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Luca Canali's Projects

bcc icon bcc

BCC - Tools for BPF-based Linux IO analysis, networking, monitoring, and more

dist-keras icon dist-keras

Distributed Deep Learning, with a focus on distributed training, using Keras and Apache Spark.

gallery icon gallery

A set of examples for CERN SWAN a Service for Web based ANalysis

hadoop icon hadoop

Fork of Apache Hadoop, used to work on S3A and HDFS instrumentation

ipython-sql icon ipython-sql

%%sql magic for IPython, hopefully evolving into full SQL client

linux_tracing_scripts icon linux_tracing_scripts

Scripts and tools for troubleshooting and performance analysis in Linux. This includes dynamic tracing scripts with SystemTap both for system calls and for userspace function tracing.

miscellaneous icon miscellaneous

Includes notes on using Apache Spark, Spark for Physics, a tool for running TPCDS on PySpark, a tool for performance testing CPUs, Jupyter notebook examples for Spark, Oracle and other DB systems.

oracle_dba_scripts icon oracle_dba_scripts

A collection of old-school CLI scripts for Oracle RDBMS monitoring and performance troubleshooting.

oralatencymap icon oralatencymap

OraLatencyMap is a performance widget running on SQL*plus (Oracle's CLI) to collect and visualize latency histograms for Oracle wait events using heat maps.

perfsheet.js icon perfsheet.js

PerfSheet.js is a tool for Oracle RDBMS performance troubleshooting. Use it to extract and visualize Oracle AWR time series data in the browser using JavaScript and dynamic pivot charts.

perfsheet4 icon perfsheet4

PerfSheet4 is a tool for performance troubleshooting of Oracle databases. Query and visualize Oracle AWR data using pivot charts.

pylatencymap icon pylatencymap

PyLatencyMap is a tool for heat map visualization on the CLI. It is integrated with scrips to collect and visualize I/O latency heat maps from various sources, including SystemTap, DTrace, Oracle wait events, NetApp filers, trace files.

sparkdltrigger icon sparkdltrigger

Notebooks with code and sample data for the blog article: "Machine Learning Pipelines for High Energy Physics Using Apache Spark with BigDL and Analytics Zoo"

sparkmeasure icon sparkmeasure

This is the development repository for sparkMeasure, a tool and library designed for efficient analysis and troubleshooting of Apache Spark jobs. It focuses on easing the collection and examination of Spark metrics, making it a practical choice for both developers and data engineers.

stack_profiling icon stack_profiling

Tools and scripts for stack profiling: Userspace, Kernel, OS state and optionally Oracle wait

tf-spawner icon tf-spawner

spawn workers for tensorflow MultiWorkerMirroredStrategy

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