The TOFFEE Project
The TOFFEE Project

Documentation :: TOFFEE Data-Center WAN Optimization deployment in Big Data Analytics

Written by: Kiran Kankipati - Published: 11-Dec-2017

Big Data Analytics as we know is a new trend in the technology industry, where it is getting deployed across the industries. The information collected can then be fed into knowledge analysis platforms such as AI, and so on where the existing system can be analyzed real-time and can be improved time to time after each subsequent iteration of learning cycle.

Here are some of the industries(and sectors) where Big data analytics is fueling innovation:

  • Internet of Things (IoT)
  • Green Energy - offshore Solar and Wind farms
  • Environment Studies - marine ecology, forest and wildlife
  • Automotive Industry
  • Urban Vertical Farming - 95% less water, half the fertilizer and 0% pesticides - a new way to grow local produce in cities

The Real Challenge!
The data monitored across these platforms can be fed into central data-center upon which big data analytics can be performed in real-time. But the challenge is often the data where it is being produced (data source) is situated at offshore remote sites. And this is the real challenge.

Big Data Analytics - data source vs data-center connectivity - the real challenge

Watch Video: The rise of vertical farming - (VPRO documentary - 2017):

* Click the image above to watch this video on Youtube ↗

Watch Video: The breakthrough in renewable energy - (VPRO documentary - 2016):

* Click the image above to watch this video on Youtube ↗

Watch Video: Full story of Hywind Scotland – world’s first floating wind farm:

* Click the image above to watch this video on Youtube ↗

Addressing the same via TOFFEE DataCenter platform:
This data produced this way is quite unique and discrete unlike a traditional TCP session based data (such as user browsing data). TOFFEE is specifically architected keeping this aspect in mind so that it can optimize wide variety of use-cases unlike a simple traditional outdated WAN Optimization approach.

TOFFEE DataCenter WAN Optimiation - Big Data Analytics [CDN]

Suggested Topics:

TOFFEE-DataCenter - WAN Optimization
 WAN Optimization Network Stack Architecture - Linux Kernel vs Intel DPDK vs Custom Packet Forward ↗

 Tweaking Network Latency - Live Demo - via TOFFEE-DataCenter ↗

 Network Latency and Bandwidth Assessment - for Network Admins and Infrastructure Architects ↗

 TCP Tune-up and Performance Analysis Graphs - Congestion Control - Research - Dos and Don'ts ↗

 Bufferbloat in a Networking Device or an Appliance ↗

 Riverbed and Silver Peak WAN Optimization vs TOFFEE-DataCenter (TOFFEE and or TrafficSqueezer) - FAQ ↗

 YouTube Video Network Traffic Optimization - WAN Optimization Demo ↗

 iPerf Network Optimization - WAN Optimization Demo ↗

 WAN Optimization - Animated demo of Packet Optimization in TOFFEE-DataCenter ↗

 IP Header Compression in WAN Links and TOFFEE-DataCenter WAN Optimization ↗

 TOFFEE Data-Center optimized Internet of Things (IoT) Platform ↗

 TOFFEE Data-Center WAN Optimization deployment in Big Data Analytics ↗

 Bitcoin Mining - Blockchain Technology - Network Optimization via TOFFEE Data-Center WAN Optimization ↗

 TOFFEE-DataCenter a TOFFEE variant for Data Center applications ↗

 TOFFEE-DataCenter as a VNF for NFV ↗

 TOFFEE-DataCenter with GlusterFS Storage Cluster ↗

 TOFFEE-DataCenter WAN Optimization - Google Hangouts Demo and VOIP Optimization ↗

 Demo TOFFEE-DataCenter WAN Optimization packaging feature ↗

 TOFFEE-DataCenter packet packaging feature for WAN Optimization ↗

 Demo TOFFEE-DataCenter WAN Optimization VM Test Setup ↗

 TOFFEE-DataCenter :: Optimized ISP backbone networks for countries with slowest Internet Speed ↗

 TOFFEE-DataCenter :: Features Supported ↗

 TOFFEE-DataCenter screenshots on a Dual CPU - Intel(R) Xeon(R) CPU E5645 @ 2.40GHz - Dell Server ↗

 TOFFEE-DataCenter Download :: TOFFEE-DATACENTER-1.2.2-1-portable ↗

 TOFFEE-DataCenter License ↗

 TOFFEE-DataCenter - WAN Optimization ↗

 TOFFEE - WAN Optimization ↗

 TOFFEE-Mocha - WAN Emulator ↗

 TOFFEE-Butterscotch - Save and Optimize your Internet/WAN bandwidth ↗


Recommended Topics:

Featured Educational Video:
Watch Video: How to start Open-Source Project - Episode4 - get Sponsors for your project

* Click the image above to watch this video on Youtube ↗

Skype VOIP Data - WAN Acceleration:
  > reduce/eliminate Jitter
  > no more call drops
  > accelerate any VOIP (including long-distance Skype calls)

Research :: Optimization of network data (WAN Optimization) at various levels:
Network File level network data WAN Optimization

Learn Linux Systems Software and Kernel Programming:
Linux, Kernel, Networking and Systems-Software online classes [CDN]

Hardware Compression and Decompression Accelerator Cards:
TOFFEE Architecture with Compression and Decompression Accelerator Card

TOFFEE-DataCenter on a Dell Server - Intel Xeon E5645 CPU:
TOFFEE-DataCenter screenshots on a Dual CPU - Intel(R) Xeon(R) CPU E5645 @ 2.40GHz - Dell Server

The TOFFEE Project - v9.20 :: Updated: 07-Jul-2018 :: © 2018 :: Author: Kiran Kankipati
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