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Compare the best enterprise risk management software of 2026 — LogicGate, AuditBoard (Optro), ServiceNow IRM, Archer and MetricStream — across pricing, use cases and features, with direct links.
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Compare the best enterprise risk management software of 2026 — LogicGate, AuditBoard (Optro), ServiceNow IRM, Archer and MetricStream — across pricing, use cases and features, with direct links.
Improving Platform Resiliency - Error Handling Approaches for Kafka-based Systems
Kafka is an open-source real-time streaming messaging system built around the publish-subscribe system. In a service-oriented architecture, instead of subsystems establishing direct connections with each other, the producer subsystem communicates information via a distributed server, which brokers information and helps move enormous number of messages with low-latency and fault tolerance and allows one or more consumers to concurrently consume these messages.
Kafka does an excellent job with respect to fault-tolerance and ensuring that the messages that are delivered are not lost by partitioning, replication, and distributing the data across multiple brokers.
In distributed systems failures are inevitable, whether it be DB connection failure, or network call failure, or outages in downstream dependencies, especially in a microservices ecosystem.
Failure in Consumers
There are multiple issues that could occur on the consumer side that need special handling. When implementing the Kafka Consumer, there are some scenarios that need to be considered that need special handling:
Downstream Service or Data Store Failure
Consumer is not able to process the message because a downstream microservice API is unavailable or returns an error, or a DB it's trying to connect to is down or unresponsive.
This blog post discusses some of the error handling mechanisms that we implemented as a part of the MetricStream Platform to improve the robustness and resiliency of the Platform.
Data Format Changes or Event Version Incompatibility
The consumer is expecting the message payload to be in a certain format, whereas the producer has changed the format of the message e.g., a required field is removed, i.e., for example the consumer is unable to deserialize the message which is sent by the producer in a certain format.
Click to read more:
Improving Platform Resiliency - Error Handling Approaches for Kafka-based Systems
MetricStream Transforms Governance, Risk and Compliance, Enabling Companies to Thrive on Risk and Grow with Purpose
MetricStream apps improve business performance by strengthening risk management, corporate governance, regulatory compliance, has listed as one among “50 Best Workplaces of the Year 2021”#The_Silicon_Review
MetricStream Off Campus Drive 2020: MetricStream is hiring for the role of Software Engineer Trainee for BE/B.TECH/MCA-2019 Batch
MetricStream Off Campus Drive 2020: MetricStream is hiring for the role of Software Engineer Trainee for BE/B.TECH/MCA-2019 Batch.
MetricStream Off Campus Interview For Freshers on 1st Feb 2016
MetricStream Off Campus Interview For Freshers on 1st Feb 2016
MetricStream Private Limited has invited the latest Walk-ins jobs. Upcoming job openings in MetricStream is hiring for
those who are looking to start their career for his best future. India’s and World Top most company that became the best IT and Software Company. This MetricStream careers has recently announced the lot of Vacancies for BE/B.Tech/ MCA walkin for freshers on 1st Feb 2016
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MetricStream Off Campus Interview For Freshers on 26th Nov 2015
MetricStream Off Campus Interview For Freshers on 26th Nov 2015
MetricStream OffCampus for Freshers, Software Engineers Jobs Hiring on Nov 2015
Job Description:- MetricStream are Conducting a Off Campus Interview for fresher’s Drive Jobs Hiring on Nov 2015 for Freshers & Software Engineers. for more education qualifications details find below the Details and schedule.
Company Name:- MetricStream
Job Designation:- Technical Staff
Job Type:- Off-campus
Educat…
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MetricStream Walkins Interview For Freshers Hiring on 23rd Oct 2015
MetricStream Walkins Interview For Freshers Hiring on 23rd Oct 2015
MetricStream Walkins for Freshers, Software Engineers Jobs Hiring on Oct 2015
Job Description:- MetricStream are Conducting a walkins Interview for fresher’s Drive Jobs Hiring on Oct 2015 for Freshers & Software Engineers. for more education qualifications details find below the Details and schedule.
Company Name:- MetricStream
Job Designation:- Technical Staff Trainee
Job Type:- Walkins
Educat…
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MetricStream Walkins Interview For Freshers Hiring on 30th Sep 2015
MetricStream Walkins Interview For Freshers Hiring on 30th Sep 2015
MetricStream Walkins for Freshers, Software Engineers Jobs Hiring on Sep 2015
Job Description:- MetricStream are Conducting a walkins Interview for fresher’s Drive Jobs Hiring on sep 2015 for Freshers & Software Engineers. for more education qualifications details find below the Details and schedule.
Company Name:- MetricStream
Job Designation:- Technical Staff Member
Job Type:- Walkins
Educat…
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