Analyze Report on Big Data Fault Tolerance Mechanisms

            In the computer the fault tolerant system means a system that is designed according to the fault tolerance. In the presence of errors and breakdown this must give the level of satisfaction related to work. In this mechanism the complete system must be integrated according to some rules and regulations according to different system that are used in the major companies. In other words, the form of full hardware redundancy is included in the fault tolerance computing. In lock system two systems are operated with one another in tandem, mirroring identical applications and executing instructions. This all going to happen in that way that if the primary system has to face hardware failure , an identical application is going to run in the secondary system that show no loss of service and zero downtime in the system. Specialized hardware must be required for the fault tolerant computing that detects the fault in the components immediately and in perfect tandem, the mirrored system keeps running. It also eliminate the downtime of server , so all the data lost can be saved and maintain the huge amount of data in proper manner.

Comparison with high availability and The Fault tolerance system and its function

                Fault tolerance system is the system that provides a great protection from system failure but issue with this system is that it requires high cost for implementation in the system. A fully redundant set of hardware are going to used in this system that are connected with the primary system of the major system. But if we talk about the high availability architecture, this system is very cost effective but on other hand brings downtime which is costly for the system. In industries or network the faulty tolerance system used where the downtime of the server not acceptable and much loss have to be bear in that case. Many manufacturing equipments and devices sue the faulty tolerance system in their network. And complicated infrastructure must be required the faulty tolerance system to get complete knowledge about hardware and system and data. High availability architecture provides high software protection whereas the fault tolerance system provides little protection against software failure. For replicated or integrated the highly availability architecture didn’t require any piece of IT infrastructure. Many organizations prefer to use the fault tolerance system because they can comprise on software application but the hardware replicated cause many problems in the overall system. (Marashi)

Ways of supporting the systems and The Fault tolerance system and its function

            Fault tolerance system ensures that the system request can be executed without any hurdle in more complex system and networks. But it also takes mush time for reroute requests and system adapts through its redundancies. Any software problem that cause some failure may spill over in the mirrored system that help in making and running the system in smooth manner and also provide many facilities to save from downtime. The main reason behind creating the fault tolerance system is to avoid the point of disruption that provide better ensurance for business continuity and high availability for critical system or application related to any mission. With ensuring no loss, backup components are automatically take place of failed components in the fault tolerance system. it provide many benefits like power source that use alternate resources by making fault tolerance like power generator usage that help in electrical failure and avoid disturbance in the smooth working. System software includes keeping a backup of the software that instantly used in case of failure. The customer information from data base easily copied in another system or machine. Operation cam automatically redirected to second data base of the primary data base goes down. Hardware system means that equivalent or identical system can be prepared as backup to avoid system failure. And the all system can be run on mirrored system as backup server in parallel ways. (future-processing.pl)

Maintain integrity and The Fault tolerance system and its function

            The fault tolerance system help in maintaining the integrity of the complete system r network at the large scale. It means that the huge amount of data in the large organizations or network never lost due to physical issues and complete protection must be provided to the for maintaining the integrity of the system . Because if the security of the system is not strong and also not avoiding the lost of downtime then the overall performance of the system going down and it will not produce the required result on time. Further issue is that the handling of data at large scale is not an easy task and if any data going to lost due to system failure and behind this the reasons appear for physical component than the overall impression is going very poor and the performance of the company going down. So the fault tolerance system is very helpful in maintaining the integrity of the data and also for the system. (imperva.com)

Five 9 uptime Requirements and The Fault tolerance system and its function

            There are normally two type of behavior that are used in the fault tolerance system for the better results and also cause problems in the production system. At application level the working of fault tolerance system is good but when it moves to manufacturing then the fault tolerance system help in handles the byzantine behavior and fail stop behavior in the system. Byzantine behavior means that the system never produces required data or behavior and this failure happen due to corrupted data or information in the operating system. Fail stop behavior occur when the suddenly halts or few parts going to fail while running the system. Data base inaccessibility and server downtime come in this category.

There are different tools used in the systems to build the fault tolerant system like circuit breaker pattern, load balancing, actor model, non blocking I/O using messaging queue and other options. These tools are helping to produce or develop the fault tolerance system in the major system according to demand and requirement of the system and give the results and also response according to requirement of the system because in different systems different reasons happen for the failure and the fault tolerance system help in sort out such type of problems of the hardware and also software. (()

Conclusion on The Fault tolerance system and its function

                At the end, it can say that the fault tolerance system is very helping tool for the system and provide better protection for all the systems and its data and also handle huge amount of data in effective manner. There is lot of issue of hardware, soft ware and power appear in the major systems or network and this system provide a support to all the systems form data failure and system downtime. Because such downtime may cause many data lost and the information of the company may also going to be damage or its customer information also going to be lost due to downtime of system. It also affects the performance of the network or system. so such helping tools provide better safety and protection against data lost and in both software and hardware direction. It’s no doubt costly for the major systems but due to its effective usage and better protection of data, major organizations must adopt this system and use this helping tool in their daily routine due to avoid any data lost and problem.

Reference and The Fault tolerance system and its function

(, Bryant Son. 9 open source tools for building a fault-tolerant system. 29 may 2019. <https://opensource.com/article/19/3/tools-fault-tolerant-system>.

future-processing.pl. How to build a fault tolerant system. 05 01 2018. <https://www.future-processing.pl/blog/how-to-build-a-fault-tolerant-system/>.

imperva.com. Fault Tolerance. 2019. <https://www.imperva.com/learn/availability/fault-tolerance/>.

Marashi, Ali. What Is Fault Tolerance and Why It Differs From High Availability. 31 may 2019. <https://www.vxchnge.com/blog/fault-tolerance-vs-high-availability>.