{
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            }
          }
        },
        {
          "@type": "cr:Field",
          "@id": "data/Bwd_Seg_Size_Avg",
          "name": "Bwd Seg Size Avg",
          "dataType": "sc:Float",
          "source": {
            "fileObject": {
              "@id": "data.csv"
            },
            "extract": {
              "column": "Bwd Seg Size Avg"
            }
          }
        },
        {
          "@type": "cr:Field",
          "@id": "data/Fwd_Byts_b_Avg",
          "name": "Fwd Byts/b Avg",
          "dataType": "sc:Integer",
          "source": {
            "fileObject": {
              "@id": "data.csv"
            },
            "extract": {
              "column": "Fwd Byts/b Avg"
            }
          }
        },
        {
          "@type": "cr:Field",
          "@id": "data/Fwd_Pkts_b_Avg",
          "name": "Fwd Pkts/b Avg",
          "dataType": "sc:Integer",
          "source": {
            "fileObject": {
              "@id": "data.csv"
            },
            "extract": {
              "column": "Fwd Pkts/b Avg"
            }
          }
        },
        {
          "@type": "cr:Field",
          "@id": "data/Fwd_Blk_Rate_Avg",
          "name": "Fwd Blk Rate Avg",
          "dataType": "sc:Integer",
          "source": {
            "fileObject": {
              "@id": "data.csv"
            },
            "extract": {
              "column": "Fwd Blk Rate Avg"
            }
          }
        },
        {
          "@type": "cr:Field",
          "@id": "data/Bwd_Byts_b_Avg",
          "name": "Bwd Byts/b Avg",
          "dataType": "sc:Integer",
          "source": {
            "fileObject": {
              "@id": "data.csv"
            },
            "extract": {
              "column": "Bwd Byts/b Avg"
            }
          }
        },
        {
          "@type": "cr:Field",
          "@id": "data/Bwd_Pkts_b_Avg",
          "name": "Bwd Pkts/b Avg",
          "dataType": "sc:Integer",
          "source": {
            "fileObject": {
              "@id": "data.csv"
            },
            "extract": {
              "column": "Bwd Pkts/b Avg"
            }
          }
        },
        {
          "@type": "cr:Field",
          "@id": "data/Bwd_Blk_Rate_Avg",
          "name": "Bwd Blk Rate Avg",
          "dataType": "sc:Integer",
          "source": {
            "fileObject": {
              "@id": "data.csv"
            },
            "extract": {
              "column": "Bwd Blk Rate Avg"
            }
          }
        },
        {
          "@type": "cr:Field",
          "@id": "data/Subflow_Fwd_Pkts",
          "name": "Subflow Fwd Pkts",
          "dataType": "sc:Integer",
          "source": {
            "fileObject": {
              "@id": "data.csv"
            },
            "extract": {
              "column": "Subflow Fwd Pkts"
            }
          }
        },
        {
          "@type": "cr:Field",
          "@id": "data/Subflow_Fwd_Byts",
          "name": "Subflow Fwd Byts",
          "dataType": "sc:Integer",
          "source": {
            "fileObject": {
              "@id": "data.csv"
            },
            "extract": {
              "column": "Subflow Fwd Byts"
            }
          }
        },
        {
          "@type": "cr:Field",
          "@id": "data/Subflow_Bwd_Pkts",
          "name": "Subflow Bwd Pkts",
          "dataType": "sc:Integer",
          "source": {
            "fileObject": {
              "@id": "data.csv"
            },
            "extract": {
              "column": "Subflow Bwd Pkts"
            }
          }
        },
        {
          "@type": "cr:Field",
          "@id": "data/Subflow_Bwd_Byts",
          "name": "Subflow Bwd Byts",
          "dataType": "sc:Integer",
          "source": {
            "fileObject": {
              "@id": "data.csv"
            },
            "extract": {
              "column": "Subflow Bwd Byts"
            }
          }
        },
        {
          "@type": "cr:Field",
          "@id": "data/Init_Fwd_Win_Byts",
          "name": "Init Fwd Win Byts",
          "dataType": "sc:Integer",
          "source": {
            "fileObject": {
              "@id": "data.csv"
            },
            "extract": {
              "column": "Init Fwd Win Byts"
            }
          }
        },
        {
          "@type": "cr:Field",
          "@id": "data/Init_Bwd_Win_Byts",
          "name": "Init Bwd Win Byts",
          "dataType": "sc:Integer",
          "source": {
            "fileObject": {
              "@id": "data.csv"
            },
            "extract": {
              "column": "Init Bwd Win Byts"
            }
          }
        },
        {
          "@type": "cr:Field",
          "@id": "data/Fwd_Act_Data_Pkts",
          "name": "Fwd Act Data Pkts",
          "dataType": "sc:Integer",
          "source": {
            "fileObject": {
              "@id": "data.csv"
            },
            "extract": {
              "column": "Fwd Act Data Pkts"
            }
          }
        },
        {
          "@type": "cr:Field",
          "@id": "data/Fwd_Seg_Size_Min",
          "name": "Fwd Seg Size Min",
          "dataType": "sc:Integer",
          "source": {
            "fileObject": {
              "@id": "data.csv"
            },
            "extract": {
              "column": "Fwd Seg Size Min"
            }
          }
        },
        {
          "@type": "cr:Field",
          "@id": "data/Active_Mean",
          "name": "Active Mean",
          "dataType": "sc:Float",
          "source": {
            "fileObject": {
              "@id": "data.csv"
            },
            "extract": {
              "column": "Active Mean"
            }
          }
        },
        {
          "@type": "cr:Field",
          "@id": "data/Active_Std",
          "name": "Active Std",
          "dataType": "sc:Float",
          "source": {
            "fileObject": {
              "@id": "data.csv"
            },
            "extract": {
              "column": "Active Std"
            }
          }
        },
        {
          "@type": "cr:Field",
          "@id": "data/Active_Max",
          "name": "Active Max",
          "dataType": "sc:Float",
          "source": {
            "fileObject": {
              "@id": "data.csv"
            },
            "extract": {
              "column": "Active Max"
            }
          }
        },
        {
          "@type": "cr:Field",
          "@id": "data/Active_Min",
          "name": "Active Min",
          "dataType": "sc:Float",
          "source": {
            "fileObject": {
              "@id": "data.csv"
            },
            "extract": {
              "column": "Active Min"
            }
          }
        },
        {
          "@type": "cr:Field",
          "@id": "data/Idle_Mean",
          "name": "Idle Mean",
          "dataType": "sc:Float",
          "source": {
            "fileObject": {
              "@id": "data.csv"
            },
            "extract": {
              "column": "Idle Mean"
            }
          }
        },
        {
          "@type": "cr:Field",
          "@id": "data/Idle_Std",
          "name": "Idle Std",
          "dataType": "sc:Float",
          "source": {
            "fileObject": {
              "@id": "data.csv"
            },
            "extract": {
              "column": "Idle Std"
            }
          }
        },
        {
          "@type": "cr:Field",
          "@id": "data/Idle_Max",
          "name": "Idle Max",
          "dataType": "sc:Float",
          "source": {
            "fileObject": {
              "@id": "data.csv"
            },
            "extract": {
              "column": "Idle Max"
            }
          }
        },
        {
          "@type": "cr:Field",
          "@id": "data/Idle_Min",
          "name": "Idle Min",
          "dataType": "sc:Float",
          "source": {
            "fileObject": {
              "@id": "data.csv"
            },
            "extract": {
              "column": "Idle Min"
            }
          }
        },
        {
          "@type": "cr:Field",
          "@id": "data/label",
          "name": "label",
          "dataType": "sc:Integer",
          "source": {
            "fileObject": {
              "@id": "data.csv"
            },
            "extract": {
              "column": "label"
            }
          }
        },
        {
          "@type": "cr:Field",
          "@id": "data/task_split",
          "name": "task_split",
          "dataType": "sc:Text",
          "source": {
            "fileObject": {
              "@id": "data.csv"
            },
            "extract": {
              "column": "task_split"
            }
          }
        },
        {
          "@type": "cr:Field",
          "@id": "data/task_id",
          "name": "task_id",
          "dataType": "sc:Integer",
          "source": {
            "fileObject": {
              "@id": "data.csv"
            },
            "extract": {
              "column": "task_id"
            }
          }
        },
        {
          "@type": "cr:Field",
          "@id": "data/task_name",
          "name": "task_name",
          "dataType": "sc:Text",
          "source": {
            "fileObject": {
              "@id": "data.csv"
            },
            "extract": {
              "column": "task_name"
            }
          }
        }
      ]
    },
    {
      "@type": "cr:RecordSet",
      "@id": "orderings",
      "name": "orderings",
      "description": "Task orderings for continual-learning evaluation. Inlined so the Croissant is self-contained.",
      "key": {
        "@id": "orderings/name"
      },
      "field": [
        {
          "@type": "cr:Field",
          "@id": "orderings/name",
          "name": "name",
          "dataType": "sc:Text"
        },
        {
          "@type": "cr:Field",
          "@id": "orderings/task_sequence",
          "name": "task_sequence",
          "dataType": "sc:Text",
          "references": {
            "field": {
              "@id": "data/task_name"
            }
          },
          "repeated": true
        }
      ],
      "data": [
        {
          "orderings/name": "curriculum_asc",
          "orderings/task_sequence": [
            "cicids2018_3",
            "cicids2018_4",
            "cicids2018_2",
            "cicids2018_1",
            "cicids2018_0"
          ]
        },
        {
          "orderings/name": "curriculum_desc",
          "orderings/task_sequence": [
            "cicids2018_0",
            "cicids2018_1",
            "cicids2018_2",
            "cicids2018_4",
            "cicids2018_3"
          ]
        },
        {
          "orderings/name": "generalization_desc",
          "orderings/task_sequence": [
            "cicids2018_2",
            "cicids2018_3",
            "cicids2018_0",
            "cicids2018_1",
            "cicids2018_4"
          ]
        },
        {
          "orderings/name": "generalization_asc",
          "orderings/task_sequence": [
            "cicids2018_4",
            "cicids2018_1",
            "cicids2018_0",
            "cicids2018_3",
            "cicids2018_2"
          ]
        },
        {
          "orderings/name": "smooth_drift",
          "orderings/task_sequence": [
            "cicids2018_2",
            "cicids2018_0",
            "cicids2018_1",
            "cicids2018_3",
            "cicids2018_4"
          ]
        },
        {
          "orderings/name": "abrupt_drift",
          "orderings/task_sequence": [
            "cicids2018_1",
            "cicids2018_2",
            "cicids2018_3",
            "cicids2018_0",
            "cicids2018_4"
          ]
        }
      ]
    }
  ],
  "datePublished": "2026-05-06"
}