nipunbatra

import pandas as pd
df = pd.read_csv("server_idle.csv")
ax = df.throughput.plot('ko-')
plt.xticks(range(len(df)), df["# threads"])

nipunbatra

In [1]: import a as a

In [2]: a.hi()
Hi there

In [3]: a.var
a.var_1  a.var_2  

In [3]: a.var_1
Out[3]: 0

nipunbatra

Last login: Tue Mar 10 18:55:22 on ttys000
nipunbatra@Nipuns-MacBook-Pro:~/Dropbox/Public/notebooks/eco$ ipython
Python 2.7.9 |Anaconda 2.1.0 (x86_64)| (default, Dec 15 2014, 10:37:34) 
Type "copyright", "credits" or "license" for more information.

IPython 2.2.0 -- An enhanced Interactive Python.
Anaconda is brought to you by Continuum Analytics.
Please check out: http://continuum.io/thanks and https://binstar.org
?         -> Introduction and overview of IPython's features.
%quickref -> Quick reference.

nipunbatra

• Install pelican

pip install pelican

• Install markdown

pip install markdown

• Clone main repo

nipunbatra

Rank	Preprocessing	Features used	Approach	Presented shortcomings
1	NA	NA	Took the time difference of means of two time windows separated by some delay Compute similarity by integrating over sqaured difference	NA
2	Didn't use HF	Real and apparent power	Edge detection for finding events For each appliance defined a window of 12 time ticks (2s) for turn on and similar for turn off signature For each test day run a window matching these turn on and turn off events Pair on and off events for an appliance	Doesn't work for low power and similar profile appliances
3	NA	First harmonic of power	Edge deyection to measure eventsFor each event averaged the data f

nipunbatra

• Merging several pdf files (needs pdftk installed)

pdftk file1.pdf file2.pdf cat output mergedfile.pdf

• Convert image file formats to pdf (needs imagemagick installed)

convert a.png a.pdf

nipunbatra

Some resources to get started:

1. Video tutorial (4 hour) from the main developer of GNUradio
   • Video 1
     • Scheduler is the core of GNURadio.
     • Flowgraph
       • Source
         • Files
         • Microphone

• Radio h/w

nipunbatra

Sno	Offering Institute	Course Name	Term
1	CMU	Green Computing	Spring 2014
2	UMASS/IIT Bombay	New Trends in Information Technology	Winter 2014
3	CMU	Computational Methods for Smart Grid	Fall 2013
4	Cornell	Topics in Computational Sustainability	Spring 2011
5	UBC	Computational Sustainability	Sp

nipunbatra

nipunbatra