基于机器学习的CSE-CIC-IDS2018入侵检测数据集优化降维分析.pdf

CSE-247-数据结构和算法

# Additional Help for SQL++ and Mondial The [AsterixDB documentation on SQL++](https://asterixdb.apache.org/docs/0.9.4/sqlpp/manual.html) is a very valuable resource. This guide is only intended to give more tangible examples and explanation as to how SQL++ works and point out probably useful features of SQL++ for the homework. Completing this HW is not at all dependent on the material covered here. You are allowed to use the entirety of SQL++ to complete the assignment. Understanding Your Data (`mondial.adm`)

CSE 414 Homework 7: Parallel Data Processing and Spark Objectives: To write distributed queries. To learn about Spark and running distributed data processing in the cloud using AWS. What to turn in: Your Spark code in the sparkapp.py file. Spark Programming Assignment (75 points) In this homework, you will be writing Spark and Spark SQL code, to be executed both locally on your machine and also using Amazon Web Services. We will be using a similar flight dataset used in previous homework. This time, however, we will be using the entire data dump from the US Bureau of Transportation Statistics, which consists of information about all domestic US flights from 1987 to 2011 or so. The data is in Parquet format. Your local runs/tests will use a subset of the data (in the flights_small directory) and your cloud jobs will use the full data (stored on Amazon S3)

Friday-WorkingHours-Afternoon-DDos.pcap_ISCX.csv Friday-WorkingHours-Afternoon-PortScan.pcap_ISCX.csv Friday-WorkingHours-Morning.pcap_ISCX.csv Monday-WorkingHours.pcap_ISCX.csv Thursday-WorkingHours-Afternoon-Infilteration.pcap_ISCX.csv

由于上传的资源大小限制，故只上传了部分数据集（Wednesday-14-02-2018_TrafficForML_CICFlowMeter.csv、Wednesday-21-02-2018_TrafficForML_CICFlowMeter.csv、Wednesday-28-02-2018_TrafficForML_CICFlowMeter.csv）。

清洗槽内如有氢氟酸溶液需要在溶液不脏的时候可再加10瓶氢氟酸往里灌入，如氢氟酸溶液非常脏，那么需要先排空并洗干净槽部，槽没有的氢氟酸溶液的洗净槽后进行配液。清洁时注意戴好护目镜及防酸手套护具，把要清洗的石英管放入石英管清洗机里面的槽管口方向朝制绒间它的管尾部向扩散炉的方向。拉下机器防护门，清洗时间定为30分钟即可最后按下启动键开始清洁。

TeamSwift-Project2 CSE 476 项目 2 职责（暂定）： 布兰登 1）。 活动的先后顺序。 科迪 2)。 客户端通信。 授予 3)。 服务器端通信。

CSE研讨会：神经网络综合研究 Hintergrund 风向不明的Zeitgenosse。 Gleichzeitig wird Wind immer wichtigerfürden deutschen Energiemix。 位于大城市ZahlMüssen的Winderäder与Wasser gebaut werden一起，在Ziele der Bundesregierung zuerfüllen居住。 变态React学家Wind schwierig zu prognostizieren，非常满意。 Aufgabenstellung 在神经病学网络前的合奏与预告中脱颖而出。 Im Rahmen der Arbeit soll das Konzeptnäherbeleuchtet werden。 Der Ansatz的竖立状态和werden sowie ggfs。 Einem Beisp

cse_330_project1