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Towards Extensible and Adaptable Methods in Computing

  • Shampa Chakraverty
  • Anil Goel
  • Sanjay Misra
Book

Table of contents

  1. Front Matter
    Pages i-xix
  2. Agile Software Development

    1. Front Matter
      Pages 1-2
    2. Chamundeswari Arumugam, Sriraghav Kameswaran, Baskaran Kaliamourthy
      Pages 3-12
    3. Sheetika Kapoor, Kalpna Sagar
      Pages 27-42
    4. Suyash Shukla, Ranjan Kumar Behera, Sanjay Misra, Santanu Kumar Rath
      Pages 57-68
  3. Data Management

    1. Front Matter
      Pages 85-87
    2. Prateek Agarwal, Vaibhav Nalawade
      Pages 89-98
    3. N. Sudhakar Yadav, B. Eswara Reddy, K. G. Srinivasa
      Pages 99-106
    4. Gokul Kannan Sadasivam, Chittaranjan Hota, Bhojan Anand
      Pages 107-118
    5. Nishi Gupta, Shikha Gupta, Satbir Jain
      Pages 119-129
    6. Prem Kumar, Puneet Verma, Anurag Singh
      Pages 131-143
    7. Kumar Abhishek, M. P. Singh, Prakhar Shrivastav, Suraj Thakre
      Pages 145-154
  4. Machine Learning

    1. Front Matter
      Pages 155-156
    2. Priyanka Sharma, Swati Jain, Vaibhav Jain, Sutapa Ranjan, R. Manchanda, Daniel Raju et al.
      Pages 179-193
    3. Nureni Ayofe Azeez, Obinna Justin Asuzu, Sanjay Misra, Adewole Adewumi, Ravin Ahuja, Rytis Maskeliunas
      Pages 195-208
    4. I. A. P. Wogu, S. Misra, P. A. Assibong, S. O. Ogiri, R. Damasevicius, R. Maskeliunas
      Pages 209-224
  5. Web Intelligence

  6. Computing in Education

    1. Front Matter
      Pages 323-325
    2. Ashutosh Dadhich, Kamlesh Dutta
      Pages 327-337
    3. A. Vijayalakshmi, Chittaranjan Hota
      Pages 339-350
    4. Dipika Jain, Pawan Kumar
      Pages 351-361
    5. Chhavi Sharma, Minni Jain, Ayush Aggarwal
      Pages 363-372
    6. Asrat Mulatu, Addisu Anbessa, Sanjay Misra, Adewole Adewumi, Robertas Damaševičius, Ravin Ahuja
      Pages 373-383
    7. Lina Narbutaitė, Robertas Damaševičius, Egidijus Kazanavičius, Sanjay Misra
      Pages 385-397
    8. Milan J. Srinivas, Michelle M. Roy, Jyotsna N. Sagri, Viraj Kumar
      Pages 399-407

About this book

Introduction

This book addresses extensible and adaptable computing, a broad range of methods and techniques used to systematically tackle the future growth of systems and respond proactively and seamlessly to change. The book is divided into five main sections: Agile Software Development, Data Management, Web Intelligence, Machine Learning and Computing in Education. These sub-domains of computing work together in mutually complementary ways to build systems and applications that scale well, and which can successfully meet the demands of changing times and contexts. The topics under each track have been carefully selected to highlight certain qualitative aspects of applications and systems, such as scalability, flexibility, integration, efficiency and context awareness.

The first section (Agile Software Development) includes six contributions that address related issues, including risk management, test case prioritization and tools, open source software reliability and predicting the change proneness of software. The second section (Data Management) includes discussions on myriad issues, such as extending database caches using solid-state devices, efficient data transmission, healthcare applications and data security. In turn, the third section (Machine Learning) gathers papers that investigate ML algorithms and present their specific applications such as portfolio optimization, disruption classification and outlier detection. The fourth section (Web Intelligence) covers emerging applications such as metaphor detection, language identification and sentiment analysis, and brings to the fore web security issues such as fraud detection and trust/reputation systems. In closing, the fifth section (Computing in Education) focuses on various aspects of computer-aided pedagogical methods.

Keywords

1. Extensibility and adaptability 2. Agile software 3. Data management 4. Web intelligence 5. Machine learning

Editors and affiliations

  1. 1.Department of Computer Engineering, Netaji Subhas Institute of TechnologyUniversity of DelhiNew DelhiIndia
  2. 2.SAP CanadaWaterlooCanada
  3. 3.Department of Electrical and Information EngineeringCovenant UniversityOtaNigeria

Bibliographic information

  • DOI https://doi.org/10.1007/978-981-13-2348-5
  • Copyright Information Springer Nature Singapore Pte Ltd. 2018
  • Publisher Name Springer, Singapore
  • eBook Packages Computer Science
  • Print ISBN 978-981-13-2347-8
  • Online ISBN 978-981-13-2348-5
  • Buy this book on publisher's site
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