Download Understanding the Performance of Low Power Raspberry Pi Cloud for Big Data complete Project Report.
Understanding the Performance of Low Power Raspberry Pi Cloud for Big Data complete Project Report – PDF Free Download
Nowadays, Internet-of-Things (IoT) devices generate data at high speed and large volume.
Often the data require real-time processing to support high system responsiveness which can be supported by localised Cloud and/or Fog computing paradigms. However, there are considerably large deployments of IoT such as sensor networks in remote areas where Internet connectivity is sparse, challenging the localised Cloud and/or Fog computing paradigms. With the advent of the Raspberry Pi, a credit card-sized single board computer, there is a great opportunity to construct low-cost, low-power portable cloud to support real-time data processing next to IoT deployments. In this paper, we extend our previous work on constructing Raspberry Pi Cloud to study its feasibility for real-time big data analytics under realistic application-level workload in both native and virtualised environments. We have extensively tested the performance of a single node Raspberry Pi 2 Model B with httperf and a cluster of 12 nodes with Apache Spark and HDFS (Hadoop Distributed File System). Our results have demonstrated that our portable cloud is useful for supporting real-time big data analytics. On the other hand, our results have also unveiled that overhead for CPU-bound workload in virtualised environment is surprisingly high, at 67.2%. We have found that, for big data applications, the virtualisation overhead is fractional for small jobs but becomes more significant for large jobs, up to 28.6%.
Visitor Kindly Note : This website is created solely for the engineering students and graduates to download an engineering e-books, Competitive Study Notes & other Study materials for free of cost. LearnEngineering team try to Helping the students and others who cannot afford buying books is our aim. If You think this Study Material/Book is Useful, Please Get It Legally from the publishers & If you feel good Share this Website with Others.
Disclaimer : LearnEngineering does not own this book/materials, neither created nor scanned. we provide the links which is already available on the internet. For any quarries, Disclaimer are requested to kindly contact us, We assured you we will do our best. We DO NOT SUPPORT PIRACY, this copy was provided for students who are financially troubled but deserving to learn. Thank you
Link is Successfully Activated to save the Book/Material (PDF)
Kindly Note : For Security purpose (Spam Protections), You need to Verify the below Captcha to Active your Download Link.
Click below the link “DOWNLOAD” to save the Book/Material (PDF)
DOWNLOAD – Understanding the Performance of Low Power Raspberry Pi Cloud for Big Data – Free Download PDF
IS THIS MATERIAL IS HELPFUL, KINDLY SHARE IT
We need Your Support, Kindly Share this Web Page with Other Friends
If you have any Engg related project reports kindly share it with us, It will be useful to other friends & We Will Publish The Book Submitted By You Immediately Including The Book Credits (Your Name) Soon After We Receive It (If The Book Is Not Posted Already By Us)
A GOOD MATERIAL ALONG WITH WELL EXPLAINED REPORTS MAY LEADS TO GIVE A INNOVATIVE IDEAS FOR EVERY ENGINEERS.
WISHING EVERY PERSON WHO GETS THIS MATERIAL FROM OUR SITE ALL THE VERY BEST !!
DISCLAIMER : I am not the original publisher of this Project Report. This e-book/Material has been collected from other sources of net. Main aim Our Team is to share a more complete Project report with us in-order to get deep Knowledge in that Particular Topics.
Thank you for visiting my thread. Hope this post is helpful to you. Have a great day !
Kindly share this post with your friends to make this exclusive release more useful.