ManpowerGroup in cooperation with Applixure can provide IT environment analytics services to clients across Europe to help improve the efficiency of their IT environment.
1. Generalized audit software is a common computer-assisted audit tool that mines and analyzes data to identify anomalies, errors, and omissions.
2. It provides auditors with direct access to computerized records and the ability to efficiently deal with large quantities of data.
3. Generalized audit software packages can perform tasks like footings and balancing of files, selecting and reporting data, statistical sampling, and comparing files to identify differences.
This document discusses test data approach, a white box testing technique used by auditors. It defines test data as involving the auditor preparing test transactions, including intentional errors, to test if a system detects errors. There are different approaches to test data, such as using live or dummy data. The document also describes the types of test data, including base case system evaluation and tracing, and discusses the advantages and disadvantages of test data approach.
This document summarizes a presentation about comprehensive datacenter monitoring solutions. It discusses the need for improved monitoring processes to prevent downtime due to budget cuts. It then outlines leading causes of downtime and costs of downtime for different industries. The presentation introduces the Environet monitoring system, which integrates disparate monitoring systems using multiple protocols. Environet provides features like alarm monitoring, historical trending, predictive analysis, and customizable views to provide comprehensive datacenter management.
Parallel simulation involves an auditor writing a program to replicate part of a client's application system and processing actual client data through audit software. The auditor compares the output from the simulation to the client's actual results. Parallel simulation allows auditors to verify transaction processing and client results. It is one technique auditors use to obtain evidence on the quality of records produced by client systems. The auditor must understand the client's application and develop a simulation that accurately replicates client processes.
This document discusses how IT risk monitoring software from NEXThink can help reduce clinical and legal risks for hospitals. The software monitors IT systems to ensure compliance with standards for PC configuration, security policies, and medical applications. It also monitors quality of service and end-user support. This helps reduce risks from issues like weak security, application errors, and poor system performance that could negatively impact healthcare services and lead to legal and financial problems. NEXThink claims its software provides real-time monitoring and troubleshooting capabilities to help hospitals better manage IT systems and risks.
Computer-Assisted Audit Tools and Techniques_supriadi
Be familiar with the classes of transaction input controls used by accounting applications.
Understand the objectives and techniques used to implement processing controls, including run-to-run, operator inventions, and audit trail controls.
Understand the methods used to establish effective output controls for both batch and real-time systems.
Functional Safety is a holistic analysis that evaluates how a product's hardware and software interact and respond to ensure proper performance, well-being, and security. It involves analyzing safety standards, failure modes, and risk levels. Intertek's Functional Safety services support customers through each step of the process from product development to operations. This results in optimized and secure systems that comply with relevant safety standards and specifications.
Have you navigated your predictive maintenance maturity level?
Navigating the maturity level of your predictive maintenance model could help you identify the new requirements of your business to utilize the data more effectively. Check out the post to explore more about predictive maintenance maturity level and how you can improve on the levels to increase your operational effectiveness.
1. Generalized audit software is a common computer-assisted audit tool that mines and analyzes data to identify anomalies, errors, and omissions.
2. It provides auditors with direct access to computerized records and the ability to efficiently deal with large quantities of data.
3. Generalized audit software packages can perform tasks like footings and balancing of files, selecting and reporting data, statistical sampling, and comparing files to identify differences.
This document discusses test data approach, a white box testing technique used by auditors. It defines test data as involving the auditor preparing test transactions, including intentional errors, to test if a system detects errors. There are different approaches to test data, such as using live or dummy data. The document also describes the types of test data, including base case system evaluation and tracing, and discusses the advantages and disadvantages of test data approach.
This document summarizes a presentation about comprehensive datacenter monitoring solutions. It discusses the need for improved monitoring processes to prevent downtime due to budget cuts. It then outlines leading causes of downtime and costs of downtime for different industries. The presentation introduces the Environet monitoring system, which integrates disparate monitoring systems using multiple protocols. Environet provides features like alarm monitoring, historical trending, predictive analysis, and customizable views to provide comprehensive datacenter management.
Parallel simulation involves an auditor writing a program to replicate part of a client's application system and processing actual client data through audit software. The auditor compares the output from the simulation to the client's actual results. Parallel simulation allows auditors to verify transaction processing and client results. It is one technique auditors use to obtain evidence on the quality of records produced by client systems. The auditor must understand the client's application and develop a simulation that accurately replicates client processes.
This document discusses how IT risk monitoring software from NEXThink can help reduce clinical and legal risks for hospitals. The software monitors IT systems to ensure compliance with standards for PC configuration, security policies, and medical applications. It also monitors quality of service and end-user support. This helps reduce risks from issues like weak security, application errors, and poor system performance that could negatively impact healthcare services and lead to legal and financial problems. NEXThink claims its software provides real-time monitoring and troubleshooting capabilities to help hospitals better manage IT systems and risks.
Computer-Assisted Audit Tools and Techniques_supriadi
Be familiar with the classes of transaction input controls used by accounting applications.
Understand the objectives and techniques used to implement processing controls, including run-to-run, operator inventions, and audit trail controls.
Understand the methods used to establish effective output controls for both batch and real-time systems.
Functional Safety is a holistic analysis that evaluates how a product's hardware and software interact and respond to ensure proper performance, well-being, and security. It involves analyzing safety standards, failure modes, and risk levels. Intertek's Functional Safety services support customers through each step of the process from product development to operations. This results in optimized and secure systems that comply with relevant safety standards and specifications.
Have you navigated your predictive maintenance maturity level?
Navigating the maturity level of your predictive maintenance model could help you identify the new requirements of your business to utilize the data more effectively. Check out the post to explore more about predictive maintenance maturity level and how you can improve on the levels to increase your operational effectiveness.
The document discusses integrated test facilities (ITF), which is an automated technique that allows auditors to test an application's logic and controls during normal operation. An ITF creates a dummy test environment for auditors to run test transactions and monitor their effects. This allows controls to be tested economically without disrupting users or requiring IT assistance. Key advantages include continuous monitoring, low cost, ability to perform unscheduled tests, and providing evidence of correct program functions. A potential disadvantage is the risk of corrupting data files with test data. The document provides an example of how auditors might test a payroll system using an ITF.
Computer Assisted Audit Techniques (CAATS) - IS AUDITShahzeb Pirzada
This document discusses computer assisted audit techniques (CAATS) which are tools used by auditors to analyze large amounts of client data. It describes two categories of CAATs - audit software, which can extract samples, check ratios, and perform other procedures; and test data, which involves submitting test transactions to check for errors. The benefits of CAATs include independent data access, testing of IT controls, and more efficient audits. Potential disadvantages include costs, client cooperation, and requiring specialized IT skills.
This document provides an introduction to computer auditing. It discusses the purpose and definition of computer auditing, as well as its origins and changing nature. It describes the role of computer auditors and the main areas of their work, including systems under development, live applications, IT infrastructure, and audit automation. For systems under development specifically, it outlines the importance of project management and the systems development life cycle, and notes the computer auditor's role in providing independent oversight of project management practices.
www.ivpower.com
IVPower is a software dedicated to real-time monitoring of transmission and distribution grids.
IVPower provides essential information about power system disturbances for control and maintenance purpose.
Using mainly disturbance records and event logs from protection devices, IVPower offers innovative and eay-to-use web-based applications dedicated to operators in control centers, post mortem analysis experts and asset managers.
The document discusses security metrics for information technology systems. It describes the components of an effective metrics program, including management support, policies and procedures, quantifiable performance metrics, and results-oriented analysis. It also outlines different types of metrics that can be used, such as implementation metrics, effectiveness metrics, efficiency metrics, and impact metrics. Examples are provided to illustrate level 4 and 5 maturity metrics that validate password policies and measure the impact of security training. Forms are included to help define specific metrics according to factors like performance goals, objectives, data sources, and indicators.
The document discusses various types of application controls. It begins by listing the most common types as input control, process control, and output control. It then provides more details on each type of application control, including definitions and examples. It explains that application controls regulate the input, processing, and output of an application in order to ensure complete and accurate processing of data. The risks of input, processing, and outputs are also summarized.
Ecolibrium Energy provides predictive maintenance system. Predictive maintenance technologies and sensors help in smoother functionality. Visit us for more info on predictive maintenance software.
Technology Audit | IT Audit | ERP Audit | Database Security Arish Roy
you are invited to utilize our services!
IT Infra Audit, Technology audit, penetration testing, Database security, We provides you to the best work finishing.
Spur Infrastructure Performance With Proactive IT MonitoringCA Technologies
The application economy is forcing infrastructure monitoring strategies to adapt rapidly. Can your approach and tools keep pace?
View this deck from a recent webcast to learn how your IT monitoring approach and tools can be enhanced to meet the heightened demands of performance and availability across hybrid infrastructure that support today’s applications.
Learn more at http://bit.ly/1ttxgLp
Future of IIoT Predictive Maintenance StudyPresenso
What is the future of IIoT Predictive Maintenance? Emory University and Presenso partner for this study of Operations and Maintenance professionals to get their perspective on this new solution.
Using the Industrial Internet to Move From Planned Maintenance to Predictive ...Sentient Science
Sentient Science provides Prognostics Health Management using the Industrial Internet and will show practical examples of driving down O&M costs by moving from Planned Preventative Maintenance (PPM) to Predictive Health Maintenance (PHM) for distributed assets. This presentation will outline how the IIC, and the practical benefits of integrating your distributed assets with prognostics, predictive models for life extension.
This document discusses IT general controls, which are controls that ensure information processing takes place in a reasonably controlled and consistent environment. It describes different types of IT general controls such as logical access controls, program change controls, and IT operations controls. Logical access controls ensure proper user access and passwords while program change controls mandate separate development and production environments and documentation of changes. The document also distinguishes between tests of controls, which evaluate if application and IT general controls are designed and operating effectively, and tests of transactions, which sample data to indirectly assess if an application control is functioning properly over time.
Inspace offers various IT services and provides applications for business needs and growth through specially designed IT audit and infrastructure services that helps the client explore the power of technology.
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.
The document discusses two broad groupings of information systems control activities: general controls and application controls. General controls relate to many IS applications and support effective application controls by ensuring continued operation of IS. They include logical access controls, system development life cycle controls, program change management controls, and data center physical security controls. Application controls are designed to ensure complete and accurate processing of data from input through output and include controls over input, processing, and output of applications. The design of general controls depends on application control requirements and enterprise risk management, while reliance on application controls depends on the design and operating effectiveness of general controls.
CIE AS Level Applied ICT Unit 4 - Systems Life CycleMr G
The document outlines the key stages in the systems life cycle including analysis, design, development, testing and implementation, evaluation and maintenance, and documentation. Analysis involves feasibility studies, data collection, and requirements specification. Design includes output, input, and process design as well as hardware and software selection. Development is when programming and data structures are created. Testing and implementation involves testing modules and the whole system, then implementing using various strategies. Evaluation assesses the system and maintenance includes perfective, corrective and adaptive changes. Documentation covers technical details for specialists and user guides.
Foundation, Transition, Transform – Koch’s Journey Toward The Plant of the Fu...Yokogawa1
In recent years, Koch Industries has accelerated its digitalization efforts to increase safety and competitiveness of its key manufacturing / production assets. The company is on a journey toward “Plant of the Future”. This involves developing a solid digital foundation, off which to transition and transform into The Plant Of The Future. This presentation will outline how Koch is developing and implementing its digital strategy.
The document provides an overview of IT audit, risk and controls, and the audit process. It discusses assurance engagements, the ISACA code of professional ethics, types of auditing, factors to consider in planning an IT audit such as risk and controls, internal control in a CIS environment including general and application controls, and references.
Defining an IT Auditor,
IT Auditor Certifications & ISACA,
IT Audit Phases,
Preparing to be Audited,
How IT auditor audits an Applications,
Auditing technology for Information System.
This document discusses security metrics and how they can be used to measure an organization's security posture over time. It begins by explaining why security metrics are important for benchmarking security investments, ensuring compliance, and identifying security issues. It then defines what a security metric is and provides examples of common metrics. The document outlines best practices for deciding which metrics to collect, how to collect them, and how metrics can be used to perform effective risk analysis and demonstrate the financial impact of security. It also provides a hypothetical example of creating security metrics for a point-of-sale system and calculating a risk score. Finally, it discusses challenges with security metrics and provides references for further reading.
The document discusses integrated test facilities (ITF), which is an automated technique that allows auditors to test an application's logic and controls during normal operation. An ITF creates a dummy test environment for auditors to run test transactions and monitor their effects. This allows controls to be tested economically without disrupting users or requiring IT assistance. Key advantages include continuous monitoring, low cost, ability to perform unscheduled tests, and providing evidence of correct program functions. A potential disadvantage is the risk of corrupting data files with test data. The document provides an example of how auditors might test a payroll system using an ITF.
Computer Assisted Audit Techniques (CAATS) - IS AUDITShahzeb Pirzada
This document discusses computer assisted audit techniques (CAATS) which are tools used by auditors to analyze large amounts of client data. It describes two categories of CAATs - audit software, which can extract samples, check ratios, and perform other procedures; and test data, which involves submitting test transactions to check for errors. The benefits of CAATs include independent data access, testing of IT controls, and more efficient audits. Potential disadvantages include costs, client cooperation, and requiring specialized IT skills.
This document provides an introduction to computer auditing. It discusses the purpose and definition of computer auditing, as well as its origins and changing nature. It describes the role of computer auditors and the main areas of their work, including systems under development, live applications, IT infrastructure, and audit automation. For systems under development specifically, it outlines the importance of project management and the systems development life cycle, and notes the computer auditor's role in providing independent oversight of project management practices.
www.ivpower.com
IVPower is a software dedicated to real-time monitoring of transmission and distribution grids.
IVPower provides essential information about power system disturbances for control and maintenance purpose.
Using mainly disturbance records and event logs from protection devices, IVPower offers innovative and eay-to-use web-based applications dedicated to operators in control centers, post mortem analysis experts and asset managers.
The document discusses security metrics for information technology systems. It describes the components of an effective metrics program, including management support, policies and procedures, quantifiable performance metrics, and results-oriented analysis. It also outlines different types of metrics that can be used, such as implementation metrics, effectiveness metrics, efficiency metrics, and impact metrics. Examples are provided to illustrate level 4 and 5 maturity metrics that validate password policies and measure the impact of security training. Forms are included to help define specific metrics according to factors like performance goals, objectives, data sources, and indicators.
The document discusses various types of application controls. It begins by listing the most common types as input control, process control, and output control. It then provides more details on each type of application control, including definitions and examples. It explains that application controls regulate the input, processing, and output of an application in order to ensure complete and accurate processing of data. The risks of input, processing, and outputs are also summarized.
Ecolibrium Energy provides predictive maintenance system. Predictive maintenance technologies and sensors help in smoother functionality. Visit us for more info on predictive maintenance software.
Technology Audit | IT Audit | ERP Audit | Database Security Arish Roy
you are invited to utilize our services!
IT Infra Audit, Technology audit, penetration testing, Database security, We provides you to the best work finishing.
Spur Infrastructure Performance With Proactive IT MonitoringCA Technologies
The application economy is forcing infrastructure monitoring strategies to adapt rapidly. Can your approach and tools keep pace?
View this deck from a recent webcast to learn how your IT monitoring approach and tools can be enhanced to meet the heightened demands of performance and availability across hybrid infrastructure that support today’s applications.
Learn more at http://bit.ly/1ttxgLp
Future of IIoT Predictive Maintenance StudyPresenso
What is the future of IIoT Predictive Maintenance? Emory University and Presenso partner for this study of Operations and Maintenance professionals to get their perspective on this new solution.
Using the Industrial Internet to Move From Planned Maintenance to Predictive ...Sentient Science
Sentient Science provides Prognostics Health Management using the Industrial Internet and will show practical examples of driving down O&M costs by moving from Planned Preventative Maintenance (PPM) to Predictive Health Maintenance (PHM) for distributed assets. This presentation will outline how the IIC, and the practical benefits of integrating your distributed assets with prognostics, predictive models for life extension.
This document discusses IT general controls, which are controls that ensure information processing takes place in a reasonably controlled and consistent environment. It describes different types of IT general controls such as logical access controls, program change controls, and IT operations controls. Logical access controls ensure proper user access and passwords while program change controls mandate separate development and production environments and documentation of changes. The document also distinguishes between tests of controls, which evaluate if application and IT general controls are designed and operating effectively, and tests of transactions, which sample data to indirectly assess if an application control is functioning properly over time.
Inspace offers various IT services and provides applications for business needs and growth through specially designed IT audit and infrastructure services that helps the client explore the power of technology.
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.
The document discusses two broad groupings of information systems control activities: general controls and application controls. General controls relate to many IS applications and support effective application controls by ensuring continued operation of IS. They include logical access controls, system development life cycle controls, program change management controls, and data center physical security controls. Application controls are designed to ensure complete and accurate processing of data from input through output and include controls over input, processing, and output of applications. The design of general controls depends on application control requirements and enterprise risk management, while reliance on application controls depends on the design and operating effectiveness of general controls.
CIE AS Level Applied ICT Unit 4 - Systems Life CycleMr G
The document outlines the key stages in the systems life cycle including analysis, design, development, testing and implementation, evaluation and maintenance, and documentation. Analysis involves feasibility studies, data collection, and requirements specification. Design includes output, input, and process design as well as hardware and software selection. Development is when programming and data structures are created. Testing and implementation involves testing modules and the whole system, then implementing using various strategies. Evaluation assesses the system and maintenance includes perfective, corrective and adaptive changes. Documentation covers technical details for specialists and user guides.
Foundation, Transition, Transform – Koch’s Journey Toward The Plant of the Fu...Yokogawa1
In recent years, Koch Industries has accelerated its digitalization efforts to increase safety and competitiveness of its key manufacturing / production assets. The company is on a journey toward “Plant of the Future”. This involves developing a solid digital foundation, off which to transition and transform into The Plant Of The Future. This presentation will outline how Koch is developing and implementing its digital strategy.
The document provides an overview of IT audit, risk and controls, and the audit process. It discusses assurance engagements, the ISACA code of professional ethics, types of auditing, factors to consider in planning an IT audit such as risk and controls, internal control in a CIS environment including general and application controls, and references.
Defining an IT Auditor,
IT Auditor Certifications & ISACA,
IT Audit Phases,
Preparing to be Audited,
How IT auditor audits an Applications,
Auditing technology for Information System.
This document discusses security metrics and how they can be used to measure an organization's security posture over time. It begins by explaining why security metrics are important for benchmarking security investments, ensuring compliance, and identifying security issues. It then defines what a security metric is and provides examples of common metrics. The document outlines best practices for deciding which metrics to collect, how to collect them, and how metrics can be used to perform effective risk analysis and demonstrate the financial impact of security. It also provides a hypothetical example of creating security metrics for a point-of-sale system and calculating a risk score. Finally, it discusses challenges with security metrics and provides references for further reading.
How to choose the best IT infrastructure monitoring tool for your businessDevLabs Global
Infrastructure monitoring refers to a set of practices, tools, and technologies used to monitor and manage the performance, availability, and health of an organization’s IT infrastructure. It involves the continuous monitoring of various components within an infrastructure, such as servers, networks, databases, applications, and other critical systems. A typical IT infrastructure monitoring tools offers a range of features and functionalities to ensure the smooth operation and optimal performance of an organization’s IT systems.
1) The document discusses conducting a technology audit to understand an organization's current IT utilization levels and make recommendations. It covers areas like business functionality, ease of use, security, data availability, confidentiality and integrity.
2) The audit follows a 3-tier methodology and examines hardware, software, connectivity, security, systems usage and more. Findings are presented in a report identifying gaps between IT deployment and business goals.
3) Recommendations aim to optimize return on IT investments by getting more value from existing systems rather than investing more in IT. Benefits include improved productivity, security, cost savings and relationships.
Technology Audit (TA) enables organization leaders understand the present IT utilization levels. The Audit process typically begins by understanding the vision, mission and the business goals of the customer. A high level mapping of the current IT deployment in relation to the business objectives is carried out, and possible gaps between the business objectives and IT deployment is observed and noted.
The document discusses various types of technology audits that can be conducted by an organization. It describes audits of IT infrastructure including power infrastructure, network infrastructure, server and backup infrastructure, desktops and laptops, IT asset assessment, software licensing, core applications, data security, infrastructure maintenance, and connectivity. The audits are aimed at understanding how well an organization's IT deployment aligns with its business objectives, identifying gaps, and providing recommendations to optimize returns on IT investments.
JonJon Shende is the Director of IT Services at EBSL Technologies. He ensures optimal performance from vendors by having clear policies and procedures understood by all participants, and integrating event management across systems using event correlation and root cause analysis to improve resolution times. He keeps his management informed of department efforts by separating notifications into critical and non-critical categories, emailing managers within an hour for critical issues to assess severity and find solutions first before notifying.
For all Maximo users: want to take the next step and not only do maintenance, but also predict how you can cut cost even further?
#ibm #maximo. Feel to get in touch http://www.ibm.com/connect/ibm/be/en/resources/jos_wessels/
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.
SplunkLive! Zurich 2018: Integrating Metrics and LogsSplunk
This document discusses integrating metrics and logs in Splunk for enhanced troubleshooting and monitoring. It provides an overview of metrics and how they are defined, compared to events. Metrics support in Splunk allows for more efficient aggregation, storage, and analysis of time-series data. Example use cases mentioned include IT operations, application performance monitoring, and IoT. Pricing is still based on uncompressed data volume ingested, with each metrics measurement licensed at around 150 bytes.
SyAM Software provides management solutions to help small, medium, and large enterprises operate more efficiently. Their solutions centralize asset, software deployment, remote management, and power management across an organization. Key benefits include 24/7 system monitoring, automated software patching, and power savings of up to 40% through intelligent power policies. The solutions provide dashboards and reports to give organizations visibility into system health, asset usage, and energy savings progress.
This document provides an overview of ASP.net performance monitoring and analysis. It discusses key performance metrics like response time, throughput, and resource utilization. It also outlines various tools that can be used to monitor performance, including system performance counters, profiling tools, log files, and application instrumentation. Specific counters are described to monitor the processor, memory, network, and disk usage. The document emphasizes the importance of instrumentation in collecting application-specific performance data.
Acculink systems end user presentationArt Morrison
Acculink Systems provides IT support and management services including 24/7 monitoring, asset management, security assurance, preventative maintenance, and reporting to help clients focus on their business by taking care of IT needs, ensuring issues are addressed proactively to reduce costs and downtime while securing systems and achieving compliance.
Software Engineering Important Short Question for ExamsMuhammadTalha436
The document discusses various topics related to software engineering including:
1. The software development life cycle (SDLC) and its phases like requirements, design, implementation, testing, etc.
2. The waterfall model and its phases from modeling to maintenance.
3. The purpose of feasibility studies, data flow diagrams, and entity relationship diagrams.
4. Different types of testing done during the testing phase like unit, integration, system, black box and white box testing.
Acculink systems end user presentationArt Morrison
Acculink Systems provides IT support and management services including 24/7 monitoring, alerting and reporting, asset management, security assurance, preventative maintenance, and quarterly business reviews. Their services are designed to help businesses focus on their core operations by reducing IT costs, downtime, security risks, and improving asset utilization through proactive maintenance and reporting.
Client's IT costs compare favorably to peers in most areas. Opportunities for improvement exist in application development costs per function point and reducing complexity scores. While most infrastructure areas show costs close to or better than peers, help desk costs indicate room for more investment despite very effective performance. Shifting to a more centralized model for applications could provide significant cost and efficiency gains.
Splunk is a time-series data platform that handles the three V's of data (volume, velocity, and variety) very well. It collects, indexes, and allows searching and analysis of data. Splunk can collect data from files, directories, network ports, programs/scripts, and databases. It breaks data down into searchable events and builds a high-performance index. This allows users to search, manipulate, and visualize data in reports, charts, and dashboards. Splunk can analyze structured, unstructured, and multistructured data from various sources like logs, networks, clicks, and more.
Predictive maintenance is a process that uses monitoring technologies and big data analysis to determine the condition of equipment in order to predict when maintenance should be performed. Sensors continuously collect machine component data which is sent to the cloud for analysis. By analyzing current and historical equipment data, anomalies can be predicted and addressed through planned maintenance to minimize downtimes and repair costs compared to traditional preventive maintenance approaches. Predictive maintenance allows businesses to reduce costs, increase productivity and safety through proactive maintenance strategies enabled by industrial IoT technologies.
There are four main components to ThousandEyes pricing: Professional Services, Enterprise & Cloud Agents, Endpoint Agents, and Internet Insights. Enterprise & Cloud Agents conduct network tests that consume units based on test type, agent location (cloud or on-premise), and frequency. Endpoint Agents provide testing from user devices and are priced at a flat rate per agent. Internet Insights provides outage detection across providers and regions, sold in packages or bundles starting at two packages for $50K.
Enhanced Enterprise Intelligence with your personal AI Data Copilot.pdfGetInData
Recently we have observed the rise of open-source Large Language Models (LLMs) that are community-driven or developed by the AI market leaders, such as Meta (Llama3), Databricks (DBRX) and Snowflake (Arctic). On the other hand, there is a growth in interest in specialized, carefully fine-tuned yet relatively small models that can efficiently assist programmers in day-to-day tasks. Finally, Retrieval-Augmented Generation (RAG) architectures have gained a lot of traction as the preferred approach for LLMs context and prompt augmentation for building conversational SQL data copilots, code copilots and chatbots.
In this presentation, we will show how we built upon these three concepts a robust Data Copilot that can help to democratize access to company data assets and boost performance of everyone working with data platforms.
Why do we need yet another (open-source ) Copilot?
How can we build one?
Architecture and evaluation
Predictably Improve Your B2B Tech Company's Performance by Leveraging DataKiwi Creative
Harness the power of AI-backed reports, benchmarking and data analysis to predict trends and detect anomalies in your marketing efforts.
Peter Caputa, CEO at Databox, reveals how you can discover the strategies and tools to increase your growth rate (and margins!).
From metrics to track to data habits to pick up, enhance your reporting for powerful insights to improve your B2B tech company's marketing.
- - -
This is the webinar recording from the June 2024 HubSpot User Group (HUG) for B2B Technology USA.
Watch the video recording at https://youtu.be/5vjwGfPN9lw
Sign up for future HUG events at https://events.hubspot.com/b2b-technology-usa/
Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You...Aggregage
This webinar will explore cutting-edge, less familiar but powerful experimentation methodologies which address well-known limitations of standard A/B Testing. Designed for data and product leaders, this session aims to inspire the embrace of innovative approaches and provide insights into the frontiers of experimentation!
Natural Language Processing (NLP), RAG and its applications .pptxfkyes25
1. In the realm of Natural Language Processing (NLP), knowledge-intensive tasks such as question answering, fact verification, and open-domain dialogue generation require the integration of vast and up-to-date information. Traditional neural models, though powerful, struggle with encoding all necessary knowledge within their parameters, leading to limitations in generalization and scalability. The paper "Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks" introduces RAG (Retrieval-Augmented Generation), a novel framework that synergizes retrieval mechanisms with generative models, enhancing performance by dynamically incorporating external knowledge during inference.
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Data and AI
Round table discussion of vector databases, unstructured data, ai, big data, real-time, robots and Milvus.
A lively discussion with NJ Gen AI Meetup Lead, Prasad and Procure.FYI's Co-Found
ViewShift: Hassle-free Dynamic Policy Enforcement for Every Data LakeWalaa Eldin Moustafa
Dynamic policy enforcement is becoming an increasingly important topic in today’s world where data privacy and compliance is a top priority for companies, individuals, and regulators alike. In these slides, we discuss how LinkedIn implements a powerful dynamic policy enforcement engine, called ViewShift, and integrates it within its data lake. We show the query engine architecture and how catalog implementations can automatically route table resolutions to compliance-enforcing SQL views. Such views have a set of very interesting properties: (1) They are auto-generated from declarative data annotations. (2) They respect user-level consent and preferences (3) They are context-aware, encoding a different set of transformations for different use cases (4) They are portable; while the SQL logic is only implemented in one SQL dialect, it is accessible in all engines.
#SQL #Views #Privacy #Compliance #DataLake
2. Proactive support – We analyze your IT
environment data
With the Applixure software, we gather data from the customer’s
hardware and software environments. By analysing the data we
can produce proactive Service Desk services and renew the
way IT departments are supported
With the analysis we get an exact view of the issues and things
that might cause issues in the future within the IT environment
3. Workstation statistics
We analyze the device base and raise up the possible
problem areas. We change the faulty devices before
they break, and make sure devices have the latest OS
versions to ensure their stability. We make proposals of
new models of devices by comparing current
devices to our statistics of analysis database
Collected data:
• Device vendor and model
• Hardware architecture
• Harddisk capacity and usage
• Amount of installed ram
• Amount of external monitors
• Information about laptop battery health
• Workstation utililization and issues
• Operating system version and build
• Workstation lifecycle and warranty
• BitLocker TPM chip, SecureBoot, Firewall and Antivirus
state
4. Security of IT environment
Focus is the overall security of company devices,
controlling the virus protection of devices, firewalls and
following of IT security policy.
In the center of analyzed data in our security module is to give
our customer full knowledge of the situation of their security,
issues and possible violations.
Collected data:
• BitLocker usage
• TPM chip version and state
• SecureBoot state
• Workstation firewall and mallware protection
• Antivirus definition state
• OS Local admin rights
5. Analysis from economics point of view
Based on application and device issue history we can
provide basis for preventive incident handling. This in
turn, increases cost savings by lowering support costs
as well as increases the employee’s satisfaction and
efficiency.
Collected data:
• Device and Software utilization
• License based applications vs need of licenses
• Device age for the assets
6. Applications installed in the environment
Based on the data gathered we can see
correlations between none responding
applications and device types and models. A
score is given for each application based on
its overall functionality. Using this data, we can
give recommendations for removing
applications from production. Data gathered
regarding license based application also
supports the IT when it comes to audits and
gives an overview of license fees.
Based on application usage we can see which
applications are critical and in high use. We
also gather information about applications
that are not commonly used and therefore
could be removed from production.
Collected data:
• Applications in use vs versions
• Applications stability on devices
• License based applications
• Application usage
• Application install methods
7. 7
The aspects of environment of nature
Based on device usage levels we get an indicator of the IT
environments power consumption, by analyzing this
data we can provide ideas for better and more efficient devices
and decrease the overall power consumption
Collected data:
• Estimate of Co2-emissions on a device basis
8. 8
The data collected during the service and the
analysis made will be reviewed with the
customer monthly, decisions are made
based on the measured data. The
development of the IT environment is
monitored and an overall score is given, this
way the progress can be monitored
Reporting the analysis
9. Analysing by combining the data
Our named specialist will get familiar with the customer’s IT environment and is aware of the changes made. By
combining the overall knowledge of the environment, incident data, information gotten via Applixure, etc., we are able to
analyse the issues efficiently and to see problematic areas in detailed level. Based on analysis, we will give you proactively
suggestion how to increase the quality of environment.
10. 10
Threshold values are given for different
measured areas. Automated tickets based
on these values can be created to the Service
Desk. The end user is contacted for a solution
to the incident. As an example, a software
with repeated crashes can be reinstalled.
Solving the issues predictively
11. 11
KPIs are agreed with customer after creating the overview of the environment to make sure the correct areas are
measured and focused on. There are some generic KPIs that can be measured and we follow up those indicators to see the
effect of our recommended activities based on analysis.
Examples of generic KPIs
• Amount of warnings in devices – We measure the change of amount of warnings in devices
• Average security level of devices – Devices are having security score based on measured data
• Amount of unstable software – Softwares that are having agreed amount of issues
• Usage of licenses – Indicator that shows the amount of licenses that are not in active use
• Overall score – Algorithm that calculates value by combining collected data. Score is based on device age, crashes,
security level, utilization, etc.
KPIs of the IT environment
12. 12
After the data has been collected, we produce an roadmap for the selected workstations. This works as a reliable overview
of the company’s IT environment. The development of environment is monitored. Once the initial roadmap has been
provided we bring consultation for the key areas that are worth paying attention to, we also provide a report of the
findings and together with the customer agree, on the areas that the service will include.
Beginning the service