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Cloud GPUs: Servers, Providers & Everything You Would Ever Want Ya Dingus!

Your company's GPU computing strategy is essential whether you engage in 3D visualization, machine learning, AI, or any other form of intensive computing.

There was a time when businesses had to wait for long periods of time while deep learning models were being trained and processed. Because it was time-consuming, costly, and created space and organization problems, it reduced their output.

This problem has been resolved in the most recent GPU designs. Because of their high parallel processing efficiency, they are well-suited for handling large calculations and speeding up the training of your AI models.

When it comes to deep learning, GPUs can speed up the training of neural networks by a factor of 250 compared to CPUs, and the latest generation of cloud GPUs is reshaping data science and other emerging technologies by delivering even greater performance at a lower cost and with the added benefits of easy scalability and rapid

vdchuyen

#!/usr/bin/env python
# -*- coding: utf-8 -*-

# Python 3 and compatibility with Python 2
from __future__ import unicode_literals, print_function	

import os
import sys
import re
import logging

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#!/usr/bin/env python

'''
Send an multipart email with HTML and plain text alternatives. The message
should be constructed as a plain-text file of the following format:
    
    From: Your Name <your@email.com>
    To: Recipient One <recipient@to.com>
    Subject: Your subject line
    ---

vdchuyen

# to generate your dhparam.pem file, run in the terminal
openssl dhparam -out /etc/nginx/ssl/dhparam.pem 2048

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[Unit]
Description=supervisord - Supervisor process control system for UNIX
Documentation=http://supervisord.org
After=network.target

[Service]
Type=forking
ExecStart=/bin/supervisord -c /etc/supervisord/supervisord.conf
ExecReload=/bin/supervisorctl reload
ExecStop=/bin/supervisorctl shutdown

vdchuyen

Enable LDAP over SSL (LDAPS) for Microsoft Active Directory servers

By default Microsoft active directory servers will offer LDAP connections over unencrypted connections (boo!).

The steps below will create a new self signed certificate appropriate for use with and thus enabling LDAPS for an AD server. Of course the "self-signed" portion of this guide can be swapped out with a real vendor purchased certificate if required.

Steps have been tested successfully with Windows Server 2012R2, but should work with Windows Server 2008 without modification. Will require both a system with OpenSSL (ideally Linux/OSX) and (obviously) a Windows Active Directory server.

• Create root certificate
• Import root certificate into trusted store of domain controller
• Create client certificate

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#!/bin/bash

# As the "bufferbloat" folks have recently re-discovered and/or more widely
# publicized, congestion avoidance algorithms (such as those found in TCP) do
# a great job of allowing network endpoints to negotiate transfer rates that
# maximize a link's bandwidth usage without unduly penalizing any particular
# stream. This allows bulk transfer streams to use the maximum available
# bandwidth without affecting the latency of non-bulk (e.g. interactive)
# streams.

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'''
Copyright (c) 2011, Richard Nienaber
All rights reserved.

Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met:

Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer.
Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation and/or other materials provided with the distribution.
The name of 'Richard Nienaber' may not be used to endorse or promote products derived from this software without specific prior written permission.

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#Steps taken to install Big Blue Button in CentOS 6

# we'll work mostly from the /tmp/ directory:
cd /tmp

#Install freeswitch 

rpm -Uvh http://files.freeswitch.org/freeswitch-release-1-0.noarch.rpm
yum install freeswitch-config-vanilla
yum install sox freeswitch-sounds*

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import urllib
import urllib2
import socket

from google.appengine.api import urlfetch
from google.appengine.api.urlfetch import DownloadError

from google.appengine.ext import db
from models import Status, Service, Event
from datetime import datetime, timedelta, date