Failure Prediction Tool
The Failure Prediction Tool (FPT) performs failure predictions by monitoring the logs of the applications that make up a system. It has a REST interface through which it receives in real time the log messages from the monitored applications.
Describe the innovation content of the result:
A tool for predicting system failures.
Who will be the customer?
Any business or organization that relies on complex systems, and wants to minimize downtime, reduce maintenance costs, and enhance operational efficiency.
What benefit will it bring to the customers?
FPT offers customers a proactive approach to managing their systems, leading to increased efficiency, cost savings, better customer experiences, and a competitive advantage in their respective markets.
When is the expected date of achievement in the project (Mth/yr)?
When is the time to market (Mth/yr)?
At the end of the project.
What are the costs to be incurred after the project and before exploitation?
Probably further developments and maintenance.
What is the approximate price range of this result/price of licences?
Unknown at the moment.
What are the market size in Millions € for this result and relevant trend?
How will this result rank against competing products in terms of price/performance?
To be determined
Who are the competitors for this result?
Sumo Logic, Splunk
How fast and in what ways will the competition respond to this result?
To be determined
Who are the partners involved in the result?
Who are the industrial partners interested in the result (partners, sponsors, etc.)?
ICT GW, 7Bulls
Have you protected or will you protect this result? How? When?
Research publications at the end of the project.
BIECO Integrated Platform will integrate the tools in a loosely coupled way.
Data Collection Tool (DCT) stores information from relevant vulnerability related datasets, providing a single access point to information required by the vulnerability detection and forecasting tools developed in T3.3, as well as for the failure prediction tools developed in T4.2.
Vulnerability Detection Tool will detect existing vulnerabilities within the source code which may lead to the successful execution of an attack.
Vulnerability Exploitability Forecasting Tool will estimate the probability of a vulnerability to be exploited in the next 3, 6 or 12 months.
Vulnerability Propagation Tool will calculate and offer the paths affected by a vulnerability in the source code.
Fuzzing Tool will test System Under Test (SUT) security vulnerabilities or inputs not contemplated that could compromise the system; as a black-box process, by using unintended or incorrect inputs and monitoring their corresponding outputs.