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DOCUMENTATION 》 TOFFEE Data-Center WAN Optimization deployment in Big Data Analytics

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

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architected keeping this aspect in mind so that it can optimize wide variety of use-cases unlike a simple traditional outdated WAN Optimization approach.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



Suggested Topics:


TOFFEE-DataCenter - WAN Optimization


Categories

💎 TOFFEE-MOCHA new bootable ISO: Download
💎 TOFFEE Data-Center Big picture and Overview: Download PDF


Recommended Topics:

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Optimization of network data (WAN Optimization) at various levels ↗
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WAN Network data can be optimized at various levels depending upon the network applications, protocols, topology and use-cases. So the amount of data you can optimize will depend on the strategy you choose to optimize. Such as: Network Packet level optimization, Session level optimization, File level optimization, etc.

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Raspberry Pi is often used as a single board computer for applications such as IoT, hobby projects, DIY, education aid, research and prototyping device. But apart from these applications Raspberry Pi can be used for real-world applications such as in making a full-fledged networking devices. Raspberry Pi is a single board ARM based hardware which is why it is also classified as ARM based SoC. Since it is ARM based it is highly efficient, tiny form-factor and lower in power consumption with moderate computational power. This will allow it to work several hours on emergency battery backup power supply such as low-cost domestic UPS and or some renewable energy source, which is a prerequisite for a typical networking device.

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TOFFEE deployment topology guide ↗
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Assume you have two sites (such as Site-A and Site-B) connected via slow/critical WAN link as shown below. You can optimize this link by saving the bandwidth as well possibly improve the speed. However, the WAN speed can be optimized only if the WAN link speeds are below that of the processing latency of your TOFFEE installed hardware. Assume your WAN link is 12Mbps, and assume the maximum WAN optimization speed/capacity of Raspberry Pi is 20Mbps, then your link will get speed optimization too. And in another case, assume your WAN link is 50Mbps, then using the Raspberry Pi as WAN Optimization device will actually increase the latency (i.e slows the WAN link). But in all the cases the bandwidth savings should be the same irrespective of the WAN link speed. In other words, if you want to cut down the WAN link costs via this WAN Optimization set up, you can always get it since it reduces the overall bandwidth in almost all the cases (including encrypted and pre-compressed data).

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Featured Educational Video:
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Watch on Youtube - [889//1] 280 WAN Optimization - Animated demo of Packet Optimization in TOFFEE-DataCenter ↗

Introducing TOFFEE-Butterscotch - Save and Optimize your Internet/WAN bandwidth ↗
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TOFFEE-Butterscotch yet another variant of TOFFEE can be used to save and optimize your Home/SOHO Internet/WAN bandwidth. Unlike TOFFEE (and TOFFEE-DataCenter) TOFFEE-Butterscotch is a non peer-to-peer (and asymmetric) network optimization solution. This makes TOFFEE-Butterscotch an ideal tool for all Home and SOHO users.



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


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