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Analytics solution that provides real-time care insights and in-depth analysis for clinical, business, and population health management.
A next-generation enterprise master person index – an automated, easily integrated solution for identity resolution.
A reimagined EHR with built-in GenAI that empowers clinicians, enhances patient experiences, and elevates business operations.
Helps clinicians, care managers, and care teams strengthen coordination, enhance continuity of care, and improve patient engagement in under-served rural areas.
Enables health systems, independent providers, health plans, HIEs, governments and software developers to create a digital front door.
Collects, consolidates, and publishes information about healthcare providers' relationships to patients, health plans, and one another.
A powerful, flexible electronic health record (EHR) that supports all leading health information interoperability standards and profiles.
Enterprise solution supports any clinical lab service, public or private, independent to extensive national laboratory systems.
Low Code Platforms
A suite of low code platforms built on InterSystems IRIS and optimized to address industry-specific challenges.
An aggregated, normalized and deduplicated patient record created from patient data across multiple sources.
A high-availability, high-performance integration engine created specifically for healthcare.
A cloud-based data pipeline and management solution combining FHIR with an out-of-the-box transformation to the CDM and OMOP repository.
One integration that standardizes data exchange between Epic Payer Platform and your clinical and administrative applications.
Interoperability solutions designed to help U.S. health insurers address CMS-0057 and CMS-9115.
Platforms & Components
Versatile foundation supporting a range of solutions, with built-in APIs for integration.
Rapidly access & use FHIR data from diverse sources without the need to create your own FHIR computing infrastructure.
A high-performance data platform designed to make it easy to build applications that support mission-critical processes.
Fully managed cloud-native SaaS offerings that provide customers the fastest time to value for InterSystems data management software.
A digital health data platform that provides the building blocks needed to work with any healthcare data standard, including FHIR.
An AI-enabled supply chain decision intelligence platform that predicts disruptions before they occur, and optimally handles when they do.
Healthcare
InterSystems HL7 FHIR-based technology and solutions power success for organizations across the entire healthcare ecosystem.
A cloud-based, on-demand service delivering near real-time, secure access to patient data from across the nation.
A suite of solutions that work together to capture information, share it in a meaningful way, aid understanding, and drive transformative action.
Analytics solution that provides real-time care insights and in-depth analysis for clinical, business, and population health management.
Rapidly access & use FHIR data from diverse sources without the need to create your own FHIR computing infrastructure.
A high-availability, high-performance integration engine created specifically for healthcare.
A reimagined EHR with built-in GenAI that empowers clinicians, enhances patient experiences, and elevates business operations.
A digital health data platform that provides the building blocks needed to work with any healthcare data standard, including FHIR.
A cloud-based data pipeline and management solution combining FHIR with an out-of-the-box transformation to the CDM and OMOP repository.
One integration that standardizes data exchange between Epic Payer Platform and your clinical and administrative applications.
Interoperability solutions designed to help U.S. health insurers address CMS-0057 and CMS-9115.
Helps clinicians, care managers, and care teams strengthen coordination, enhance continuity of care, and improve patient engagement in under-served rural areas.
A powerful, flexible electronic health record (EHR) that supports all leading health information interoperability standards and profiles.
Enterprise solution supports any clinical lab service, public or private, independent to extensive national laboratory systems.
Financial Services
Enabling firms to transform at scale, so they can increase customer satisfaction, adopt generative AI, maintain compliance, grow revenue, and optimize efficiency.
A high-performance data platform designed to make it easy to build applications that support mission-critical processes.
The fastest way for financial services firms to break down silos and transform disparate data into a single unified resource of actionable information.
Launch new funds, accelerate AI initiatives, automate reporting with a self-service solution tailor-made for asset management firms.
Supply Chain
Empowering organizations with real-time supply chain visibility and the ability to make optimized, real-time, AI-driven decisions.
An AI-enabled supply chain decision intelligence platform that predicts disruptions before they occur, and optimally handles when they do.
A data gateway that speeds and simplifies data access for supply chain applications and practitioners.
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InterSystems proudly supports the free use of InterSystems products for university and college coursework.
View the full list of course offerings and our current course schedule.
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Specialists whose services and guidance ensure consistent, effective delivery of InterSystems technology.
Provide complementary tools and platforms that strengthen and expand our technologies' capabilities.
InterSystems powers data-driven digital startups across healthcare, financial services, and supply chain.
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InterSystems works with the world's leading cloud providers to give customers the freedom to deploy our technology where it delivers the most value.
The speed, scale, and capabilities of InterSystems and AWS can streamline operations, improve access to data and power breakthrough applications.
InterSystems IRIS and InterSystems IRIS for Health Data Platforms are Preferred Solutions on Azure Marketplace.
InterSystems and Google Cloud empower you to quickly build new apps or modernize existing ones to increase agility and reap the benefits of the multicloud.
InterSystems works with the world’s leading cloud providers - including Amazon Web Services (AWS), Microsoft Azure, Google Cloud, TenCent and Alibaba
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Detailed technical information for InterSystems products, technologies, solutions, and more.
Products
By Type
By Industry
Applications
A suite of applications built on InterSystems IRIS data platform and optimized to address industry specific challenges.
A FHIR®-enabled care management software solution that allows the entire care team to create and share comprehensive care plans.
A cloud-based, on-demand service delivering near real-time, secure access to patient data from across the nation.
Analytics solution that provides real-time care insights and in-depth analysis for clinical, business, and population health management.
A next-generation enterprise master person index – an automated, easily integrated solution for identity resolution.
A reimagined EHR with built-in GenAI that empowers clinicians, enhances patient experiences, and elevates business operations.
Helps clinicians, care managers, and care teams strengthen coordination, enhance continuity of care, and improve patient engagement in under-served rural areas.
Enables health systems, independent providers, health plans, HIEs, governments and software developers to create a digital front door.
Collects, consolidates, and publishes information about healthcare providers' relationships to patients, health plans, and one another.
A powerful, flexible electronic health record (EHR) that supports all leading health information interoperability standards and profiles.
Enterprise solution supports any clinical lab service, public or private, independent to extensive national laboratory systems.
Low Code Platforms
A suite of low code platforms built on InterSystems IRIS and optimized to address industry-specific challenges.
An aggregated, normalized and deduplicated patient record created from patient data across multiple sources.
A high-availability, high-performance integration engine created specifically for healthcare.
A cloud-based data pipeline and management solution combining FHIR with an out-of-the-box transformation to the CDM and OMOP repository.
One integration that standardizes data exchange between Epic Payer Platform and your clinical and administrative applications.
Interoperability solutions designed to help U.S. health insurers address CMS-0057 and CMS-9115.
Platforms & Components
Versatile foundation supporting a range of solutions, with built-in APIs for integration.
Rapidly access & use FHIR data from diverse sources without the need to create your own FHIR computing infrastructure.
A high-performance data platform designed to make it easy to build applications that support mission-critical processes.
Fully managed cloud-native SaaS offerings that provide customers the fastest time to value for InterSystems data management software.
A digital health data platform that provides the building blocks needed to work with any healthcare data standard, including FHIR.
An AI-enabled supply chain decision intelligence platform that predicts disruptions before they occur, and optimally handles when they do.
Healthcare
InterSystems HL7 FHIR-based technology and solutions power success for organizations across the entire healthcare ecosystem.
A cloud-based, on-demand service delivering near real-time, secure access to patient data from across the nation.
A suite of solutions that work together to capture information, share it in a meaningful way, aid understanding, and drive transformative action.
Analytics solution that provides real-time care insights and in-depth analysis for clinical, business, and population health management.
Rapidly access & use FHIR data from diverse sources without the need to create your own FHIR computing infrastructure.
A high-availability, high-performance integration engine created specifically for healthcare.
A reimagined EHR with built-in GenAI that empowers clinicians, enhances patient experiences, and elevates business operations.
A digital health data platform that provides the building blocks needed to work with any healthcare data standard, including FHIR.
A cloud-based data pipeline and management solution combining FHIR with an out-of-the-box transformation to the CDM and OMOP repository.
One integration that standardizes data exchange between Epic Payer Platform and your clinical and administrative applications.
Interoperability solutions designed to help U.S. health insurers address CMS-0057 and CMS-9115.
Helps clinicians, care managers, and care teams strengthen coordination, enhance continuity of care, and improve patient engagement in under-served rural areas.
A powerful, flexible electronic health record (EHR) that supports all leading health information interoperability standards and profiles.
Enterprise solution supports any clinical lab service, public or private, independent to extensive national laboratory systems.
Financial Services
Enabling firms to transform at scale, so they can increase customer satisfaction, adopt generative AI, maintain compliance, grow revenue, and optimize efficiency.
A high-performance data platform designed to make it easy to build applications that support mission-critical processes.
The fastest way for financial services firms to break down silos and transform disparate data into a single unified resource of actionable information.
Launch new funds, accelerate AI initiatives, automate reporting with a self-service solution tailor-made for asset management firms.
Supply Chain
Empowering organizations with real-time supply chain visibility and the ability to make optimized, real-time, AI-driven decisions.
An AI-enabled supply chain decision intelligence platform that predicts disruptions before they occur, and optimally handles when they do.
A data gateway that speeds and simplifies data access for supply chain applications and practitioners.
Knowledge Hub
Developer Websites
New to InterSystems? Start here, this is your gateway to developer sites, tutorials and more.
Connect, grow, share. The developer community is full of resources, news, and events and a community of people to connect with.
Everything you need to know about our products and more.
Develop. Learn. Share. Network. All with InterSystems Global Masters program where you can join an engaged community of developers.
Experience first hand the community’s dedication to the evolution of our technology with applications.
Education
Get to know InterSystems products and technologies your way, with self-paced online materials and classroom courses.
Online learning presents self-paced materials to help you build and support your organization's most critical applications.
In-person courses maximize learning in a distraction-free environment with face-to-face engagement.
InterSystems proudly supports the free use of InterSystems products for university and college coursework.
View the full list of course offerings and our current course schedule.
Certification
Offers industry-standard exams, flexible testing options, certification badges, and career advancement opportunities demonstrating expertise in InterSystems technologies.
InterSystems Learning Services offers industry-standard certification exams that allow you to prove your mastery of our technology.
Digital credentials that represent the varying levels of achievement you can earn with InterSystems.
Everything you need to know about preparing for, scheduling, and taking InterSystems Exams.
Retake Policies & Support, Beta Exams and more.
Answers to common questions regarding exams, including exam preparation, practice exams, retaking exams, and certifications.
InterSystems Blogs
Explore InterSystems blogs featuring expert insights, industry trends, technology innovations, data management strategies, and thought leadership.
Healthcare industry experts talk about pressing challenges, issues, and trends at the intersection of healthcare and technology.
Addressing various business, data, and technology-related issues for the line of business.
Partners
Partner Programs
Our partners ensure that organizations around the globe are already ready for tomorrow’s opportunities.
Bring together people, processes and technology to deliver solutions that solve complex customer challenges.
Combine your expertise with our proven data, analytics and interoperability capabilities to deliver optimal solutions.
Specialists whose services and guidance ensure consistent, effective delivery of InterSystems technology.
Provide complementary tools and platforms that strengthen and expand our technologies' capabilities.
InterSystems powers data-driven digital startups across healthcare, financial services, and supply chain.
Cloud Partners
InterSystems works with the world's leading cloud providers to give customers the freedom to deploy our technology where it delivers the most value.
The speed, scale, and capabilities of InterSystems and AWS can streamline operations, improve access to data and power breakthrough applications.
InterSystems IRIS and InterSystems IRIS for Health Data Platforms are Preferred Solutions on Azure Marketplace.
InterSystems and Google Cloud empower you to quickly build new apps or modernize existing ones to increase agility and reap the benefits of the multicloud.
InterSystems works with the world’s leading cloud providers - including Amazon Web Services (AWS), Microsoft Azure, Google Cloud, TenCent and Alibaba
Company
About Us
Our technologies provide the connective tissue that transforms disparate data into a single, complete view, enabling better outcomes.
News
News and resources for media including press releases, media kits, tools and more.
The latest news and coverage from our corporate headquarters in Boston, MA.
Core information about InterSystems, our background, our products and technologies, and more.
Please contact Corporate Affairs & Communications regarding media inquiries.
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Check out conferences and events we're hosting and attending, and view on-demand content for anything you missed.
Browse our upcoming conference and event schedule to see where we'll be and what we'll be covering.
View our library of on-demand content, including keynote speeches from InterSystems READY, webinars and live event footage.
Watch keynote presentations from InterSystems READY 2026.
Support
Product Support
We provide expert technical assistance to customers 24 hours a day, every day, with support advisors in 15 countries.
Read about support alerts, critical issues, fixes, and product releases.
Access current and previous versions and related notes for InterSystems products.
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Documentation
Detailed technical information for InterSystems products, technologies, solutions, and more.
Search to learn about InterSystems products and solutions, career opportunities, and more.

Alert: Possible Data Integrity Issues with Mirroring and Journal Restore

November 4, 2019 – Alert: Possible Data Integrity Issues with Mirroring and Journal Restore

InterSystems has corrected several critical defects that can result in data integrity issues. These defects were identified and corrected within a short time, so InterSystems has simplified the upgrade process by consolidating them into a single package. The effects of encountering these defects may not always be visible. These defects affect InterSystems IRIS, IRIS for Health, Health Connect, Caché, Ensemble, and HealthShare products. All of these defects relate to the application of journal data.

InterSystems recommends that you review this document. It will help you determine your level of risk and also describes mitigations for each defect. Please contact the Worldwide Response Center if you have any questions regarding this alert.

 

Description of Defects

All references to messages in the descriptions below refer to the cconsole.log (Caché, Ensemble, and HealthShare) or messages.log (InterSystems IRIS, IRIS for Health).

1) Mirror Data Not Applied – Failover Mirror Member Becoming Primary at Instance Startup

This defect affects Caché/Ensemble 2017.2 and 2018.1, all released versions of InterSystems IRIS, and all HealthShare products based on the affected Data Platforms product versions. A list of HealthShare products affected by this issue appears in Appendix A.

If a mirror failover member starts when its failover partner is shut down and it has to retrieve journal data from another mirror member as part of becoming primary, the system may silently fail to apply some journal records. The sequence of messages below indicates that a mirror member retrieved journal data from another mirror member as part of becoming primary:

11/01/19-13:51:59:109 (13062) 0 Mirror manager for <mirname> starting

11/01/19-13:51:59:774 (13062) 0 Retrieving journal file #<#> for mirror <mirname> from <other-mirror-member-address>

… (more files might get retrieved, and data is applied)

11/01/19-14:06:53:165 (13062) 1 Becoming primary mirror server

If your system has encountered this defect, the journal data indicated by one or more of these messages may not have been applied to the databases.

To avoid encountering this defect: If both failover members are down, always start the member that most recently ran as primary before starting the member that most recently ran as backup.

 

2) Mirror Data Not Applied – Async Mirror Member Shutting Down Dejournaling

This defect affects Caché/Ensemble 2017.2 and 2018.1, all released versions of InterSystems IRIS, and all HealthShare products based on the affected Data Platforms product versions. A list of HealthShare products affected by this issue appears in Appendix A.

When a system meets both of the following conditions, it may encounter this defect:

  • An async mirror member has processed more than 2^32 (~4 billion) records in one dejournaling session.
  • Dejournaling was stopped manually.

If these conditions are met, then, when dejournaling restarts, some of the processed journal records may not be applied.

The following message indicates that dejournaling was stopped manually:

11/01/19-17:43:06:754 (436) 1 Dejournaling for <mirname> shutting down and set to manual restart required

To avoid encountering this defect: Stop and restart mirroring before stopping dejournaling on an async member.

 

3) Journal Records Not Restored – Journal Restore Immediately Following Online Backup Restore (^DBREST)

This defect affects Caché/Ensemble 2018.1.2, all released versions of InterSystems IRIS except 2018.1, and all HealthShare products based on the affected Data Platforms product versions. A list of HealthShare products affected by this issue appears in Appendix A.

This defect is specific to journal restores that are performed in conjunction with a database restore that uses online backup. For more information, see the “Online Backup Utilities” section of the Data Integrity Guide for InterSystems IRIS or the “Caché Online Backup” section of the Caché Data Integrity Guide for Caché and Ensemble.

The defect can cause a journal record not to be applied during the journal restore following the backup restore. If your system has encountered this defect, there is an entry in the ^SYS(“JOURNAL”,”RESTORE”) global in the %SYS namespace that includes the timestamp of the restore as well as the “StartAddress” that was used, such as:

^SYS("RESTORE","JOURNAL","20191101 16:55:01","Files",1,"StartAddress") =           9374648

If the global has no entries that include the “StartAddress” node, the system has not been affected by this defect.

To avoid encountering this defect: When restoring from online backup, do not apply journals as part of the database restore; instead, first restore the backup, then run ^JRNRESTO. Do not use the journal marker.

 

4) Journal Records Applied Incorrectly – Mirror Catchup on a Subset of Databases

This defect affects all released versions; however, the likelihood of the defect being triggered is greatly increased in Caché/Ensemble 2018.1.2, all released versions of InterSystems IRIS except 2018.1, and all HealthShare products based on the affected Data Platforms product versions. A list of HealthShare products most likely to be affected by this issue appears in Appendix A.

If a mirror Catchup operation involves one or more of the mirrored databases in a mirror but not all of them, then stale records from a journal file may be applied to the active databases in the mirror, potentially overwriting newer application data.

If Catchup runs, there are messages such as:

11/01/19-13:01:55:057 (17752) 0 Mirror <mirname> catchup started for 1 database.

… (other events can occur while Catchup is running)

11/01/19-13:01:55:207 (17752) 0 Mirror Catchup completed for database <path-to-database>

To avoid encountering this defect, make sure the mirror member is disconnected from the primary before running Catchup on a subset of databases.

5) Other Scenarios

Other, much rarer dejournaling defects have also been corrected as part of this alert that affect mirroring, shadowing, and journal restore. All released versions of InterSystems products are vulnerable to at least some of these. A short summary of each issue is provided below. Each of these issues is extremely rare, even if the necessary conditions are met. For more details about these defects, please see the maintenance release notes for the corrections listed below in Caché/Ensemble 2018.1.3 or IRIS 2019.1.1, or contact the Worldwide Response Center (WRC).

  • If mirror shutdown takes at least 10 seconds while stopping mirroring or shutting down an instance, this can result in the same defect on the same versions as issue #2 above. (Typically, mirror shutdown takes less than a second.)
  • Mirror dejournaling (on all released versions) can either silently apply a journal record incorrectly or exit due to an error.
  • Journal restore (on the same versions as #1 and #2) can either silently apply a journal record incorrectly or exit due to an error.
  • With parallel dejournaling enabled, mirroring can record an incorrect database checkpoint. If a system subsequently crashes or the checkpoint is recorded while manually stopping dejournaling, some journal records are not applied when dejournaling starts again. This affects the same versions as #1 and #2.
  • A backup mirror member can fail to apply a subset of journal records as part of becoming primary, if the original primary was forced down. This affects all released versions.
  • When dejournaling shuts down for any reason, then journal restore, mirroring, and shadowing are vulnerable to the same defect as issue #2. This affects 32-bit platforms for all released versions.
  • If dejournaling gets an error (such as <FILEFULL> or <DATABASE>) while applying a journal record to a specific database, it can then incorrectly mark a different database inactive; it then can continue applying data to the specific database, despite failing to apply the journal record that caused the error. This affects the same versions as #1 and #2.
  • Mirror database Catchup can fail to apply some journal records if a previous database Catchup on that database failed in some way. This affects all released versions.

 

Verifying Current Data Consistency

You can run DataCheck to verify the consistency of globals across mirror members, but it cannot guarantee that your system never encountered any of these defects. Specifically, if DataCheck reports consistent data, this means the systems are consistent now; however, they may not have been in the past, if affected globals were updated after the defect was encountered. For more information on DataCheck, see the “Data Consistency on Multiple Systems” chapter in the Data Integrity Guide or the Caché Data Integrity Guide.

 

Information about the Corrections

The corrections for these defects are identified as SML2776, SML2781, SML2782, SML2783, SML2785, JO2990, JO3117, JO3137, JO3140, JO3141, RJF391, RJF392, HYY2362, HYY2364, and HYY2373, and will be included in all future releases, including Caché/Ensemble 2018.1.3 and InterSystems IRIS data platform 2019.1.1 and 2019.3, and are available via Ad hoc distribution via the Worldwide Response Center (WRC). If you have any questions regarding this alert, please contact the Worldwide Response Center.

 

Appendix A: Affected HealthShare Products

For issues #1 and #2 the following HealthShare products are affected:

  • Information Exchange 15.03 and 2018.1
  • Unified Care Record 2019.1
  • Patient Index 15.03, 2018.1 and 2019.1
  • Health Insight 15.03, 2018.1 and 2019.1
  • Provider Directory 2019.1
  • Personal Community 12, 2018.1 and 2019.1
  • Health Connect 15.03, if built on Caché/Ensemble 2017.2 or 2018.1
  • Health Connect 2019.1

For issue #3, the following HealthShare products are affected:

  • Unified Care Record 2019.1
  • Patient Index 2019.1
  • Health Insight 2019.1
  • Provider Directory 2019.1
  • Personal Community 2019.1
  • Health Connect 15.03, if built on Caché/Ensemble 2018.1.2
  • Health Connect 2019.1

For issue #4, all versions of all products are vulnerable. The versions listed for issue #3 are particularly vulnerable to issue #4.

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