This document discusses quality considerations for digital health solutions. Digital health combines medical devices, mobile apps, and cloud services to monitor and manage patient treatment. It poses many challenges due to its complexity, regulations, and multiple components that must work together. The document recommends taking a life cycle approach with continuous validation of each component and system. It also advocates for an agile development process with testing at each sprint and maintaining a validated state. An end-to-end quality approach is suggested with roles covering quality management, testing, validation, and regulatory support to ensure quality across the entire integrated digital health solution.
Blancco Mobile Diagnostics enables mobile network
operators/carriers, device manufacturers, retailers,
customer service centers, insurers and resellers to
quickly and accurately find the source of device issues
and resolve them.
Embedded software engineering has become a much bigger and more complex domain than we could have imagined. As devices are expected to communicate with other devices and embedded subsystems, a much larger surface area has emerged for defects that threaten the safety, security, and reliability of the software. For example, the connected car not only introduces software safety and security concerns within the car as a system, interactions with environmental components, such as communicating with 'smart traffic lights' and vehicle-to-vehicle communication, potentially expose additional risk. Additionally, as car makers develop and merge functionality into 'the autopilot' mode, driver-assist technologies have become safety-critical technologies.
Embedded software organizations have always taken a 'shift-left' approach to software quality, rigorously applying defect prevention techniques early in the lifecycle. The demand for IoT requires a new testing paradigm that more closely resembles the challenges that Enterprise IT have faced for decades. As enterprise IT struggles to 'shift-left', embedded systems are struggling to 'shift-right' by testing more componentized and distributed architectures.
Blancco Mobile Diagnostics enables mobile network
operators/carriers, device manufacturers, retailers,
customer service centers, insurers and resellers to
quickly and accurately find the source of device issues
and resolve them.
Embedded software engineering has become a much bigger and more complex domain than we could have imagined. As devices are expected to communicate with other devices and embedded subsystems, a much larger surface area has emerged for defects that threaten the safety, security, and reliability of the software. For example, the connected car not only introduces software safety and security concerns within the car as a system, interactions with environmental components, such as communicating with 'smart traffic lights' and vehicle-to-vehicle communication, potentially expose additional risk. Additionally, as car makers develop and merge functionality into 'the autopilot' mode, driver-assist technologies have become safety-critical technologies.
Embedded software organizations have always taken a 'shift-left' approach to software quality, rigorously applying defect prevention techniques early in the lifecycle. The demand for IoT requires a new testing paradigm that more closely resembles the challenges that Enterprise IT have faced for decades. As enterprise IT struggles to 'shift-left', embedded systems are struggling to 'shift-right' by testing more componentized and distributed architectures.
Smart Building Analytics with Fault Detection and DiagnosticsJim Schwartz
Fault Detection and Diagnostic (FDD) analytics are used heavily in industries like aviation and medical equipment. Recent advances in the methodology and usability for Big Data analytics promise to make FDD a powerful tool in delivering more sustainable Smart Buildings.
A contemporary redesign of the traditional XiL system, capable of seamlessly going from verification and validation with SiL, through MiL and HiL, ending up as the backbone of a full-featured Digital Twin of the vehicle or system.
Plant check Mobile Operator Rounds EnglishYakup Bozkurt
Smart Mobile Operator Rounds with trends of manual readings and Manager's Dashboard to improve reliability and availability in industrial facilities.
Mobile PlantCheck.net ® Platform (everything on your local server) Operator Rounds with trends of manual readings and Manager's Dashboard to improve reliability and availability in industrial facilities.
+ Reduces o&m team's work effort
+ Increases reliability and availability
+ Enables analysis on data which was "not there" before;
+Saves OPEX
ManpowerGroup in cooperation with Applixure can provide IT environment analytics services to clients across Europe to help improve the efficiency of their IT environment.
Applying IEC 62304 Risk Management in Aligned Elements - the medical device ALMAligned AG
A concrete example of linking risk management using a preliminary hazard analysis approach with the software architecture when applying IEC 62304 in a medical device ALM.
The paper focuses on IoT as the latest trending technology in market and the challenges which a tester faces at both manual and automation front. The paper also sheds light on the scope of IoT in agile. The automation techniques which can be used are also elaborated in the same.
The Future of Quality and Regulatory for SaMDJanel Heilbrunn
Join industry experts from ICS and Greenlight Guru to discuss recent updates and changes in SaMD, regulatory and quality considerations in growing technologies including AI, mobile and cloud and three steps to take today to prepare for the future.
BIOMETRIC AND RFID TECHNOLOGY FUSSION: A SECURITY AND MONITORING MEASURES TO ...Henry Chukwuemeka Paul
This paper aims at evaluating, compare the RFID and Biometric technology and report result based on the performances in terms of various parameters that is analyzed. Currently, most schools and institutions do have difficulties to monitor their students’ security and attendance system using either RFID Card or biometrics alone, where the procedures are inefficient in monitoring the students’ security and managing their attendance. The application of RFID Card system as a school monitoring system to improve class attendance procedure, automatically monitor the interest group movements and increases their security. Using RFID makes it easier and faster to detect students’ attendance in a lecture class. In this system, the fingerprint recognition is also adopted to enhance the procedure of identifying authentication of student more securely and reliable for facilities management, gateway access and facilities control, it will also help the school management to provide visibility of assets and effective user tracking.
A leading legal services consulting firm with offices worldwide uses Applications Manager to ensure optimal performance of their business-critical applications and services.
nTireAudit helps the software developers in easily providing the open-ended, highly configurable and comprehensive Audit Trail functionality for their applications.
Confessions of an Internal Auditor: IT EditionBrad Adams
In-depth technical knowledge and experience isn’t necessary when auditing and accessing risks related to information technology and systems. Learn from a former internal auditor how remove barriers preventing meaningful IT reviews.
This infographic illustrates the responses of medical device developers who were asked what made their products stand out, and what skill and experience was most important.
Remote management and data access of solar pv systemsNirmal Thaliyil
This webinar provides high-level insights on data acquisition mechanisms commonly adopted for centralized Solar PV system. We will have la ook at how kalki.io as a cloud software solution helps in acquiring data from various assets and devices deployed in the field and helps you in diagnose issues using vendor specific tools remotely. Commercial and industrial power producer can make use of platform to collect data as an aggregator system from multiple field location and share those data with utility SCADA systems on standard interfaces. You can also make use of collected data by building or integrating custom applications on top of the platform using standard interfaces provided. Let’s look at how kalki.io centralized software as a service reduces your capital investment without compromising on the regulatory compliances and data security.
Computer Software Assurance (CSA): Understanding the FDA’s New Draft GuidanceGreenlight Guru
Understand the FDA's new draft guidance on Computer Software Assurance (CSA).
This presentation originally aired during the 2022 Future of QMS Requirements Virtual Summit.
-What are the blockers hurting organizations from modernizing their devOPS and testing approach to become agile
-How to embed quality across the SDLC, step by step, pragmatically
-Breaking down the dev-OPS wall by introducing production insight as current sprint activity
Smart Building Analytics with Fault Detection and DiagnosticsJim Schwartz
Fault Detection and Diagnostic (FDD) analytics are used heavily in industries like aviation and medical equipment. Recent advances in the methodology and usability for Big Data analytics promise to make FDD a powerful tool in delivering more sustainable Smart Buildings.
A contemporary redesign of the traditional XiL system, capable of seamlessly going from verification and validation with SiL, through MiL and HiL, ending up as the backbone of a full-featured Digital Twin of the vehicle or system.
Plant check Mobile Operator Rounds EnglishYakup Bozkurt
Smart Mobile Operator Rounds with trends of manual readings and Manager's Dashboard to improve reliability and availability in industrial facilities.
Mobile PlantCheck.net ® Platform (everything on your local server) Operator Rounds with trends of manual readings and Manager's Dashboard to improve reliability and availability in industrial facilities.
+ Reduces o&m team's work effort
+ Increases reliability and availability
+ Enables analysis on data which was "not there" before;
+Saves OPEX
ManpowerGroup in cooperation with Applixure can provide IT environment analytics services to clients across Europe to help improve the efficiency of their IT environment.
Applying IEC 62304 Risk Management in Aligned Elements - the medical device ALMAligned AG
A concrete example of linking risk management using a preliminary hazard analysis approach with the software architecture when applying IEC 62304 in a medical device ALM.
The paper focuses on IoT as the latest trending technology in market and the challenges which a tester faces at both manual and automation front. The paper also sheds light on the scope of IoT in agile. The automation techniques which can be used are also elaborated in the same.
The Future of Quality and Regulatory for SaMDJanel Heilbrunn
Join industry experts from ICS and Greenlight Guru to discuss recent updates and changes in SaMD, regulatory and quality considerations in growing technologies including AI, mobile and cloud and three steps to take today to prepare for the future.
BIOMETRIC AND RFID TECHNOLOGY FUSSION: A SECURITY AND MONITORING MEASURES TO ...Henry Chukwuemeka Paul
This paper aims at evaluating, compare the RFID and Biometric technology and report result based on the performances in terms of various parameters that is analyzed. Currently, most schools and institutions do have difficulties to monitor their students’ security and attendance system using either RFID Card or biometrics alone, where the procedures are inefficient in monitoring the students’ security and managing their attendance. The application of RFID Card system as a school monitoring system to improve class attendance procedure, automatically monitor the interest group movements and increases their security. Using RFID makes it easier and faster to detect students’ attendance in a lecture class. In this system, the fingerprint recognition is also adopted to enhance the procedure of identifying authentication of student more securely and reliable for facilities management, gateway access and facilities control, it will also help the school management to provide visibility of assets and effective user tracking.
A leading legal services consulting firm with offices worldwide uses Applications Manager to ensure optimal performance of their business-critical applications and services.
nTireAudit helps the software developers in easily providing the open-ended, highly configurable and comprehensive Audit Trail functionality for their applications.
Confessions of an Internal Auditor: IT EditionBrad Adams
In-depth technical knowledge and experience isn’t necessary when auditing and accessing risks related to information technology and systems. Learn from a former internal auditor how remove barriers preventing meaningful IT reviews.
This infographic illustrates the responses of medical device developers who were asked what made their products stand out, and what skill and experience was most important.
Remote management and data access of solar pv systemsNirmal Thaliyil
This webinar provides high-level insights on data acquisition mechanisms commonly adopted for centralized Solar PV system. We will have la ook at how kalki.io as a cloud software solution helps in acquiring data from various assets and devices deployed in the field and helps you in diagnose issues using vendor specific tools remotely. Commercial and industrial power producer can make use of platform to collect data as an aggregator system from multiple field location and share those data with utility SCADA systems on standard interfaces. You can also make use of collected data by building or integrating custom applications on top of the platform using standard interfaces provided. Let’s look at how kalki.io centralized software as a service reduces your capital investment without compromising on the regulatory compliances and data security.
Computer Software Assurance (CSA): Understanding the FDA’s New Draft GuidanceGreenlight Guru
Understand the FDA's new draft guidance on Computer Software Assurance (CSA).
This presentation originally aired during the 2022 Future of QMS Requirements Virtual Summit.
-What are the blockers hurting organizations from modernizing their devOPS and testing approach to become agile
-How to embed quality across the SDLC, step by step, pragmatically
-Breaking down the dev-OPS wall by introducing production insight as current sprint activity
Process and Regulated Processes Software Validation ElementsArta Doci
Medical device manufacturers operate in a competitive marketplace with increasing end-user demands for features and usability and in a highly regulated environment.
Regulatory bodies look for evidence that medical devices are developed under a structured, quality-oriented development process. By following software validation and verification best practices, one can not only increase the likelihood that they will meet their compliance goals, they can also enhance developer productivity.
Experitest & Capgemini held a co-webinar on the topic: A Secure Mobile Testing Cloud Resource - Accessible Anytime Anywhere. This interactive webinar will help you to learn more about a Cloud solution that offers features, functions and benefits for each member of the mobile-applications development team:
* For developers an easy reproduction of bugs and the ability to reserve a time slot;
* For QA managers, how to plan in advance device usage and control applications under test;
* For device lab managers a 24x7 continuous testing environment;
* For manual QA testers learn to emulate keyboards for devices and script automation;
* For automation engineers, automate tests via desktop, reserve devices, & generate reports;
* For the security team, resource access from the cloud within your company firewall;
* For executives – reduce user-device procurement costs, speed time-to-market, and improve user/customer experiences.
Security is a high priority when developing and testing mobile apps for companies that are sensitive to security. Access to a provider’s Cloud-hosted testing resources may be convenient and cost-effective, but the security of that environment falls under their control. What was originally a solution becomes a risk to your institution’s data and information.
Among other challenges faced by developers and testers using generic Cloud testing resources:
* Securing a location for devices.
* Concentrating a central pool of devices accessed by offsite development and testing teams;
* Distribution of work across geographically isolated teams;
* Specific device identification and availability;
The world's second largest pure play QA and Software Testing company and the largest independent software testing company in the US.
http://www.qualitestgroup.com/
We are a ISO 9001 certified technology solutions and compliance consulting services company with global capabilities deliverable throughout the entire product quality life cycle, allowing us to offer services at a very competitive price.
Our broad service portfolio, extensive experience, effective project management, and exceptional cost effectiveness, have already proven to be a winning combination for global corporations, as well as small and medium sized companies.
Enterprise QA and Application Testing ServicesHemang Rindani
Cygnet’s innovation and insight-driven software testing services have paved way for numerous path-breaking software applications. Our meticulous approach towards application testing eliminates pesky bugs, reduces the time-to-market while optimizing the total-cost-of-ownership.
Enterprise QA and Application Testing ServicesCygnet Infotech
Cygnet’s innovation and insight-driven software testing services have paved way for numerous path-breaking software applications. Our meticulous approach towards application testing eliminates pesky bugs, reduces the time-to-market while optimizing the total-cost-of-ownership.
Implementation of Integrated Digital Assurance Center of Excellence helps the client to be the market leader in Digital Age. A first time right approach (FTR), early detection of defects, customer centricity, business agility and seamless Omni-channel experience are the key imperatives of Digital Assurance CoE.
Corporate Presentation about Indus Aviation Systems LLP. We focussed on Satcom and Aviation related software product development. Looking forward for companies who are looking for IT partner to develop, maintain or test their products/application. We are also experience in developing Mobile Applications for various domain and Industries.
In this presentation you will learn about software quality management, the difference between QA and Testing and the ways to achieve better quality software. Kovair iTM - Integrated Test Management with its 100% web based, flexible and comprehensive test management platform helps teams in adopting DevOps.
AWS re:Invent 2016: Common Considerations for Data Integrity Controls in Heal...Amazon Web Services
This session is intended for customers seeking to build out a comprehensive plan around data integrity in the cloud. Information governance, system validation, PHI and PII records come with their own set of regulatory considerations - and by using tools such as AWS CloudFormation, Amazon Virtual Private Cloud, Directory Service, AWS SDKs, RDS, AWS CloudTrail, and Amazon CloudWatch portions of the governance burden can be lifted, offloaded, or partnered around. A look at the top ten data integrity controls will be considered, including a customer presentation featuring an example of a regulated quality management system. Finally, the physical import/export tool Snowball's addition to the AWS Business Associate Agreement (BAA) program will be discussed, along with the practical application and security implications of chain of custody.
When Medical Device Software Fails Due to Improper Verification & Validation ...Sterling Medical Devices
Verification and validation are critical components in the development life cycle of any software and the results of the V & V process are imperative to the safety of the medical device.
Appetite For Risk - Continuous Delivery In A Regulated EnvironmentUXDXConf
Software needs to be released early and often AND it needs to be thoroughly tested. But in life sciences, customers are responsible for verifying every upgrade of your software. How do you reconcile your need for fast learning and feedback with the burden that each release puts on your customers?
In this talk Kevin will cover:
- The multiple levels of validation required in life-sciences software
- The technical challenge of automating validation at each level
- How to ensure regulator approved quality with multiple autonomous teams and codebases
- Getting buy-in from the developers, internal QA, customers and regulators
Next generation software testing trendsArun Kulkarni
Over 2/3rd of software development projects using agile method to deliver software quickly. As software releases become more frequent, testing processes have to keep pace and adopt continuous QA.
Softimize, the first and leading IoT cloud-mobile-web provider for OEMs in Israel, with special focus on Medical IoT. Softimize's R&D standards comply with IEC 62304, ISO 13485, ISO 14971 and ISO 27001/27799. Softimize's products are HIPAA eligible.
Field Employee Tracking System| MiTrack App| Best Employee Tracking Solution|...informapgpstrackings
Keep tabs on your field staff effortlessly with Informap Technology Centre LLC. Real-time tracking, task assignment, and smart features for efficient management. Request a live demo today!
For more details, visit us : https://informapuae.com/field-staff-tracking/
OpenFOAM solver for Helmholtz equation, helmholtzFoam / helmholtzBubbleFoamtakuyayamamoto1800
In this slide, we show the simulation example and the way to compile this solver.
In this solver, the Helmholtz equation can be solved by helmholtzFoam. Also, the Helmholtz equation with uniformly dispersed bubbles can be simulated by helmholtzBubbleFoam.
Cyaniclab : Software Development Agency Portfolio.pdfCyanic lab
CyanicLab, an offshore custom software development company based in Sweden,India, Finland, is your go-to partner for startup development and innovative web design solutions. Our expert team specializes in crafting cutting-edge software tailored to meet the unique needs of startups and established enterprises alike. From conceptualization to execution, we offer comprehensive services including web and mobile app development, UI/UX design, and ongoing software maintenance. Ready to elevate your business? Contact CyanicLab today and let us propel your vision to success with our top-notch IT solutions.
Providing Globus Services to Users of JASMIN for Environmental Data AnalysisGlobus
JASMIN is the UK’s high-performance data analysis platform for environmental science, operated by STFC on behalf of the UK Natural Environment Research Council (NERC). In addition to its role in hosting the CEDA Archive (NERC’s long-term repository for climate, atmospheric science & Earth observation data in the UK), JASMIN provides a collaborative platform to a community of around 2,000 scientists in the UK and beyond, providing nearly 400 environmental science projects with working space, compute resources and tools to facilitate their work. High-performance data transfer into and out of JASMIN has always been a key feature, with many scientists bringing model outputs from supercomputers elsewhere in the UK, to analyse against observational or other model data in the CEDA Archive. A growing number of JASMIN users are now realising the benefits of using the Globus service to provide reliable and efficient data movement and other tasks in this and other contexts. Further use cases involve long-distance (intercontinental) transfers to and from JASMIN, and collecting results from a mobile atmospheric radar system, pushing data to JASMIN via a lightweight Globus deployment. We provide details of how Globus fits into our current infrastructure, our experience of the recent migration to GCSv5.4, and of our interest in developing use of the wider ecosystem of Globus services for the benefit of our user community.
Globus Connect Server Deep Dive - GlobusWorld 2024Globus
We explore the Globus Connect Server (GCS) architecture and experiment with advanced configuration options and use cases. This content is targeted at system administrators who are familiar with GCS and currently operate—or are planning to operate—broader deployments at their institution.
top nidhi software solution freedownloadvrstrong314
This presentation emphasizes the importance of data security and legal compliance for Nidhi companies in India. It highlights how online Nidhi software solutions, like Vector Nidhi Software, offer advanced features tailored to these needs. Key aspects include encryption, access controls, and audit trails to ensure data security. The software complies with regulatory guidelines from the MCA and RBI and adheres to Nidhi Rules, 2014. With customizable, user-friendly interfaces and real-time features, these Nidhi software solutions enhance efficiency, support growth, and provide exceptional member services. The presentation concludes with contact information for further inquiries.
Custom Healthcare Software for Managing Chronic Conditions and Remote Patient...Mind IT Systems
Healthcare providers often struggle with the complexities of chronic conditions and remote patient monitoring, as each patient requires personalized care and ongoing monitoring. Off-the-shelf solutions may not meet these diverse needs, leading to inefficiencies and gaps in care. It’s here, custom healthcare software offers a tailored solution, ensuring improved care and effectiveness.
Globus Compute wth IRI Workflows - GlobusWorld 2024Globus
As part of the DOE Integrated Research Infrastructure (IRI) program, NERSC at Lawrence Berkeley National Lab and ALCF at Argonne National Lab are working closely with General Atomics on accelerating the computing requirements of the DIII-D experiment. As part of the work the team is investigating ways to speedup the time to solution for many different parts of the DIII-D workflow including how they run jobs on HPC systems. One of these routes is looking at Globus Compute as a way to replace the current method for managing tasks and we describe a brief proof of concept showing how Globus Compute could help to schedule jobs and be a tool to connect compute at different facilities.
Innovating Inference - Remote Triggering of Large Language Models on HPC Clus...Globus
Large Language Models (LLMs) are currently the center of attention in the tech world, particularly for their potential to advance research. In this presentation, we'll explore a straightforward and effective method for quickly initiating inference runs on supercomputers using the vLLM tool with Globus Compute, specifically on the Polaris system at ALCF. We'll begin by briefly discussing the popularity and applications of LLMs in various fields. Following this, we will introduce the vLLM tool, and explain how it integrates with Globus Compute to efficiently manage LLM operations on Polaris. Attendees will learn the practical aspects of setting up and remotely triggering LLMs from local machines, focusing on ease of use and efficiency. This talk is ideal for researchers and practitioners looking to leverage the power of LLMs in their work, offering a clear guide to harnessing supercomputing resources for quick and effective LLM inference.
Developing Distributed High-performance Computing Capabilities of an Open Sci...Globus
COVID-19 had an unprecedented impact on scientific collaboration. The pandemic and its broad response from the scientific community has forged new relationships among public health practitioners, mathematical modelers, and scientific computing specialists, while revealing critical gaps in exploiting advanced computing systems to support urgent decision making. Informed by our team’s work in applying high-performance computing in support of public health decision makers during the COVID-19 pandemic, we present how Globus technologies are enabling the development of an open science platform for robust epidemic analysis, with the goal of collaborative, secure, distributed, on-demand, and fast time-to-solution analyses to support public health.
Paketo Buildpacks : la meilleure façon de construire des images OCI? DevopsDa...Anthony Dahanne
Les Buildpacks existent depuis plus de 10 ans ! D’abord, ils étaient utilisés pour détecter et construire une application avant de la déployer sur certains PaaS. Ensuite, nous avons pu créer des images Docker (OCI) avec leur dernière génération, les Cloud Native Buildpacks (CNCF en incubation). Sont-ils une bonne alternative au Dockerfile ? Que sont les buildpacks Paketo ? Quelles communautés les soutiennent et comment ?
Venez le découvrir lors de cette session ignite
SOCRadar Research Team: Latest Activities of IntelBrokerSOCRadar
The European Union Agency for Law Enforcement Cooperation (Europol) has suffered an alleged data breach after a notorious threat actor claimed to have exfiltrated data from its systems. Infamous data leaker IntelBroker posted on the even more infamous BreachForums hacking forum, saying that Europol suffered a data breach this month.
The alleged breach affected Europol agencies CCSE, EC3, Europol Platform for Experts, Law Enforcement Forum, and SIRIUS. Infiltration of these entities can disrupt ongoing investigations and compromise sensitive intelligence shared among international law enforcement agencies.
However, this is neither the first nor the last activity of IntekBroker. We have compiled for you what happened in the last few days. To track such hacker activities on dark web sources like hacker forums, private Telegram channels, and other hidden platforms where cyber threats often originate, you can check SOCRadar’s Dark Web News.
Stay Informed on Threat Actors’ Activity on the Dark Web with SOCRadar!
How to Position Your Globus Data Portal for Success Ten Good PracticesGlobus
Science gateways allow science and engineering communities to access shared data, software, computing services, and instruments. Science gateways have gained a lot of traction in the last twenty years, as evidenced by projects such as the Science Gateways Community Institute (SGCI) and the Center of Excellence on Science Gateways (SGX3) in the US, The Australian Research Data Commons (ARDC) and its platforms in Australia, and the projects around Virtual Research Environments in Europe. A few mature frameworks have evolved with their different strengths and foci and have been taken up by a larger community such as the Globus Data Portal, Hubzero, Tapis, and Galaxy. However, even when gateways are built on successful frameworks, they continue to face the challenges of ongoing maintenance costs and how to meet the ever-expanding needs of the community they serve with enhanced features. It is not uncommon that gateways with compelling use cases are nonetheless unable to get past the prototype phase and become a full production service, or if they do, they don't survive more than a couple of years. While there is no guaranteed pathway to success, it seems likely that for any gateway there is a need for a strong community and/or solid funding streams to create and sustain its success. With over twenty years of examples to draw from, this presentation goes into detail for ten factors common to successful and enduring gateways that effectively serve as best practices for any new or developing gateway.
A Comprehensive Look at Generative AI in Retail App Testing.pdfkalichargn70th171
Traditional software testing methods are being challenged in retail, where customer expectations and technological advancements continually shape the landscape. Enter generative AI—a transformative subset of artificial intelligence technologies poised to revolutionize software testing.
TROUBLESHOOTING 9 TYPES OF OUTOFMEMORYERRORTier1 app
Even though at surface level ‘java.lang.OutOfMemoryError’ appears as one single error; underlyingly there are 9 types of OutOfMemoryError. Each type of OutOfMemoryError has different causes, diagnosis approaches and solutions. This session equips you with the knowledge, tools, and techniques needed to troubleshoot and conquer OutOfMemoryError in all its forms, ensuring smoother, more efficient Java applications.
Accelerate Enterprise Software Engineering with PlatformlessWSO2
Key takeaways:
Challenges of building platforms and the benefits of platformless.
Key principles of platformless, including API-first, cloud-native middleware, platform engineering, and developer experience.
How Choreo enables the platformless experience.
How key concepts like application architecture, domain-driven design, zero trust, and cell-based architecture are inherently a part of Choreo.
Demo of an end-to-end app built and deployed on Choreo.
Accelerate Enterprise Software Engineering with Platformless
Comply
1. Quality in Digital Health
Gai Anbar, Comply
V&V in Agile
Medical Device Development
2. About Comply
Developer of Skyline, a novel, end to end
data management platform for Biotech and
Chemistry based R&D
A leading provider of consulting services in
Quality for Digital Health, Computerized
Systems Validation and IT QA
3. Established in 2005
80+ Employees
Partnered with Ness in 2015
Working with top tier pharma, medical device,
biotech and chemical organizations
5. In digital health, we provide the customer with a technological
solution to manage and monitor their medical treatment.
Smart
Device
Drug
Mobile
device /
app
Cloud
services
Monitoring
& analytics
What is Digital Health ?
6. Only 2 FDA Approved Drug-Device Combination
Products
Proteus Discover Teva ProAir® Digihaler
7. Challenges
• Very complex, innovative technology
• Multiple players – internal and external
• Developing regulations
• Varying markets (languages, regulations, ..)
• Multiple applications, multiple versions, multiple
devices
• On schedule, on budget, on quality
Data privacy & security
Bluetooth
Encryption
High performance
High availability
Smart devices
Firmware
Mobile: iOS, Android
Cloud storage
Cloud services
Small, integrated,
highly specialized
team
8. Independent and Integrated System
The Product is the integrated system
Digital Health
Platform
Infrastructure
Application
Application
Application
Application
Application
External Services
Mobile
Apps
Qualified
Infrastructure
Validated
Platform
Validated
Product
Validated
Mobile
Apps
Validated
9. Life Cycle Approach / Continuous Validation
• Each component subsystem has its own life cycle.
• Standard SW & HW testing [usually Agile]
• Three layers of Validation:
1) Qualification of infrastructure
2) Validation of each system
3) Validation of the submitted Product
• Other official testing:
Usability & Human Factors studies
Simulated real-life testing
Cyber security
10. Development Phase – Agile Approach
• Testing: for each Sprint
• Qualification: of infrastructure
and tools
• Validation: before release
Maintaining the Validated state
• Change Management
• Deviation Management
• Maintenance & Support
• Periodic Review
• Continuous testing [automation]
Life Cycle Approach / Continuous Validation
11. End to end testing and verification
| 11 |
Automated testing platform
Nightly runs
Continuous integration
Multiple mobile phones devices
Multiple OS’s
Validated hardware-based medical device
simulator
For software testing
For Automation
End-to-end testing of complete solution
Integration tested by Automation
13. End-to-End Quality
Quality System
SDLC
Documents
Testing
Automated
testing
Validation
Regulatory
Support
Quality
Support
Support of quality system
and regulatory submissions
Testing and validation for the
complete system and it’s sub-
systems in a smart approach where
each has it’s own life-cycle:
From the physical device to the app
and cloud.
Testing of development
sprints, complimenting the
testing done by the
development groups.
Validation of all the tools,
platform, services, mobile
apps, cloud storage,
cloud .
Build and maintain the
automated test platform
Achieve high synergy: small, integrated, highly specialized team