Name: Simulated Banking Server Data For PM
Creator: Kaggle
License: https://opendatacommons.org/licenses/pddl/1.0/

About this Dataset

Simulated Banking Server Data For PM

This dataset is a simulated representation of banking server log data. It is specifically designed for predictive maintenance use cases, with a focus on identifying banking server downtime based on various system performance metrics. The data mimics real-world conditions and has been adjusted to reflect the unique demands of banking applications, including managing high transaction volumes and ensuring system reliability.

The dataset can be used to train machine learning models for classification tasks that predict server downtime. It includes multiple server performance indicators, such as CPU usage, memory usage, disk I/O, network latency, and error rate.

Tables

Modified Simulated Banking Server Data

@kaggle.radioactivem_server_logs_data_for_server_failure.modified_simulated_banking_server_data

582.45 kB
10,000 rows
7 columns

CREATE TABLE modified_simulated_banking_server_data (
  "timestamp" TIMESTAMP,
  "cpu_usage" DOUBLE  -- CPU Usage(%),
  "memory_usage" DOUBLE  -- Memory Usage(%),
  "disk_io_mb_s" DOUBLE  -- Disk IO(MB/s),
  "network_latency_ms" DOUBLE  -- Network Latency(ms),
  "error_rate" DOUBLE,
  "downtime" BIGINT
);

Simulated Banking Server Data

@kaggle.radioactivem_server_logs_data_for_server_failure.simulated_banking_server_data

581.02 kB
10,000 rows
7 columns

CREATE TABLE simulated_banking_server_data (
  "timestamp" TIMESTAMP,
  "cpu_usage" DOUBLE  -- CPU Usage(%),
  "memory_usage" DOUBLE  -- Memory Usage(%),
  "disk_io_mb_s" DOUBLE  -- Disk IO(MB/s),
  "network_latency_ms" DOUBLE  -- Network Latency(ms),
  "error_rate" DOUBLE,
  "downtime" BIGINT
);