiple programs without compromising data loss. It can transparently shift web, email, and DNS from one Apache-based server to another Lighttpd-based server.
Upon using this platform for the first time, you will find an integrated Installapp suite of one hundred and thirty different kinds of web apps capable of installing the hosted websites. The overall infrastructure of Kloxo is highly supported by a third-party application installer named Installatron that is available as a plugin. Kloxo supports many kinds of servers and offers many features and functions for servers’ IT support.
Froxlor is a server and hosting management platform to meet your day-to-day servers’ management requirements. It is developed by a team of experienced developers and server administrators to assist other IT and server administrators. If you want to simplify your hosting platform management system, then Froxlor is the best option for you because it offers simple but scalable management solutions.
This platform features advanced multitasking systems, availability of advanced SSL, PHP configuration system, system for managing resellers and customers, traffic calculation system, the creation of support tickets for the customers, themeable interface, highly encrypted and protected, and much more.
From managing your business dedicated servers to managing reseller and customers’ resources, all are possible by this single platform. You can determine which ports should go with SSL and allow your clients to store certificates per domain.
VestaCP is an open-source hosting platform that you can use for getting optimised configuration fro Low, Medium, and High RAM server types. It is super fast for dealing with all kinds of hosting requirements because its web interface is high-speed.
It even works faster when it comes to using its supported keyboard shortcuts. In addition to offering that level of professional expertise, VestaCP makes sure its users are secure all the time. The integrated advanced firewall system resolves all common issues. It is also packed with an enterprise-level of features.
Take the example of smart filters used for various services like apache, exam, and many others to ban the host IP address that makes too many login attempts. The password system of VestaCP is based on the Linux PAM authentication mechanism that deploys sha512 hashing algorithms to offer unique and secure passwords.
Hepsia is probably the most advanced web hosting control panel for managing multiple domains and hosting-related issues. It lets users easily register, transfer, and manage multiple websites from a centralized management platform using a single account. This platform’s drag and drop panel will let you manage all of the domains easily.
Four main advantages of using Hepsia are its intuitive interface, full site controlling all the time, mobile version availability to manage work from smartphones, and developers’ availability to modify its working style subject to the business-specific requirement. It offers great site management functionalities like drag and drops file manager, fully-featured domain manager, and a one-click web apps installer.
SolidCP is a free and open-source multiple server enterprise control panel for Windows operating systems. It lets its users easily control and manage unlimited servers. It also supports clustering, which is its additional advantage. It will allow you to resolve management issues on a centralized platform, so you will be able to give your clients freedom to manage their resources.
It is optimized for offering speed and usability simultaneously, for this being free and open-source that too goes into the favor of server administrators. One of the best things about SolidCP is that it easily works with all major enterprise-level hosting platforms. Either it is about getting the support of Sharepoint, Lync, Exchange, Microsoft CRM, or any other platform, SolidCP offers great support for external software. It will simplify your overall management work.
#7 Sentora for Windows
Sentora for Windows is an open-source web hosting control panel designed to work efficiently on multiple Linux distributions. It offers a scalable and hosting control panel for small to medium-sized internet service providers, as it is based on the modification of ZPanel. One of the best things about Sentora is that it features the common control panel functions and, at the same time, offers such tools and functions to the users that they need for their hosting management issues.
Users can take advantage of using its add-on store and integration of third-party modules to extend its functionalities. It aims to simplify the web hosting management process and give the user an advanced and robust system to manage all web hosting aspects easily.
Virtualmin is a free and open-source web hosting and cloud control platform dedicated to Linux and BSD systems. This Webmin-based module is designed for managing single and multiple virtual hosts from a single interface, just like other leading hosting management platforms named cPanel and Plesk. If you want to use a cost-effective and comprehensive management solution for virtual web hosting management issues, Virtualmin is a great one.
It is one of the most popular and comprehensive management platforms globally because of its user solutions. A lot of servers and web hosting platforms are available over the internet then why use Virtualmin? The main reason for using it is that it offers a powerful and flexible hosting control panel; with its full API, command-line interface, unmatched security features, and best support, you can be confident while using its management services.
Core-Admin is a single and multiple server administration platform designed to work as a centralized management platform. It offers instant access to all servers and related services. Using this server management platform, it will be easy to examine, configure, and monitor all connected servers quickly and let the end-users and clients take advantage of services available without bothering geographical limitations.
Core-Admin is making massive server administration really easy and simple for its users by offering state-of-the-art and cutting-edge extensible solutions for the management of multiple servers and devices. All of the administration-related tools and services are integrated into its powerful admin panel. The highly precise internal and external checking system and advanced event notification system will let you track all connected systems’ states to a centralized console.
DirectAdmin is a graphical web-based hosting platform programmed for managing and administrating websites easier and simpler than before. It is known to be one of the most powerful servers and website administration platforms because it can run servers worldwide.
Five main reasons for using DirectAdmin are it is easy to use and offers an easy way of controlling the system, its fastest services, stability, support by the expert servers managers, and flexible licensing options. The web hosting world is constantly evolving, and web owners also need cutting-edge management solutions.
This tool lets users stay updated with the availability of sophisticated solutions available on the internet. It is offering its services based on stability, security, and the latest technologies. The user interface of DirectAdmin is available in multiple languages, allowing users to manage their websites with ease.
ISPmanager is an award-winning web hosting and Linux Server Control Panel specialized in managing VPS and dedicated servers. It extends hosting and server management services to shared and reselling hosting as well. This tool is considered one of the best web hosting solutions available worldwide. Being a user of ISPmanager, you will get instant access to the services like managing websites, creating new users with specific access, handling multiple domains, managing emails, databases, and much more.
It is offering its services at very affordable prices for both virtual and dedicated servers. It also offers great support for an unlimited number of users and domains without charging extra charges. The panel already contains various built-in tools and services like encryption systems, website builders, antivirus, and much more, but still, users are allowed to create their own plugins by using documented API.
iMSCP stands for Internet Multi Server Control Panel, a highly efficient, robust, and scalable open-source multi-server control panel for personal and professional usage. It is packed with the functions and support of multiple protocols, modules, and services for other tools like Courier, Apache, Bind9, Dovecot, etc. One of the best things about this tool is that its users can extend its functionalities by additional plugins, and listener files, using event-based APIs.
iMSCP is particularly designed for professional internet and hosting service providers. It offers great support for many services and daemons like a web server, name server, MTA, MDA, multiple databases, FTP servers, and web statistics. It is simply one of the best hosting management platforms available over the internet.
BlueOnyx is a server distribution system and the provider of fully integrated online hosting platforms like emails, web, DNS, and file transfer services. This server administrator needs not be downloaded and installed as it is a web-based management platform. Being an open-source platform, it is available for free, along with all of its services and functions. Those server administrators who want to enjoy the enterprise Linux with a control panel for virtual hosting will surely like this platform.
It contains preconfigured Sendmail, Apache, ProFTPd, MySQL, Mailman, and much more. This program’s modern graphical user interface will let you get multiple access and control levels for your hosting requirements. BlueOnyx is highly efficient in dealing with multiple sites and servers, hosting multiple platforms, creating and managing MySQL databases, etc.
InterWorx is a multifunctional and cross-platform web hosting platform for the VPS and dedicated servers hosting. It is a fast and scalable service management platform capable of managing the hosting business, websites, and servers. Its main area of services is divided into two main sections – NodeWorx that is for managing servers, and SiteWorx is for managing a website in the cloud. All you need is to move to the relevant section, and you will be all set to start managing your websites and servers.
Both functions let their users manage the server and web-wide behavior and hosting accounts. It gives the IT administrators instant access to the current status of system services, a graphical representation of recent CPU, memory and bandwidth usage, and general website and server information. InterWorx is simply a one-stop interface for setting up and managing all kinds of hosting businesses.
Plesk is a commercial web hosting platform that every IT administrator needs for development, security, and web-based services. If you want to get a competitive edge in the cloud, you need to use this tool as it let the server administrators easily set up and manage websites, resell accounts, email accounts, databases, and all similar actions that are directly or indirectly linked to the server administration.
In short, it is one of the most accomplished and multi-functional hosting control panels available over the internet. This certainly provides you an opportunity to build your own control panel backed with a simple graphical interface, ready to code environment, and support for powerful extensions and plugins. All the important features required for development purposes that scale your business in the cloud are already part of it.
YunoHost is a server operating system allowing administrators and webmasters to develop a self-hosting platform for their hosting issues. It allows you to easily install your server with ease and gets patched on everything that you already have at home. It also supports multiple tools and applications for integration purposes.
This platform has outclassed single and multiple server management and administration systems. It lets the users manage their server the way they like, as they can manage their servers from their favorite web browser, or smartphone and even by a simple command line as well. Simply move to the official website to set up your account and start exploring what you can do with a sever.
#17 CentOS Web Panel
CentOS Web Panel is a free-to-use Linux web hosting control panel offering quick, secure, and easy management for both VPS and dedicated servers without the requirement of using SSH consoles at all. It offers many features and options to the IT administrators for server management in its single control panel. One of CentOS Web Panel’s best things is that it supports the migration of an account from the cPanel to its server management system for free.
You need to follow a few simple steps to shift your server management work from cPanel to this platform. After migrating your server from cPanel to CentOS Web Panel, you will be all set to enjoy state of an art modern control panel. Its simple migration wizard will restore all of your MySQL Users and MySQL database, and all websites from the public_html folder.
cPanel is one of the leading hosting platforms offering first-class support and web hosting services. It is one of the oldest and reliable hosting platforms whose services are arranged in an intuitive control panel. It’s time to grow your online business as this platform offers a hosting solution for personal and commercial purposes. Whatever business you are running on, the combination of cPanel and WHM are set to deliver you both virtual private and dedicated servers.
The key benefits of using this hosting management platform are that it will minimize your management cost and save time, unbeatable support, high dependability, easy to use interface with a simple navigation system, a large section of quality features, and free migration from several other control panels within no time. The hosting services of cPanel are trusted by leading web hosting MVPs across the globe.
Ajenti is a multiple server’s administration panels for managing and getting instant remote access. This platform requires an on-time installation process with no further requirement for tools or add-ons. It offers the IT administrators a fast and secure method to manage any remote Linux box using common tools like file manager, web terminal, text editor, etc.
The main advantages of using this tool are that it will allow you to access your server from anywhere you want, get a responsive remote terminal, and it is fully extensible with JS and Python. If your VPS scheme’s nature is complex and you have to offer user-supported, or use managed VPS, or even limit administrative rights, then this is a full-fledged solution to these issues. It takes good care of other resellers and customers’ issues like administration and permission modification, editing apache virtual host rules, and much more.
DataTables is a powerful jQuery plugin that helps you to create table listings and to add interaction to them. It is simple and easy to use to a plugin that also provides searching, sorting, and pagination without any configuration. The ultimate objective of the platform is to enhance the accessibility of data in HTML tables. It has two different process modes, such as Client-side processing and Server-side processing.
Each processing node has its advantages and disadvantages, but the core indicator for that mode you should select is based on the number of rows in your table. Instant searching, multi-column ordering, use almost any data source, fully internationalize, easily themeable, friendly, these are a core feature of the plugin. DataTables is a free and open-source plugin. That’s the way it is best for any kind of website. Try it out; it adds advanced interaction controls to your HTML tables.
ISPConfig is a multipurpose and open source hosting control panel for Linux-based servers, and it is capable of managing servers from its standalone platform, which does not require the support of any third-party services. Either it is about managing a single server or multi-servers, this platform knows how to manage them all. Similarly, for greater management, it is also installable on physical servers and virtual machines.
Using this platform you can enjoy multiple access levels like administrator, resellers, and clients. For the purpose of synchronization with other services, ISPConfig offers great support like SMTP, HTTP, FTP, POP3, BIND, MyDNS, Webalizer, and OpenVZ. Furthermore, the benefits of using ISPConfig is that it is open-source, free, stable, secure, ultrafast, with continuous development, documentation support, and enterprise support.
#22 The PI System
The PI System is an advanced data management tool designed for medium-sized businesses like startups and enterprises. It is compatible with desktop platforms such as windows and other operating systems. It collects data from different sources and builds operational intelligence with the help of existing data.
It converts operational data into actionable information to scale-up the businesses. It connects with multiple interfaces and gathers high-frequency data, conversions or standards from various sources or systems in both event-based and time series.
Top features of The PI System include translate data into a uniform structure, capture high quality & high fidelity data, productive analytics, collaboration and templates. Additional features regarding data includes data visualization, data where housing, data mining, data blends and many others.
The solution has reactive to proactive decision making with the help of time-access data. It supports small and initial deployment by deploying the scalable open infrastructure efficiently with ease. The PI System solution uses asset framework, advance computing engine, performance equations, PI cloud connect and many more.
#23 SAP Leonardo IoT
SAP Leonardo IoT is a platform that comes with built-in embedded intelligence to sense its environment and to interact with business systems and each other. It provides enterprises, a platform that creates insights by connecting data and business processes to deliver business outcomes. The service contains cloud deployment, Analytical services, and query models, and IoT data enriched with business context.
The platform redefines the customer’s experience by creating value-added services that complement the physical product of the businesses. It increases operational efficiency by integrating IoT data with other business applications and intelligent technologies. SAP Leonardo IoT offers IoT-enriched analytics by accessing IoT data to attain insights through SAP Analytics Cloud.
SAP Leonardo IoT also enables the higher authorities to maintain the control of data access with a granular authorization concept based on roles and hierarchies. Moreover, it ensures compliance and provides data security within the on-premise data center and in the cloud. SAP Leonardo IoT comes with a paid version, while customer support is available online through its Support Portal.
#24 Laravel Nova
Laravel Nova is a platform that offers an enhanced, designed administration panel to help the developers in the developing processes. It enables the developers to configure the entire dashboard with a PHP code, and as no Nova configuration is stored in the database, it is easy to deploy. The platform enables the users to add a Nova administration panel to their old Laravel applications. It offers effective resource management, such as a full CRUD interface for developers’ eloquent models.
It provides a queued action feature that keeps the actions running against the resources. It enables developers to write custom filters for resource indexes, allowing users to view different segments of data in a single glance. Laravel Nova will enable developers to take full control by adding lenses over their eloquent queries. Lastly, it provides custom metrics for developers’ applications in graphs form.
#25 Stitch Desk
Stitch Desk is a flexible software designed for real-estate developers that allow them to build more simply by using advanced tools and functions. The software comes with the cloud solution that permits you to simplify the management of the contractual and financial relationship with the property purchaser with the help of an automated process. Stich desk is assisting you to reduce the risk of delay, administrative cost, and to improve the satisfaction of buyers.
The effective contract management set the dimension for approval workflow that enables you to route entered documents such as quotes, and construction plans from the internal validation via sending notifications. Accounting features designed for the construction sector permit the smooth management of the gains and losses for accepted quotes, direct and credit invoice payments, your fixed and past time fees, and more. Stitch Desk is featuring a multilingual portal that allows buyers to consult published quotes and construction plans, validate and digitally sign them using an SMS, track payments, and more.
Hazelcast is a leading open-source, in-memory computing platform that allows developers to build the fastest applications. The software enables you to access a shared pool of RAM across a cluster of computers that set the tone for the performant applications, and new data-enabled applications can deliver transformative business power according to the requirement. Hazelcast comes with the distributed architecture that provides redundancy for continuous cluster uptime and availability of data lets you access to the most demanding applications.
The software is also dispensing in-memory solutions that permit you to grow demand for robust risk management, better fraud, and response time. Hazelcast also entitles you to get in-depth data analytics and is featuring to unlock more value from transactional systems via nimble integrations. The multiple product features include WAN replication, management center, cloud deployment, database integration, hot restart suite, automatic disaster recovery, rolling upgrade, security suite, and more. Hazelcast is now combined with IBM to optimize the existing applications and create new cloud-native applications.
GameCP is a reputable game server hosting control panel that will enable you to manage, create, control game, and voice server. The platform is easy to install and run and is compatible with the Linux and Windows devices. GameCP comes with the comprehensive customization option that allows you to modify every aspect of the control panel of your game that gives the ability to change the design, code, operation, and whatever you want.
You can take control not only a game but also hundreds of services available at a centralized location so, do not look up here and there. GameCP is dispensing rich customer support with an integrated system that gives you tools that needed in a control panel. The software automates the billing and order processing with your game control panel or uses an API and comes with the multiple admin features that are automatic user creation, manual user creation, queue system, and server control.
#28 OSIsoft PI
OSIsoft PI (OSIsoft PI System, from AVEVA) makes it easy for the companies to move from knowledge to transformation and helps them in transforming their operational data into actionable knowledge and business transformation. The solution comes with the ability to collect and analyze data in large volumes. It helps companies in opening new revenue streams, extreme equipment life, and increasing the capacity of production.
The solution ensures that their customers get the right data at the right time to unleash the power of innovation and value. The software is known for delivering the premier infrastructure for operations such as collection high-frequency data from multiple formats.
OSIsoft PI enables organizations to translate data into a uniform structure for contextualizing information and connect users to more than two hundred interfaces. It reduces the loss of data by data averaging and capture high-quality data with accuracy. Its Enterprise Agreement Program accelerates business transformation and provides a scalable open infrastructure for the future.
#29 Cockpit Project
Cockpit Project is an easy-to-use integrated platform that offers web-based interfaces for the servers. The platform allows users to view their server in a web browser and perform their tasks right from there. It is designed with users’ goals in mind, and it is easy to start containers, administer storage, configure networks, and much more. The platform’s owners keep checking its functionality to ensure that users can use it without any trouble.
Users can use the software and jump between a terminal and the web interface whenever and however they want. Users get a terminal embedded in it through which they can start or stop any service. Cockpit Project does not require a web server for its launch, and the platform does not use CPU when it is inactive. Lastly, it allows users to understand the health of their servers and monitor various servers simultaneously.
Printopia is a wireless printing application that allows users to print anything directly from their iPhone or iPad. Users only have to launch the app on their Mac device, and they can connect their cell phone with the Mac to print anything from the printer. The software is easy-to-use, and users can enlist five printers for their use at a single time.
The software allows users to have complete control over their printer settings, and they can customize it according to their needs. Users can choose a different paper tray directly from the device and can set color options and print quality.
Printopia comes with advanced scaling options along with margin detection and other printout options. Users can print something directly from their Dropbox, and they can even print files if the Mac is turned off. Lastly, users can print screenshots by sending them to the Mac in the PNG format.
#31 jQuery Dynatable
jQuery Dynatable is a reliable software for the agile implementation of datasets. The software comes with a straightforward and extensible API that interacts with the data. Dynatable is valuable to provide a framework to deal with the out-of-the-box element such as searching, sorting, and filtering.
The software is easy to operate, and operations are understandable and provide you with the clean and elegant API to use. There are multiple features on offer: change default sort functions, templated strings, Simplify API, automated test suite, configurable sorting algorithm, and more to add.
Blackhost is a hosting solution that maintains a balance between pricing, speed, and stability with high dedication to ensure your business can stay online 24/7. The highlights include reliability, security, and affordability. It stores information in a well-protected bunker capable of handling the nuclear attack on the servers. The number one reason for choosing Blackhost is the high availability it offers.
The services are online all the time to make sure clients don’t face issues, which can be a cause of disruption for them. Another advantage is instant setup, enabling you to get started within minutes. The platform allows you to resolve any issues by contacting the support team available 24/7. Other features include Disaster recovery, monitoring and management, security hardening, Hi-Tech data center, scheduled backups, custom backup, encrypted storage, mirror backup, and performance optimization.
#33 Apache Flume
Apache Flume is a platform that allows the users to flow their logs and data into another Hadoop environment. The platform offers services inefficiently collection and moving a large amount of log data to other platforms, and it comes with a flexible architecture based on streaming data flows.
The platform has such a design that it ingests data in a way, which makes it look like it is being used for real-time data analytics. This feature of Flume also makes it ideal for sensor data aggregation or IoT. Moreover, users can scale the platform horizontally with the increase of data.
Apache Flume enables users to gather logs from multiple systems and connectors to stream them further into various systems. Lastly, the platform also comes with a fault tolerance feature, which ensures that the data is delivered even in the event of failure, and is free software.
#34 .Net for Apache Spark
.Net for Apache Spark is one of the leading big data analytic platforms that provides C# and F# language bindings for the Apache Spark distributed data analytics engine. The software has all the functional controls based on agile technology that set the benchmark with a distributed processing engine for analytics over large data sets and can be used for the processing of real-time streams, ad-hoc queries, and batches of data.
The software is making stunners with the processing of the task that is distributed over the cluster of nodes, and data automatically cached in memory through which the computation time can reduce. There are multiple features to offer that are high volume data preparation, real-time processing of extensive stream data, professional machine learning, interactive query, and more. The software is facilitating organization with the exploration of large amounts of data in an exploratory manner, and it saves both money and time for building machine learning models.
#35 AWS Glue
AWS Glue is a powerful and effective ETL tool that enables the users to prepare and load their data for analytics easily. Through the AWS Management Console, users can efficiently run an ETL job with a few clicks. Users just have to attach AWS Glue to their data, which is stored on AWS, and it will analyze and store the data in its data catalog.
This cataloged data makes the data easily searchable, queryable, and available for extraction, transformation, and loading. The platform has integration with almost all of the Amazon applications, which reduces the hassle in accessing data.
AWS Glue is a cost-effective platform as it is serverless; it has no infrastructure cost. It is highly automated and can identify data formats and can suggest users how to use their data. Lastly, the platform performs all of its ETL processing in the cloud, which eliminates data management by the employees.
Webmin is a system configuration tool that is designed for system administration for Unix. Users can set up this tool on their system by using any browser which supports forms or tables and Java for the File Manager module. The platform consists of a web server and a CGI program file, which keeps the system updated.
Users can change the settings of common packages in a single click, such as databases or web servers. It can also manage groups or software packages easily. It comes with different links such as Actions log, Configuration, Server Index, Webmin Users, and other links. With these links’ help, users can easily access various editable options.
AtScale is a data warehousing solution that enables the users to access their data anytime, anywhere, through its multi-dimensional analytics engine. The platform accelerates data-driven decisions for businesses by maintaining and delivering data for analysis. It enables the business intelligence of any company to access data where it is stored instead of spending time in moving it.
The platform offers excellent security to keep the data safe and reduce complexity for availability, usability, and integration of data. Moreover, it provides a mixture of data warehouses such as Oracle and MPP or other storage solutions such as Hadoop.
Businesses can use both on-premise and cloud data storages as part of their data architecture. AtScale helps businesses in avoiding risks of incomplete or inaccurate data analysis by providing them unified data from all sources. Lastly, it reduces the cost and complexity of data movement by eliminating the need for ETL.
#38 Apache Impala
Apache Impala is an open-source native analytics database that provides low latency and high concurrency for analytic queries on Hadoop. The platform uses similar data files and format and resource management frameworks as Hadoop deployment to unify the infrastructure. It comes in integration with Hadoop security for authentication and offers enterprise-class security to businesses.
The platform allows the interaction of more users by using SQL queries or BI applications through a single metadata store. It allows the users to query data whether it is stored in HDFS or Apache HBase, which has raised the standard of Impala.
Apache Impala accesses the data directly through a specialized distributed query engine by circumventing MapReduce to avoid latency. It offers all data for the query with no delays for ETL. Lastly, the platform is open-source all the users to contribute in making it better software and provides a community for users to interact.
Druid is a platform that offers a modern cloud-native, stream-native analytics database to users. It provides instant data visibility, ad-hoc queries, and enables workflows to perform fast queries. The platform is open-source and presents itself as a competitive alternative to data warehouses. It streams data from message buses such as Amazon and batch load files for businesses.
The platform allows the users to unlock new workflows and queries for APM or supply chain. Moreover, the platform can be deployed both on-premise and on the cloud, and users can scale it up and down according to their data and use.
Druid enables the users to handle evolving schemas and nested data, and it segments data based on time to help the users in running time-based queries faster. The data on this platform is replicated multiple times, which keeps it safe even after server failures, and it comes with an automatic backup.
Snowflake is a cloud data service provider that allows businesses and users to keep their security and access it easily anytime. The platform enables the users to scale up and down according to their workload easily and allows the users to share structured and semi-structured data without moving the data.
It enables the businesses to consume and share an amount of data seamlessly and helps them in boosting their productivity by providing them integrated data. Moreover, it also allows companies to collaborate easily with customers, suppliers, and employees through their secure and governed access to all of its available data.
The platform also helps businesses through its modern architecture to bring all of their data in one place, and users can efficiently deliver rapid insights on any amount of data. Lastly, Snowflake comes with integrations with various tools which helps the users to perform their job effectively.
#41 Apache Spark
Apache Spark is a platform that offers analytics engines to businesses for large-scale data processing. The platform comes with state-of-the-art DAG scheduler, a query optimizer to allow the users to achieve high performance during batch and streaming data. It is an easy-to-use software that enables users to write applications in Java, Python, SQL, etc. and offers more than fifty operators to build parallel apps.
The platform also allows the users to combine their libraries seamlessly, such as users can combine SQL and Data Frames or Spark Streaming –all in a single place. The best thing about it is that it runs everywhere, such as Hadoop, Kubernetes, or even in the cloud with its standalone cluster mode. The platform is open-source that comes with a community that can be reached through email, and users can download it from the website, and it offers a quick guide on how to deploy it.
#42 Apache Flink
Apache Flink is a data processing engine and framework that offers stateful computations over different kinds of data streams. The platform also provides control to the user of its time and state, which enables them to run it on any sort of application.
Users can efficiently process any type of data, such as credit card transactions, sensor measurements, or user interactions on mobile apps or websites. The platform has integrations with resource managers such as Hadoop or Kubernetes, which enables it to deploy applications anywhere. It also allows users to run applications on any scale and maintains an easily large application state.
Apache Flink offers flexible and expressive windowing semantics for data stream programs and provides custom analysis and serialization stack for high performance. It comes with a memory management program that offers effective and adaptive switching between in-memory and data processing out-of-core algorithms and offers full batch processing capabilities.
#43 Apache Hive
Apache Hive is a data warehouse system that is built on Hadoop that offers ad-hoc queries and analysis of large datasets stored in different databases and file systems that are integrated with Hadoop. The platform provides smooth execution and processing of large volumes of data by converting SQL-like queries into MapReduce jobs.
The platform is known for its three functionalities, i.e., data analysis, data query, and data summarization. Furthermore, it supports flat and text files, sequence files, and other files for processing. Users can run queries through SQL-like language, which makes it easier to process and analyze an unlimited amount of data.
Apache Hive comes with a Catalog, which is a kind of storage management that reads data from metastore to help the users in seamless integrations between Hive and other platforms. Lastly, its data warehouse helps the users in inspecting and modeling data to provide useful information.
#44 Google BigQuery
Google BigQuery is a cloud data warehouses designed for the sake of quick decisions to transform your business efficiently. It contains a fully managed server-less data warehouse that eliminates the dependency of database administration. It is a part of google cloud and DBaaS that supports the rapid analysis and querying data.
It provides insight with productive analytics, shares insight and access data quickly, protects data and operates with authentication. One of the core features of Google BigQuery includes BigQuery ML that enable data analyst and scientists to create operational ML module on semi-structured or planet-scale structured data directly using a simple structured query language.
There are many prominent features of Google BigQuery, such as logical data warehousing and federated query, the convergence of data warehouse and lake data, easy restore and automatic backup, logging with stack driver and rich monitoring, and many more. It has GIS that combines the architecture with the help of geospatial analysis, and the built-in functionality of GIS.
It offers two pricing plans, such as storage and streaming inserts and a freeloading, copying, and exporting data. It has standard SQL which reduces the problems of code rewriting and ensures the connection with the engine.