The RAIN project is research collaboration between Caltech and NASA-JPL on distributed computing and data storage systems for future space-borne missions. The goal of the project is to identify and develop key building blocks for reliable distributed systems built with inexpensive off- the-shelf components. The RAIN platform consists of a heterogeneous cluster of computing and/or storage nodes connected via multiple interfaces to networks configured in fault-tolerant topologies. The RAIN software components run in conjunction with operating system services and standard network protocols. Through software-implemented fault tolerance, the system tolerates multiple node, link, and switch failures, with no single point of failure. The RAIN technology has been transferred to RAIN finity, a start-up company focusing on creating clustered solutions for improving the performance and availability of Internet data centers.
RAIN Technology (Redundant/reliable array of inexpensive/independent nodes) is a heterogeneous collection of nodes called clusters linked through numerous interfaces to networks configured in fault-tolerant topologies.
Redundant array of independent nodes (RAIN) is a disk subsystem that provides distributed data storage and protection in network architecture by integrating inexpensive hardware and management software.
Rain Technology is a disk subsystem that provides distributed data storage and protection in network architecture by integrating inexpensive hardware and management software.
This research is focused on
- high performance,
- fault tolerance ,
- portable clustering technology.
It consist of heterogeneous cluster of computing nodes connected via multiple interfaces to networks configured in fault tolerant topologies.
RAIN Technology (Redundant/reliable array of inexpensive/independent nodes) is a heterogeneous collection of nodes called clusters linked through numerous interfaces to networks configured in fault-tolerant topologies.
Redundant array of independent nodes (RAIN) is a disk subsystem that provides distributed data storage and protection in network architecture by integrating inexpensive hardware and management software.
Rain Technology is a disk subsystem that provides distributed data storage and protection in network architecture by integrating inexpensive hardware and management software.
This research is focused on
- high performance,
- fault tolerance ,
- portable clustering technology.
It consist of heterogeneous cluster of computing nodes connected via multiple interfaces to networks configured in fault tolerant topologies.
CloudLighting - A Brief Overview presented by Prof John Morrison at the Fifth National Conference on Cloud Computing and Commerce (NC4 2016).
The presentation covered project's funding and consortium, specific challenge, typical IaaS cloud usage, project's goals and ambitions, the CloudLighting architecture, beneficiaries and challenges ahead.
Introduce a connected vehicle blueprint; a Linux Akraino Project. The presentation consists of general background introduction, application use cases, network/technical/deployment architecture and the future plan.
Open Source Software development models are changing the way the telco industry is creating products and systems. This presentation at ONS-2015 discusses how innovation, agile development and Open Source Software are linked together.It presents experience with transforming telco vendor development from closed to open source and provides an outlook of future activities in the NFV space.
Using Microservices Architecture and Patterns to Address Applications Require...Prem Sankar Gopannan
Gives an overview about MEC application requirements and microservice patters. Provides a sample app and application of patterns to better design the MEC app. Provides an overview about state management of MEC app
Modeling and Simulation of Parallel and Distributed Computing Systems with Si...Rafael Ferreira da Silva
In this talk, I present an overview of three open source tools for enabling research and development of scientific workflow systems and applications:
- SimGrid: https://simgrid.org
- WRENCH: https://wrench-project.org
- WfCommons: https://wfcommons.org
Deadline Monotonic Scheduling to Reduce Overhead of Superframe in ISA100.11aOka Danil
In this paper, we develop new method to reduce communication overhead in ISA100.11a
Wireless Industrial Networks. Deadline monotonic scheduling scheme was proposed for
the analysis and simulation of the system. The result shows, our proposed approach
require less number of beacon to transmit data in network.
The potential of MEC for high resolution video deliverySimone Mangiante
Vodafone research on how Multi-access Edge Computing can enable better QoE in mobile video delivery. Presented and awarded at MEC Congress 2017, Berlin. In partnership with Saguna and Teragence.
Convergence of device and data at the Edge CloudMichelle Holley
Ever growing need of Intelligent Systems evolves analytics and decision making into AI with Machine Learning as tools for knowledge assimilation. What is essential for ML is a form of data that has inherent information that can be translated to useful information (intelligence) for decision making. IoT is the key for intelligent systems as they collect data at every end point. They are like ends of neuron network in human body. And the data collected has to be refined for decision making as it traverses up to the brain (AI Cloud) – like lymph nodes we have Edge Clouds. We will explore in this short talk two aspects of such IoT infrastructure where you have lossy network for IoTs, gateway options for device data and how it can seamlessly integrate with Edge Cloud Networks. We will review such protocols as Wireless Mesh, programmable gateways and extension of overlays into the Cloud.
Speaker: Murali Rangachari, Futurewei Technologies
CloudLighting - A Brief Overview presented by Prof John Morrison at the Fifth National Conference on Cloud Computing and Commerce (NC4 2016).
The presentation covered project's funding and consortium, specific challenge, typical IaaS cloud usage, project's goals and ambitions, the CloudLighting architecture, beneficiaries and challenges ahead.
Introduce a connected vehicle blueprint; a Linux Akraino Project. The presentation consists of general background introduction, application use cases, network/technical/deployment architecture and the future plan.
Open Source Software development models are changing the way the telco industry is creating products and systems. This presentation at ONS-2015 discusses how innovation, agile development and Open Source Software are linked together.It presents experience with transforming telco vendor development from closed to open source and provides an outlook of future activities in the NFV space.
Using Microservices Architecture and Patterns to Address Applications Require...Prem Sankar Gopannan
Gives an overview about MEC application requirements and microservice patters. Provides a sample app and application of patterns to better design the MEC app. Provides an overview about state management of MEC app
Modeling and Simulation of Parallel and Distributed Computing Systems with Si...Rafael Ferreira da Silva
In this talk, I present an overview of three open source tools for enabling research and development of scientific workflow systems and applications:
- SimGrid: https://simgrid.org
- WRENCH: https://wrench-project.org
- WfCommons: https://wfcommons.org
Deadline Monotonic Scheduling to Reduce Overhead of Superframe in ISA100.11aOka Danil
In this paper, we develop new method to reduce communication overhead in ISA100.11a
Wireless Industrial Networks. Deadline monotonic scheduling scheme was proposed for
the analysis and simulation of the system. The result shows, our proposed approach
require less number of beacon to transmit data in network.
The potential of MEC for high resolution video deliverySimone Mangiante
Vodafone research on how Multi-access Edge Computing can enable better QoE in mobile video delivery. Presented and awarded at MEC Congress 2017, Berlin. In partnership with Saguna and Teragence.
Convergence of device and data at the Edge CloudMichelle Holley
Ever growing need of Intelligent Systems evolves analytics and decision making into AI with Machine Learning as tools for knowledge assimilation. What is essential for ML is a form of data that has inherent information that can be translated to useful information (intelligence) for decision making. IoT is the key for intelligent systems as they collect data at every end point. They are like ends of neuron network in human body. And the data collected has to be refined for decision making as it traverses up to the brain (AI Cloud) – like lymph nodes we have Edge Clouds. We will explore in this short talk two aspects of such IoT infrastructure where you have lossy network for IoTs, gateway options for device data and how it can seamlessly integrate with Edge Cloud Networks. We will review such protocols as Wireless Mesh, programmable gateways and extension of overlays into the Cloud.
Speaker: Murali Rangachari, Futurewei Technologies
Thesis - Voice Control Home AutomationAbhishek Neb
Voice is used in this project for the controlling switches. Reason for choosing voice is because it is easily being reproduced by human. Besides that, usage of voice gives a control system that can be effective and convenient to be used. The application of this system involve modifying the switching system from the traditional way which is physical contact with the switch to a safer way where the usage of voice to replace all the physical contact. This project involve a simple switching system that used the transistor along with relay to do all the connecting of the power to the devices, a voice recognition system that consists of voice recognition chip AT89C51, and the AT89C51 microcontroller to build up the system. The ULN2003 serves as the ear that will listen and interpret the command by the given while the AT89C51 serve as the brain of the system that will coordinate the correct output with the input command given. This project able to recognition the command trained by the user and successfully to execute the correct output. This project is a small scale design which consists of 8 commands that will used to control three different switches. The command is able to individually switch on and switch off each of the switch. Besides that, the command also able to switch on all and off all the switch at the same time.
The presentation I did at Rose d'Or in Lucerne, Switzerland, 7. May 2007. With just a few small changes, this is how it was shown (except that there were lots of videos, but you only see pictures here at slideshare)
This is the seminar report of my presentation
Link for the pressentaion file is
http://www.slideshare.net/arjunrtvm/3d-printing-additive-manufacturing-with-awesome-animations-and-special-effects
This is a BSc final Project book on Student portal system application which is mobile based on android application. it will help students to write the project book in a proper way.
Matrimony Service Project Report - Nafizul Islam - Software Engineering - Daf...NAFIZULISLAM19335480
ABSTRACT
The "Matrimony Service" project focuses on the development of a web-based platform exclusively tailored for the Bengali community, addressing their distinct requirements and preferences in the realm of matrimonial connections. With the increasing reliance on digital interactions and the shift towards paperless practices, there is a rising demand for a reliable and user-friendly platform in the matrimony domain. Thorough research and extensive feedback from potential users within the Bengali community have been gathered to ensure the system is precisely customized to their needs. The project incorporates open-source tools and technologies to implement a robust and scalable system, which has undergone comprehensive testing to ensure its effectiveness and functionality. Notably, the platform is designed to be intuitive and user-friendly, providing seamless communication and engagement with support for Bengali text. Moreover, the future roadmap of the project includes the integration of smartphone capabilities, enhancing accessibility and convenience for users. The overarching goal of the Matrimony Service project is to provide a secure and inclusive online platform that empowers individuals within the Bengali community to find compatible life partners through a culturally sensitive and user-centric approach.
Final project report on grocery store management system..pdfKamal Acharya
In today’s fast-changing business environment, it’s extremely important to be able to respond to client needs in the most effective and timely manner. If your customers wish to see your business online and have instant access to your products or services.
Online Grocery Store is an e-commerce website, which retails various grocery products. This project allows viewing various products available enables registered users to purchase desired products instantly using Paytm, UPI payment processor (Instant Pay) and also can place order by using Cash on Delivery (Pay Later) option. This project provides an easy access to Administrators and Managers to view orders placed using Pay Later and Instant Pay options.
In order to develop an e-commerce website, a number of Technologies must be studied and understood. These include multi-tiered architecture, server and client-side scripting techniques, implementation technologies, programming language (such as PHP, HTML, CSS, JavaScript) and MySQL relational databases. This is a project with the objective to develop a basic website where a consumer is provided with a shopping cart website and also to know about the technologies used to develop such a website.
This document will discuss each of the underlying technologies to create and implement an e- commerce website.
Welcome to WIPAC Monthly the magazine brought to you by the LinkedIn Group Water Industry Process Automation & Control.
In this month's edition, along with this month's industry news to celebrate the 13 years since the group was created we have articles including
A case study of the used of Advanced Process Control at the Wastewater Treatment works at Lleida in Spain
A look back on an article on smart wastewater networks in order to see how the industry has measured up in the interim around the adoption of Digital Transformation in the Water Industry.
Immunizing Image Classifiers Against Localized Adversary Attacksgerogepatton
This paper addresses the vulnerability of deep learning models, particularly convolutional neural networks
(CNN)s, to adversarial attacks and presents a proactive training technique designed to counter them. We
introduce a novel volumization algorithm, which transforms 2D images into 3D volumetric representations.
When combined with 3D convolution and deep curriculum learning optimization (CLO), itsignificantly improves
the immunity of models against localized universal attacks by up to 40%. We evaluate our proposed approach
using contemporary CNN architectures and the modified Canadian Institute for Advanced Research (CIFAR-10
and CIFAR-100) and ImageNet Large Scale Visual Recognition Challenge (ILSVRC12) datasets, showcasing
accuracy improvements over previous techniques. The results indicate that the combination of the volumetric
input and curriculum learning holds significant promise for mitigating adversarial attacks without necessitating
adversary training.
Sachpazis:Terzaghi Bearing Capacity Estimation in simple terms with Calculati...Dr.Costas Sachpazis
Terzaghi's soil bearing capacity theory, developed by Karl Terzaghi, is a fundamental principle in geotechnical engineering used to determine the bearing capacity of shallow foundations. This theory provides a method to calculate the ultimate bearing capacity of soil, which is the maximum load per unit area that the soil can support without undergoing shear failure. The Calculation HTML Code included.
Student information management system project report ii.pdfKamal Acharya
Our project explains about the student management. This project mainly explains the various actions related to student details. This project shows some ease in adding, editing and deleting the student details. It also provides a less time consuming process for viewing, adding, editing and deleting the marks of the students.
Cosmetic shop management system project report.pdfKamal Acharya
Buying new cosmetic products is difficult. It can even be scary for those who have sensitive skin and are prone to skin trouble. The information needed to alleviate this problem is on the back of each product, but it's thought to interpret those ingredient lists unless you have a background in chemistry.
Instead of buying and hoping for the best, we can use data science to help us predict which products may be good fits for us. It includes various function programs to do the above mentioned tasks.
Data file handling has been effectively used in the program.
The automated cosmetic shop management system should deal with the automation of general workflow and administration process of the shop. The main processes of the system focus on customer's request where the system is able to search the most appropriate products and deliver it to the customers. It should help the employees to quickly identify the list of cosmetic product that have reached the minimum quantity and also keep a track of expired date for each cosmetic product. It should help the employees to find the rack number in which the product is placed.It is also Faster and more efficient way.
RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Hori...
Front page
1. VISVESVARAYA TECHNOLOGICAL UNIVERSITY,
BELAGAVI-590014, KARNATAKA
A Seminar Report
On
“Rain Technology”
A Seminar Report Submitted In Partial Fulfillment of the requirement for the Award of the Degree of
Bachelor of Engineering in Electronics & Communication
Submitted by
Mr. Umesh S Harijan
USN: 2HN11EC050
Under the Guidance of
Prof. D B Madihalli
Department of Electronics & Communication Engineering
HIRASUGAR INSTITUTE OF TECHNOLOGY,
NIDASOSHI-591236
2014-15
2. SJPN Trust’s
HIRASUGAR INSTITUTE OF TECHNOLOGY,
NIDASOSHI-591236
Department of Electronics & Communication Engineering
2014-2015
Certificate
This is to certify that the Seminar entitled “RAIN TECHNOLOGY” carried out by
Mr. UMESH S HARIJAN, USN: 2HN11EC050, a bonafide student of Hirasugar Institute of
Technology, Nidasoshi in Partial Fulfillment for the Award of degree of Bachelor of Engineering
in Electronics and Communication Engineering of the Visvesvaraya Technological University,
Belagavi during the academic year 2014-2015. It is certified that all corrections/suggestions
indicated for Internal Assessment have been incorporated in the Report deposited in the departmental
library. The Seminar Report has been approved as it satisfies the academic requirements in respect of
Seminar work prescribed for the said Degree.
GUIDE H.O.D PRINCIPAL
Prof. D. B. Madihalli Prof. S. B. Akkole Dr. N. C. Hiremath
3. ACKNOWLEDGMENT
Completing a seminar right on schedule is no doubt a demanding and daunting task. I was
fortunate to have my assistance of many people in this effort. I would like to mention some names
while many others might go unmentioned.
It is my pleasure to acknowledge the help I have received from individuals and institute. I
would like to thank the college in general and our principal Dr. N. C. Hiremath in particular for the
excellent facilities provided.
I am very thankful and obliged to our HOD Prof. S. B. Akkole for his encouragement and
insightful comments at virtually all stages of my seminar.
I also wish to express my warm and grateful thank to my respected guide
Prof. D. B. Madihalli for giving me the advice and valuable guidance.
I am very thankful to Prof. B. M. Shetake (seminar coordinator) for providing valuable
suggestions in carrying out this seminar successfully.
I also thank all professors and staff of ECE department for their constant encouragement.
I would like to thank my parents, classmates and friends who directly or indirectly helped me
in completing this seminar.
Mr. Umesh S Harijan
(2HN11EC050)
4. Abstract
The RAIN project is research collaboration between Caltech and NASA-JPL on distributed
computing and data storage systems for future space-borne missions. The goal of the project is to
identify and develop key building blocks for reliable distributed systems built with inexpensive off-
the-shelf components. The RAIN platform consists of a heterogeneous cluster of computing and/or
storage nodes connected via multiple interfaces to networks configured in fault-tolerant topologies.
The RAIN software components run in conjunction with operating system services and standard
network protocols. Through software-implemented fault tolerance, the system tolerates multiple
node, link, and switch failures, with no single point of failure. The RAIN technology has been
transferred to RAIN finity, a start-up company focusing on creating clustered solutions for improving
the performance and availability of Internet data centers.
5. CONTENTS
Chapter No. Page No.
CHAPTER 1 INTRODUCTION OF RAIN TECHNOLOGY
1.1 Introduction…………………………………………………………..1
1.2 RAIN Software Architecture……………………………………...2
CHAPTER 2 COMPONENTS OF RAIN TECHNOLOGY…………………………..3
CHAPTER 3 ARCHITECTURE
3.1 Reliable transport…………………………………………………...5
3.2 Consistent global state sharing protocol………………………..5
3.3 Always-On-IP……………………………………………………….5
3.4 Local and global fault monitors …………………………………6
3.5 Secure and central management…………………………………6
CHAPTER 4 FEATURES OF RAIN
4.1 Communication………………………………………………….7
4.2 Data Storage………………………………………………………...7
4.3 Group Membership....................................................................…...8
CHAPTER 5 APPLICATIONS……………………………………………………….9
CHAPTER 6 ADVANTAGES……………………………………………………….10
CONCLUSION………………………………………………………………………...11
REFERENCES……………………………………………………………………..….12
6. LIST OF FIGURES
Figures Label Page No.
Figure 1.2.1 RAIN Software Architecture 2
Figure 3.1.1 Architecture of Rain Technology 5