Alternatives to Microsoft Genomics

Emedgene streamlines tertiary analyses for germline research and rare disease genomics. Emedgene was designed to speed up the time and certainty of user-defined variant interpretations, prioritizations, curations, and research reports. Automate your tertiary analyses with explainable AI and automation that supports genomes, exomes and virtual panels. Unify your NGS instruments and your IT systems in order to simplify and secure the entire workflow. With the latest knowledge graph options, curation abilities, and a team to support you, you can confidently keep up with evolving science, technologies, and demand. Automated workflows and explainable AI (XAI), which can be used to increase throughput without adding more staff, are a great way to do this. Implement a high-throughput WGS,WES, virtual panel or targeted panel workflow integrated into your lab's ecosystem.

The XetaBase platform is unique in that it simplifies tertiary analyses by aggregating, indexing and enriching secondary genome data. This allows for a continual reinterpretation of the data to unlock clinical and research insights. XetaBase enables the rapid management of genomic data and its cost-effective use in the laboratory and clinic. XetaBase is a genomic-scale platform. The greater the volume and the complexity, the better the insights and outcomes. XetaBase, a genomic-native platform, is built on the OpenCB open-source software platform. It meets the demands of genomic medicine for speed, scale, and reinterpretation. Zetta Genomics provides genomic data management that is fit for the precision-medicine age. XetaBase offers a novel solution for the challenges of genomic information. It replaces outdated flat file approaches and brings meaningful and actionable genome data to the lab and clinic. XetaBase allows for continual reinterpretation and scales seamlessly as databases expand to include genome sequences.

Eidogen-Sertanty’s Target Informatics platform (TIP), is the first global structural informatics system. It enables researchers to examine the druggable genome from an structural perspective. TIP increases the rapidly expanding body experimental protein structure information and transforms structure based drug discovery from an inefficient, data-scarce discipline to a high-throughput science with rich data. TIP is a tool that bridges the knowledge gap between bioinformatics (bioinformatics) and cheminformatics. It provides drug discovery researchers with a knowledge bank of information that is both unique and highly complementary to existing bio- and cheminformatics platform information. TIP's seamless integration between structural data management technology and unique target-to-lead analysis capabilities enhances every stage of the discovery pipeline.

Store, archive, and manage multi-omic data sets. Illumina Connected Analytics provides a secure platform for genomic data to operationalize informatics, and drive scientific insight. CWL and Nextflow allow you to easily import, build and edit workflows. Leverage DRAGEN bioinformatics pipelines. Organize your data in a safe workspace and share it with the world in a compliant way. Our platform allows you to keep your data in the cloud. Visualize and interpret data using a flexible analysis tool, such as JupyterLab Notebooks. Data warehouses allow you to aggregate, query and analyze sample data and population data. Scale analysis operations through the creation, validation, automation, and deployment of informatics pipelines. Reduce the time needed to analyze genomic data when quick results are a key factor. Enable comprehensive profiling for the identification of novel drug targets and biomarkers of drug response. Data can be transferred seamlessly from Illumina sequencing platforms.

We build products with our in-house chemists, biologists and clients to deliver outstanding performance and scientific understanding. Chemaxon offers a wide range of products, including out-of-the box solutions for scientists and IT professionals. It also includes components that add extra functionality as well as integrations with 3rd-party software, such Microsoft Excel or KNIME. Chemaxon, a leading software provider, is trusted by more than one million users. Its industry-leading tools for scientific discovery include calculation, search, and drawing tools. Our applications are used widely in education and research in the life sciences. Our clients come from a wide range of industries. The majority of major pharmaceutical companies are among them. Our offices are located at Budapest, Basel and Boston, with distributors all over the world.

Data management and simplified Bioinformatics are ideal for labs that are just getting started or for those who want to scale up their next-generation sequencing operations quickly. BaseSpace Sequence hub is an integral part of the BaseSpace Suite and is a direct extension to your Illumina instruments. BaseSpace Sequence hub allows you to manage your data with ease using a set of curated analysis apps. BaseSpace Sequence hub is powered by Amazon Web Services. Provides a secure environment. You can set up runs and monitor the quality of instrument runs. By converting sequence data into a standard format, and streaming it directly to the cloud, this tool promotes efficiency. Access to computing resources is available without the need for capital expenditures. Access to a variety of genomic analysis apps, whether provided by you, Illumina or third parties, increases organizational productivity.

ESP is a unified, composable, and bimodal platform with a single data fabric that reduces the total cost of operations while enabling digital transformation for life sciences + healthcare. This FDA-compliant platform includes a number of best-in-class apps, including ELN, LIMS and Sample Management. ESP's REST API library and Python SDK enable flexibility and extensibility to meet customer-specific requirements. Each release is constantly updated with new applications. ESP ships with a wide range of pre-built connectors to lab Instruments, bio-process equipment, analytics, AI/ML, 3rd party software systems (such as ERP, CRM, EMR, etc.) logistics systems, bar-code printers, etc.

IDBS Polar is the first BioPharma lifecycle management (BPLM) platform in the world. It eliminates repetitive manual tasks and allows you to execute your processes efficiently while curating data. This will allow you to accelerate the time to market, by tackling the most challenging challenges of process design, optimization scale-up and technology transfer. Interactive data analytics applications such as bioreactor comparision designed specifically for biopharmaceutical development scientists. IDBS Polar is an integrated platform that manages drug progress in contexts such as workflow, integration and insight. Workflows designed for the BioPharma lifecycle, with process-aware design, planning, and execution. Integrations that give meaning to your data. Rapid integration into your development environment, enabling automation, and curating a data backbone based on processes.

GenomeStudio Software allows you to visualize and analyze data from Illumina array platforms. This powerful tool supports genotyping analysis of microarray datasets. Performance-optimized tools and a user-friendly graphical interface enable you to convert data into meaningful results quickly and easily. Analyze SNP/CNV data across 5,000,000 probes and markers. Detect outliers in sample data. Analyze differentially expressed genes across multiple genomes. Profile miRNA expression. Combine microRNA and mRNA data into one project. Single-base resolution detection of cytosine methylation. Identify methylation signatures throughout the entire genome. Illumina's goal is to use innovative technologies to analyze genetic variation and function. This will allow us to do studies that were impossible just a few short years ago. We believe it is vital to provide innovative, flexible, and scalable solutions that meet the needs of customers.

Illumina DRAGEN Secondary Analysis is a comprehensive and accurate analysis of next-generation sequence data. Machine learning and graph reference genome drive unprecedented accuracy. Ultra-efficient workflow. Can process a whole 34x human genome in under 30 minutes using DRAGEN server version 4. Reduces FASTQ files up to 5x, resulting in an ultra-efficient workflow. Analyzes data from next-generation sequencing (NGS), including whole genomes, transcriptomes, methylomes and exomes. Available on the platform of your choice and scalable according to needs. DRAGEN analysis is the most accurate for germline and somatic mutation calling, as demonstrated by precisionFDA's industry challenges. DRAGEN analysis allows labs of any size and discipline to do more with genomic data. DRAGEN analysis is based on highly reconfigurable FPGA technology to provide hardware-accelerated implementations for genomic analysis algorithms.

Universal Analysis Software (UAS), a platform that analyzes and manages forensic genomic data, simplifies complex bioinformatics. The UAS is an all-inclusive solution that includes analysis modules for all ForenSeq workflows, including ForenSeq MainstAY and ForenSeq Kintelligence. It also contains ForenSeq DNA Signature prep, ForenSeq DNA Whole Genome, ForenSeq Control Region, ForenSeq mtDNA Whole Genome and ForenSeq UAS Control Region. UAS quickly generates FASTQ files and performs alignment. It also calls forensically relevant variants using NGS data. The extensive testing behind UAS's variant calls ensures that they are reliable and deliver accurate results in a user-friendly package that does not require per-seat licenses. UAS is a tool for forensic analysts. It streamlines the handling of base-bybase sequence information. It also includes a variety of features that allow you to perform everything from a quick review of everyday STR profiles to detailed analysis on the most difficult samples.

The QIAGEN CLC Geneomics Workbench is a powerful tool that works for all workflows. It is easy to overcome data analysis challenges with cutting-edge technology, unique features and algorithms that are widely used by scientists in industry and academia. Bioinformatics software solutions that are user-friendly allow for comprehensive analysis and interpretation of your NGS data. This includes de novo assembly and transcriptome assembly, resequencing analysis, WES and targeted panel support, variant calling, variant calling, RNA–seq, ChIP–seq and DNA methylation analysis (bisulfite sequence analysis). You can analyze your RNA-seq (miRNA, smallRNA) and smallRNA (lncRNA), data using easy-to-use transcriptomics workflows that allow for differential expression analysis at both gene and transcript levels. QIAGEN CLC Genomics Workbench was designed to support a wide variety of NGS bioinformatics programs.

OmicsBox, a leading bioinformatics tool, offers end-toend data analysis for genomes, transcriptomes and metagenomes. It also provides genetic variation studies. The application, which is used by leading private and public research institutes worldwide, allows researchers to process large and complicated data sets and streamline their analytical process. It is designed to be efficient, user-friendly and equipped with powerful tools to extract biological insight from omics data. The software is divided into modules, each of which has a set of tools and features designed to perform specific types of analyses, such as de novo genome assemblies, genetic variations analysis, differential expression analyses, taxonomic classifications, and taxonomic classes of microbiome, including the interpretation of results and rich visualizations. The functional analysis module uses the popular Blast2GO annotating methodology, making OmicsBox a great tool for non-model organisms research.

Correlation Engine, an interactive omics database, places private omics data into a biological context by combining it with highly curated publicly available data. Correlation Engine, one of the largest databases in the world for life science research, provides researchers with unprecedented access and insight to a vast number of high-quality whole genome analyses. The knowledgebase allows for novel discoveries through the interrogation of billions of datapoints derived from standard analyses of whole genome studies. A suite of applications for determining biological context, a constantly growing library of curated datasets, and support of multiple species and multi-omic data sets. Use a simple graphical interface to leverage guided workflows and APIs. Accelerate the journey from omic to decision-making and gain access to more than 25,000 multi-omics studies that have been reanalyzed (from over 250.000 signatures).

g.nome is a cloud-native, workflow-optimized platform that provides streamlined, scalable and interoperable workflows to perform next-generation sequencing analyses. g.nome offers a low-code/no code pipeline build. Using pre-built toolkits and workflows from a curated collection, g.nome gives researchers the power to import custom code and handle large datasets reliably. With g.nome you can remove long-standing barriers related to workflow language, visibility of process flow, and quality control. All that's left is streamlined, interoperable, and scalable genomic workflows. This allows research teams to focus on what they do best, which is the science.

Partek bioinformatics software provides powerful visualization and statistical tools in an intuitive interface. Researchers of all levels can explore genomic data faster and more efficiently than ever before. We turn data into discovery®. Our intuitive interface makes it easy for scientists to perform sophisticated array and NGS analysis using pre-installed workflows. Public and custom statistical algorithms can be used together to quickly and accurately distill NGS data into biological insights. Genome browser, Venn diagrams and heat maps, as well as other interactive visualizations, show the biology of your next generation sequencing and array data in vivid color. Our Ph.D. scientists can be reached at any time to assist with your NGS analysis. This product is specifically designed for next-generation sequencing applications that require high-level computing. It offers flexible installation and management options.

Geneious Prime makes bioinformatics more accessible by transforming raw information into visualizations which make sequence analysis intuitive. Simple assembly of sequences and easy editing contigs. Automatic annotation of gene prediction, motifs and translation. Genotype microsatellite trace with automated ladder fitting, peak calling, and generation of tables of alleles. A highly customizable sequence view displays beautiful visualizations of annotated assemblies and genomes. SNP variants analysis with powerful SNPs, RNA-Seq analysis and amplicon metagenomics. Create your own searchable database of primers, test PCR and sequence primers, and design and test them. CRISPR tools are powerful and make it easy to analyze your editing results, find sites, and design guide RNAs. Pre-processing NGS data with extensive tools for downstream analysis produces clean sequences. Create phylogenetic tree using peer-reviewed algorithms.

Founded in order to improve lives through high-value care, the hc1 platform has become a leader in bioinformatics for precision prescribing and testing. The cloud-based hc1 high-value care platform® organizes large amounts of live data, including genomics and medications, to provide solutions that ensure the right patient receives the right test and prescription. The hc1 Platform is a platform that powers solutions that optimize diagnostic testing, prescribing, and patient care for millions of patients across the country. Visit www.hc1.com to learn more about the proven approach of hc1 to personalizing care and eliminating waste for thousands upon thousands of health systems, diagnostic labs, and health plans.

Stop messing around with broken informatics tools and cloud infrastructure. Get started today on uncovering biological insights. Scientists are often limited by the fragmentation of tools across biology and bioinformatics teams. To help teams accelerate their R&D, we created a harmonized platform for bioinformatics between the cloud and the wet lab. Import raw data from your cloud service provider, your team's instruments, or your cloud. Create and deploy custom bioinformatics workflows using any language. Stop wasting time tinkering with your infrastructure. You can easily run any workflow and keep track of every analysis. Interactive visualizations of NGS data ready-to-go with point-and click plots Latch integrates with your AWS S3. You can access hundreds of terabytes in organic filesystems you are familiar with. Create bioinformatics workflows, and dynamically create no-code interfaces with Python with tunable storage and compute.

Ruffus is a Python computation pipeline library. It is open-sourced and powerful, user-friendly, and widely used for science and bioinformatics. Ruffus was designed to automate scientific and other analyses with minimal fuss and effort. It is suitable for even the most basic tasks. Even complex pipelines can be handled. This will prevent make or scons from becoming cross-eyed and recursive. No "clever magic", no pre-processing. The lightweight syntax, which does one small thing well, is unambitious. Ruffus is licensed under the permissive MIT-free software license. This license allows for free use and inclusion in proprietary software. It is a good idea to run your pipeline in a temporary directory that is not connected to your original data. Ruffus is a lightweight Python module that can be used to build computational pipelines. Ruffus requires Python 2.6 and higher, or Python 3.0 and higher.

Secure and scalable entry point for rapid delivery of global applications. You can easily join your distributed microservices architectures into one global application by using HTTP load balancing, path-based routing rules, and path-based routing. Automate scaling out and turning up new regions with API-driven global actions. You can also have independent fault tolerance to your back end microservices anywhere in Azure. A "battle-tested service" built on the Microsoft Global Network infrastructure will deliver and protect your global app to your users. Edge load balancing and application acceleration will ensure that your traffic is always on the best path to your app. This will help you increase your service scale, reduce latency and increase throughput for global users. One global dashboard allows you to manage domain mapping and traffic to microservice backends.

Polly allows you to harness the power of biomedical information. The Polly Platform allows you to scale batch jobs, workflows and visualization applications. Polly supports resource pooling, optimizes resource allocation based upon your usage requirements, and makes use of spot instances when possible. This results in optimization, efficiency, quicker response time, and lower costs for resources. Access a dashboard that allows you to monitor and track resource usage and costs in real-time. This will allow you to reduce overheads when resource management is done by your IT team. Polly's infrastructure is built around version control. Polly uses a combination dockers and interactive notebooks to ensure version control for your analyses and workflows. We have created a mechanism that allows data, code, and the environment to co-exist. This, along with cloud data storage and the ability for users to share projects, ensures reproducibility in every analysis.

Legacy R&D software can be a drain on scientific potential. It slows down R&D progress and scatters data between silos. Benchling is the industry's most trusted life sciences R&D cloud. All the tools you need to accelerate, measure, and forecast R&D, from discovery through bioprocessing, all in one place. A suite of seven applications that are natively unified and can be used to accelerate R&D at all levels. Open integration, codeless configuration, and dashboards that are tailored to your needs. For continued success, deep life science R&D and consulting expertise are essential. Benchling is a unified R&D platform that allows you to spend less time searching for data and more time working together in order to advance your research. Scientists, managers, executives, and researchers can optimize R&D output by having complete visibility into the experimental context, program performance, resource utilization, and program performance.

Avogadro, an advanced molecule editor/visualizer, is designed for cross-platform usage in computational chemistry and molecular modeling. It provides high-quality rendering and a powerful plugin structure. Avogadro, a free and open-source molecular editor/visualization tool, is available for Mac, Windows, and Linux. It can be used in computational chemistry and molecular modeling as well as materials science and other related areas. It provides flexible, high-quality rendering and a powerful plugin structure.

HyperProtein, Hypercube, Inc.'s latest product, focuses on the computational science of protein sequences. The product allows you to analyze one-dimensional sequences of protein as well as subsequent three-dimensional structures. The product's most important feature is the relationship between structure and sequence. HyperProtein is not like other software programs that can perform specific functions, such as sequence alignment or protein sequence sequence, but it does combine a variety of Bioinformatics tools and Molecular Modeling tools that are related to the science that begins with a protein sequence.

Metabolon offers the largest Level 1 library available in the metabolomics field. Over 5,400 entries are contained in our proprietary library, which has been built over 20 years. The majority of entries are Level 1, accounting for approximately 85% of our library (4,600 entries). However, some are level 2 (approximately 15 % of the entries), due to a lack commercial standards to qualify for Level 1. Metabolon's unmatched library breadth, industry-leading annotation confidence level and unmatched library depth enable us to provide our clients with accurate, highly actionable insight for their scientific or clinical inquiries. Metabolomics is applicable to a wide variety of research, including soil health, food nutrition, preclinical research and clinical trials. Whether you are looking for trends within a group, or modifying an individual's treatment plan, metabolomics will help you find the answers you need.

A robust platform for automatic variant prioritization and clinical interpretation, as well as report generation, is essential to ensure efficient reporting of NGS-based clinical trials. Strand Omics, a cloud-based platform that is HIPAA-compliant and fast, drives our clinical diagnostics practice. It has been refined over 4 years with over 10,000 clinical reports and multiple peer reviewed publications. Strand Omics is a combination of bioinformatics algorithms and curated databases, visualization interfaces, and reporting capabilities. It offers specialized workflows that can be used for rare inherited disorders and somatic tumor profiling tests. The platform has over 10,000 variants curated to oncogenicity, 100 genes that are curated for druggability across multiple types of cancer, and 500 drugs that have been curated for evidence.

g6gTech Inc. is a software company that develops deep search products in the fields of bioinformatics (AI) and artificial intelligence (AI). To emphasize our focus on creating products, we have changed our name from G6G Consulting Group. The new G6GFINDR System, powered by semantic annotation, searches an expanding database bioinformatics software and artificial intelligence software. It uses a two-step process to allow you to refine your search. The previously developed Directory of Omics, Intelligent Software was used as a starting point. We are expanding our database of searched products at a rapid pace. All products in the database were carefully selected. To optimize results, the G6GFINDR system uses cookies to automatically gather information about your activities. g6gTech Inc. created the G6GFINDR system.

Qlucore Omics Explorer makes it so simple to use that you don't have to rely on a specialist in bioinformatics for analysis and exploration of your Omics or NGS data sets. Qlucore Omics Explorer, a next-generation D.I.Y bioinformatics software, is available for research in academia, life science, and plant-tech industries. The flexible and powerful visualization-based data analysis tool delivers instant results and allows for the exploration and visualization of large data. The software was designed to allow you to choose the best workflow for your experiments and maximize the results of your research. You will be able see your results instantly by combining instant visualization with powerful statistics, flexible selection methods, and powerful statistics. You decide the workflow and starting point for your own exploration. You have complete control over the exploration process and can tailor it to your needs.

Pluto was founded in 2021 by the Wyss Institute of Harvard University. It has been a trusted partner for many life sciences organizations across the country, from biotech start-ups and public biopharma companies. Our cloud-based platform allows scientists to manage all their data, run bioinformatics analysis, and create interactive visualizations that are published-quality. The platform is being used for a variety of biological applications. These include preclinical and translational science research, cell and gene therapies and drug discovery and development.

Cloud-integrated hybrid storage can be created that integrates with your existing network-attached storage and Azure Blob Storage. This appliance optimizes data access in your datacenter, in Azure or across a wide area network (WAN). Microsoft Azure FXT Edge filter is a combination of software and hardware. It provides high throughput and low latency to support hybrid storage infrastructure that supports high-performance computing (HPC). Scale-out clustering allows for non-disruptive NAS performance scale-up. To scale to millions of IOPS, and hundreds of gigabytes/s, join up to 24 FXT cluster nodes. Azure FXT Edge filter is the best choice for file-based workloads that require performance and scale. Azure FXT Edge Filer makes it easy to manage data storage. To keep your data accessible and available with minimal latency, you can transfer aging data to Azureblob Storage. Balance cloud and on-premise storage

Swiss-PdbViewer, also known as DeepView, is an application that allows you to analyze multiple proteins simultaneously. To compare active sites and other parts, the proteins can be superimposed. The intuitive interface and graphic make it easy to find information about amino acid mutations, Hbonds, angles and distances between atoms. Nicolas Guex has been developing Swiss-PdbViewer (aka DeepView), since 1994. Swiss-PdbViewer was originally tightly connected to SWISS-MODEL (an automated homology modeling server) that was developed at the Structural Bioinformatics Group of the Biozentrum in Basel. The SWISS-MODEL interface has evolved to the point that advanced modeling can now be done directly. It is no longer possible to maintain a direct interface with SwissPdbViewer.

Log management and analysis at scale. All log data and events can be securely stored, searched, analyzed, and alerted on. You can import custom log data from any source. Fully managed service that can manage your application and infrastructure logs. Log data can be analyzed in real-time. Cloud Monitoring, Error Reporting and Cloud Trace are all supported by Google Cloud services. This allows you to quickly troubleshoot problems across your infrastructure and applications. You can securely store logs from all sources in one place, with a sub-second ingestion delay, terabyte per second ingestion rate and exabytes stored each month. Cloud Logging and BigQuery combine to provide advanced analysis and log-based metrics for real-time Cloud Monitoring dashboards.

Easy deployment of applications to the cloud with your choice in languages and frameworks. High availability and elastic scaling are built-in features that help you achieve business continuity and respond dynamically to changes in customer demands. Azure IP Advantage provides unparalleled security and compliance. The global network of Microsoft's data centers also offers industry-leading reach. No hidden costs. Choose the right resources to meet your workloads. Combining MariaDB Community Edition with the benefits of an entirely managed service provider will free developers from complex database management and infrastructure so they can concentrate on building exceptional applications. Azure Database for MariaDB integrates tightly with Azure web applications and works with popular open source frameworks and languages. Use it with popular content-management apps, such as WordPress or Drupal, to get a fully integrated solution that supports your application development needs.

Trino is an engine that runs at incredible speeds. Fast-distributed SQL engine for big data analytics. Helps you explore the data universe. Trino is an extremely parallel and distributed query-engine, which is built from scratch for efficient, low latency analytics. Trino is used by the largest organizations to query data lakes with exabytes of data and massive data warehouses. Supports a wide range of use cases including interactive ad-hoc analysis, large batch queries that take hours to complete, and high volume apps that execute sub-second queries. Trino is a ANSI SQL query engine that works with BI Tools such as R Tableau Power BI Superset and many others. You can natively search data in Hadoop S3, Cassandra MySQL and many other systems without having to use complex, slow and error-prone copying processes. Access data from multiple systems in a single query.

DeepSpeed is a deep learning optimization library that is open source for PyTorch. It is designed to reduce memory and computing power, and to train large distributed model with better parallelism using existing computer hardware. DeepSpeed is optimized to provide high throughput and low latency training. DeepSpeed can train DL-models with more than 100 billion parameters using the current generation GPU clusters. It can also train as many as 13 billion parameters on a single GPU. DeepSpeed, developed by Microsoft, aims to provide distributed training for large models. It's built using PyTorch which is a data parallelism specialist.

You can easily develop and execute massively parallel data processing and transformation programs in U-SQL and R. You don't need to maintain any infrastructure and can process data on-demand, scale instantly, or pay per job. Azure Data Lake Analytics makes it easy to process large data jobs in seconds. There are no servers, virtual machines or clusters to manage or tune. You can instantly scale your processing power in Azure Data Lake Analytics Units, (AU), to one to thousands per job. Only pay for the processing you use per job. Optimized data virtualization of relational sources, such as Azure SQL Database or Azure Synapse Analytics, allows you to access all your data. Your queries are automatically optimized by moving processing closer to the source data, which maximizes performance while minimising latency.

You can use Ignite as a traditional SQL Database by leveraging JDBC drivers or ODBC drivers. Or, you can use the native SQL APIs for Java, C# and C++, Python, or other programming languages. You can easily join, group, aggregate, or order your distributed on-disk and in-memory data. You can accelerate your existing applications up to 100x by using Ignite as an in memory cache or in-memory grid that is deployed over one of several external databases. You can query, transact, and calculate on this cache. Ignite is a database that scales beyond your memory capacity to support modern transactional and analytical workloads. Ignite allocates memory to your hot data and writes to disk when applications query cold records. Execute custom code up to kilobytes in size over petabytes. Your Ignite database can be transformed into a distributed supercomputer that can perform low-latency calculations, complex analysis, and machine learning.

Azure Orbital Ground Station offers a low-latency link between your satellites, Azure and Azure. Expand satellite communications coverage by leveraging a global ecosystem of partner networks, cloud modes, telemetry, tracking and control functions, and ground station networks. You can schedule satellite contacts using Microsoft's own ground stations or a variety of partner options, including those from industry leaders like KSAT. Use integrated high-speed software modes to process your signal or take advantage of partner offerings in signal, image, and calibration processing through Azure Marketplace.

Azure ExpressRoute allows you to create private connections between Azure datacenters, infrastructure on your premises, or in a colocation environment. ExpressRoute connections are not available over the internet. They offer greater reliability, faster speeds and lower latency than traditional internet connections. ExpressRoute connections can be used to transfer data between Azure and on-premises systems in some cases. This can provide significant cost savings. ExpressRoute can be used to connect to and increase storage capacity and compute in your existing datacenters. Azure is a natural extension of your datacenters and offers high throughput and quick latencies. You can enjoy the scale and economics offered by the public cloud without having the network performance to match.

Azure Storage is Microsoft's cloud storage platform for modern data storage situations. Azure Storage provides highly available, massively scaleable, durable, secure storage for a variety data objects in the cloud. Azure Storage data objects can be accessed from anywhere in the world via HTTPS or HTTPS via REST API. Azure Storage offers client libraries that allow developers to create applications and services using.NET, JavaScript, JavaScript, JavaScript, C++ or C++. Azure PowerShell is a tool that IT professionals and developers can use to create scripts for data management and configuration tasks. Azure Storage Explorer and Azure Portal provide interface tools for accessing Azure Storage. High availability and durability Redundancy ensures your data is protected in the event of hardware failures. For additional protection against local catastrophes and natural disasters, you can choose to replicate data across geographic regions or data centers.

Protect your web applications from common web vulnerabilities like SQL injection and cross-site Scripting. You can monitor your web applications with custom rules and rule groups that meet your needs and eliminate false positives. To build a highly available and scalable web front end in Azure, you can get application-level load-balancing and routing. Autoscaling allows for flexibility by automatically scaling Application Gateway instances according to your web application traffic load. Application Gateway integrates with many Azure services. Azure Traffic Manager supports multiple-region redirection and automatic failover. It also provides zero-downtime maintenance. Azure Virtual Machines, virtual machines scale sets, and the Web Apps feature from Azure App Service can be used in your back-end pool. Azure Security Center and Azure Monitor provide central monitoring and alerting as well as a dashboard for application health. Key Vault provides central management and automatic renewal SSL certificates.

Instead of focusing on building applications and business logic you can let Azure solve hard distributed system problems like reliability, scalability and management. Service Fabric is an open-source project that powers core Azure infrastructure and other Microsoft services like Intune, Skype for Business, Intune and Azure Event Hubs. It also powers Azure Data Factory, Azure Cosmos DB and Azure SQL Database. Dynamics 365 and Cortana are all powered by Service Fabric. Azure Service Fabric is designed to deliver high-availability and durable services at cloud scale. It automatically understands the infrastructure and resource requirements of applications. This allows for automatic scaling, rolling upgrades, and self healing from faults that occur. Without the need to write additional code to address issues such as reliability, scalability or management, you can focus on adding business value to your application.

Smart DIH is a data management platform that quickly serves applications with accurate, fresh and complete data, delivering high performance, ultra-low latency, and an always-on digital experience. Smart DIH decouples APIs from SoRs, replicating critical data, and making it available using event-driven architecture. Smart DIH enables drastically shorter development cycles of new digital services, and rapidly scales to serve millions of concurrent users – no matter which IT infrastructure or cloud topologies it relies on. Smart Cache is a distributed in-memory development platform that delivers transactional consistency, combined with extreme event-based processing and microsecond latency. The platform fuels core business solutions that rely on instantaneous data, including online trading, real-time risk management and data processing for AI and large language models.

DSVMs are Azure Virtual Machine Images that have been pre-configured, configured, and tested with many popular tools that are used for data analytics and machine learning. A consistent setup across the team promotes collaboration, Azure scale, management, Near-Zero Setup and full cloud-based desktop to support data science. For one to three classroom scenarios or online courses, it is easy and quick to set up. Analytics can be run on all Azure hardware configurations, with both vertical and horizontal scaling. Only pay for what you use and when you use it. Pre-configured Deep Learning tools are readily available in GPU clusters. To make it easy to get started with the various tools and capabilities, such as Neural Networks (PYTorch and Tensorflow), templates and examples are available on the VMs. ), Data Wrangling (R, Python, Julia and SQL Server).

Keep important work moving. Azure HPC Cache allows your Azure compute resources to work more efficiently with your NFS workloads on your network-attached (NAS) storage or Azure Blob storage. Scale your cache according to workloads, improving application performance regardless storage capacity. Hybrid storage support with low latency for both on-premises NAS storage and Azure Blob Storage. Store data using traditional on-premises NAS and Azure Blob Storage. Azure HPC Cache supports hybrid architectural models, including NFSv3 via Azure NetApp Files and Dell EMC Isilon. Azure Blob storage is also supported, as are other NAS products. Azure HPC Cache offers an aggregated namespace so that you can present hot data required by applications in a single directory structure and reduce client complex.

lakeFS allows you to manage your data lake in the same way as your code. Parallel pipelines can be used for experimentation as well as CI/CD of your data. This simplifies the lives of data scientists, engineers, and analysts who work in data transformation. lakeFS is an open-source platform that provides resilience and manageability for object-storage-based data lakes. lakeFS allows you to build repeatable, atomic, and versioned data lakes operations. This includes complex ETL jobs as well as data science and analysis. lakeFS is compatible with AWS S3, Azure Blob Storage, and Google Cloud Storage (GCS). It is API compatible to S3 and seamlessly integrates with all modern data frameworks like Spark, Hive AWS Athena, Presto, AWS Athena, Presto, and others. lakeFS is a Git-like branching/committing model that can scale to exabytes by using S3, GCS, and Azure Blob storage.

You can migrate your business and mission-critical workloads to Azure to improve operational efficiencies. Azure Virtual Machines can run SQL Server, SAP, Oracle®, and other high-performance computing software. Choose your favorite Linux distribution and Windows Server.

By deliberately introducing faults to simulate real-world outages, chaos engineering and testing can improve application resilience. Azure Chaos Studio is an experimentation platform that allows you to quickly find problems in late-stage development and production. Disrupt your apps deliberately to identify gaps and plan mitigations, before your customers experience a problem. To better understand application resilience, subject your Azure apps in a controlled way to faults that are real or simulated. With chaos engineering and testing, you can observe how your apps respond to real-world disruptions, such as network latency or an unexpected storage failure, expiring secrets or even a complete data center outage. Validate product quality where and when it makes sense for your company. Use a hypothesis-based method to improve application resilience by integrating chaos into your CI/CD pipeline.

Microsoft's Corporate, External, and Legal Affairs group (CELA), in partnership with Office extensibility, created Matter Center for Office 365, a document and collaboration solution built using Office app development, Azure and Sharepoint. Microsoft's Corporate, External and Legal Affairs (CELA), in partnership with Office extensibility, created Matter Center for Office 365, a document and collaboration solution built using Office app development, Azure and SharePoint. It makes use of the SharePoint platform's enterprise content management capabilities and offers many other benefits through Add-ins for Outlook and Office (e.g. Word, PowerPoint). This allows you to quickly create, search, and store documents in predefined projects or matter sites. Matter Center uses the enterprise-grade cloud platform Office 365 and Azure.