Data Deduplication Approaches

Author : Tin Thein Thwel,G. R. Sinha
Publisher : Academic Press
Page : 406 pages
File Size : 43,8 Mb
Release : 2020-11-25
Category : Science
ISBN : 9780128236338

Get Book

Data Deduplication Approaches by Tin Thein Thwel,G. R. Sinha Pdf

In the age of data science, the rapidly increasing amount of data is a major concern in numerous applications of computing operations and data storage. Duplicated data or redundant data is a main challenge in the field of data science research. Data Deduplication Approaches: Concepts, Strategies, and Challenges shows readers the various methods that can be used to eliminate multiple copies of the same files as well as duplicated segments or chunks of data within the associated files. Due to ever-increasing data duplication, its deduplication has become an especially useful field of research for storage environments, in particular persistent data storage. Data Deduplication Approaches provides readers with an overview of the concepts and background of data deduplication approaches, then proceeds to demonstrate in technical detail the strategies and challenges of real-time implementations of handling big data, data science, data backup, and recovery. The book also includes future research directions, case studies, and real-world applications of data deduplication, focusing on reduced storage, backup, recovery, and reliability. Includes data deduplication methods for a wide variety of applications Includes concepts and implementation strategies that will help the reader to use the suggested methods Provides a robust set of methods that will help readers to appropriately and judiciously use the suitable methods for their applications Focuses on reduced storage, backup, recovery, and reliability, which are the most important aspects of implementing data deduplication approaches Includes case studies

Author : Daehee Kim,Sejun Song,Baek-Young Choi
Publisher : Springer
Page : 262 pages
File Size : 55,5 Mb
Release : 2016-09-08
Category : Technology & Engineering
ISBN : 9783319422800

Get Book

Data Deduplication for Data Optimization for Storage and Network Systems by Daehee Kim,Sejun Song,Baek-Young Choi Pdf

This book introduces fundamentals and trade-offs of data de-duplication techniques. It describes novel emerging de-duplication techniques that remove duplicate data both in storage and network in an efficient and effective manner. It explains places where duplicate data are originated, and provides solutions that remove the duplicate data. It classifies existing de-duplication techniques depending on size of unit data to be compared, the place of de-duplication, and the time of de-duplication. Chapter 3 considers redundancies in email servers and a de-duplication technique to increase reduction performance with low overhead by switching chunk-based de-duplication and file-based de-duplication. Chapter 4 develops a de-duplication technique applied for cloud-storage service where unit data to be compared are not physical-format but logical structured-format, reducing processing time efficiently. Chapter 5 displays a network de-duplication where redundant data packets sent by clients are encoded (shrunk to small-sized payload) and decoded (restored to original size payload) in routers or switches on the way to remote servers through network. Chapter 6 introduces a mobile de-duplication technique with image (JPEG) or video (MPEG) considering performance and overhead of encryption algorithm for security on mobile device.

Author : Dan Feng
Publisher : Springer Nature
Page : 170 pages
File Size : 49,9 Mb
Release : 2022-06-02
Category : Computers
ISBN : 9789811901126

Get Book

Data Deduplication for High Performance Storage System by Dan Feng Pdf

This book comprehensively introduces data deduplication technologies for storage systems. It first presents the overview of data deduplication including its theoretical basis, basic workflow, application scenarios and its key technologies, and then the book focuses on each key technology of the deduplication to provide an insight into the evolution of the technology over the years including chunking algorithms, indexing schemes, fragmentation reduced schemes, rewriting algorithm and security solution. In particular, the state-of-the-art solutions and the newly proposed solutions are both elaborated. At the end of the book, the author discusses the fundamental trade-offs in each of deduplication design choices and propose an open-source deduplication prototype. The book with its fundamental theories and complete survey can guide the beginners, students and practitioners working on data deduplication in storage system. It also provides a compact reference in the perspective of key data deduplication technologies for those researchers in developing high performance storage solutions.

Author : Alex Osuna,Eva Balogh,Alexandre Ramos Galante de Carvalho,Rucel F. Javier,Zohar Mann,IBM Redbooks
Publisher : IBM Redbooks
Page : 322 pages
File Size : 40,5 Mb
Release : 2011-03-24
Category : Computers
ISBN : 9780738435244

Get Book

Implementing IBM Storage Data Deduplication Solutions by Alex Osuna,Eva Balogh,Alexandre Ramos Galante de Carvalho,Rucel F. Javier,Zohar Mann,IBM Redbooks Pdf

Until now, the only way to capture, store, and effectively retain constantly growing amounts of enterprise data was to add more disk space to the storage infrastructure, an approach that can quickly become cost-prohibitive as information volumes continue to grow and capital budgets for infrastructure do not. In this IBM® Redbooks® publication, we introduce data deduplication, which has emerged as a key technology in dramatically reducing the amount of, and therefore the cost associated with storing, large amounts of data. Deduplication is the art of intelligently reducing storage needs through the elimination of redundant data so that only one instance of a data set is actually stored. Deduplication reduces data an order of magnitude better than common data compression techniques. IBM has the broadest portfolio of deduplication solutions in the industry, giving us the freedom to solve customer issues with the most effective technology. Whether it is source or target, inline or post, hardware or software, disk or tape, IBM has a solution with the technology that best solves the problem. This IBM Redbooks publication covers the current deduplication solutions that IBM has to offer: IBM ProtecTIER® Gateway and Appliance IBM Tivoli® Storage Manager IBM System Storage® N series Deduplication

Author : Hakim Hacid,Odej Kao,Massimo Mecella,Naouel Moha,Hye-young Paik
Publisher : Springer Nature
Page : 919 pages
File Size : 55,8 Mb
Release : 2021-11-17
Category : Computers
ISBN : 9783030914318

Get Book

Service-Oriented Computing by Hakim Hacid,Odej Kao,Massimo Mecella,Naouel Moha,Hye-young Paik Pdf

This book constitutes the proceedings of the 19th International Conference on Service-Oriented Computing, ICSOC 2020, which is held virtually in November 2021. The 29 full, 28 short, and 3 vision papers included in this volume were carefully reviewed and selected from 189 submissions. They were organized in topical sections named: Blockchains and smart contracts, Architectures, microservices and APIs, Applications, Internet-of-Things, crowdsourced, social, and conversational services, Service composition and recommendation, Cloud computing, and Edge computing.

Author : Fagen Li,Tsuyoshi Takagi,Chunxiang Xu,Xiaosong Zhang
Publisher : Springer
Page : 300 pages
File Size : 48,7 Mb
Release : 2018-11-03
Category : Computers
ISBN : 9789811330957

Get Book

Frontiers in Cyber Security by Fagen Li,Tsuyoshi Takagi,Chunxiang Xu,Xiaosong Zhang Pdf

This book constitutes the proceedings of the First International Conference on Frontiers in Cyber Security, held in Chengdu, China, in November 2018. The 18 full papers along with the3 short papers presented were carefully reviewed and selected from 62 submissions. The papers are organized in topical sections, namely: symmetric key cryptography, public key cryptography, post-quantum cryptography, cloud security and data deduplication, access control, attack and behavior detection, system and network security, security design.

Author : Tomonobu Senjyu,Chakchai So–In,Amit Joshi
Publisher : Springer Nature
Page : 823 pages
File Size : 55,5 Mb
Release : 2023-07-21
Category : Technology & Engineering
ISBN : 9789819907694

Get Book

Smart Trends in Computing and Communications by Tomonobu Senjyu,Chakchai So–In,Amit Joshi Pdf

This book gathers high-quality papers presented at the Seventh International Conference on Smart Trends in Computing and Communications (SmartCom 2022), organized by Global Knowledge Research Foundation (GR Foundation) from January 24–25, 2023, in Jaipur, India. It covers the state-of-the-art and emerging topics in information, computer communications, and effective strategies for their use in engineering and managerial applications. It also explores and discusses the latest technological advances in, and future directions for, information and knowledge computing and its applications.

Author : Asit Kumar Das,Janmenjoy Nayak,Bighnaraj Naik,Soumi Dutta,Danilo Pelusi
Publisher : Springer Nature
Page : 593 pages
File Size : 52,6 Mb
Release : 2020-02-19
Category : Technology & Engineering
ISBN : 9789811524493

Get Book

Computational Intelligence in Pattern Recognition by Asit Kumar Das,Janmenjoy Nayak,Bighnaraj Naik,Soumi Dutta,Danilo Pelusi Pdf

This book features high-quality research papers presented at the 2nd International Conference on Computational Intelligence in Pattern Recognition (CIPR 2020), held at the Institute of Engineering and Management, Kolkata, West Bengal, India, on 4–5 January 2020. It includes practical development experiences in various areas of data analysis and pattern recognition, focusing on soft computing technologies, clustering and classification algorithms, rough set and fuzzy set theory, evolutionary computations, neural science and neural network systems, image processing, combinatorial pattern matching, social network analysis, audio and video data analysis, data mining in dynamic environments, bioinformatics, hybrid computing, big data analytics and deep learning. It also provides innovative solutions to the challenges in these areas and discusses recent developments.

Author : L. Padma Suresh,Bijaya Ketan Panigrahi
Publisher : Springer
Page : 743 pages
File Size : 50,5 Mb
Release : 2015-12-07
Category : Technology & Engineering
ISBN : 9788132226741

Get Book

Proceedings of the International Conference on Soft Computing Systems by L. Padma Suresh,Bijaya Ketan Panigrahi Pdf

The book is a collection of high-quality peer-reviewed research papers presented in International Conference on Soft Computing Systems (ICSCS 2015) held at Noorul Islam Centre for Higher Education, Chennai, India. These research papers provide the latest developments in the emerging areas of Soft Computing in Engineering and Technology. The book is organized in two volumes and discusses a wide variety of industrial, engineering and scientific applications of the emerging techniques. It presents invited papers from the inventors/originators of new applications and advanced technologies.

Author : Namita Gupta,Prasenjit Chatterjee,Tanupriya Choudhury
Publisher : John Wiley & Sons
Page : 576 pages
File Size : 52,6 Mb
Release : 2021-04-13
Category : Computers
ISBN : 9781119750581

Get Book

Smart and Sustainable Intelligent Systems by Namita Gupta,Prasenjit Chatterjee,Tanupriya Choudhury Pdf

The world is experiencing an unprecedented period of change and growth through all the electronic and technilogical developments and everyone on the planet has been impacted. What was once ‘science fiction’, today it is a reality. This book explores the world of many of once unthinkable advancements by explaining current technologies in great detail. Each chapter focuses on a different aspect - Machine Vision, Pattern Analysis and Image Processing - Advanced Trends in Computational Intelligence and Data Analytics - Futuristic Communication Technologies - Disruptive Technologies for Future Sustainability. The chapters include the list of topics that spans all the areas of smart intelligent systems and computing such as: Data Mining with Soft Computing, Evolutionary Computing, Quantum Computing, Expert Systems, Next Generation Communication, Blockchain and Trust Management, Intelligent Biometrics, Multi-Valued Logical Systems, Cloud Computing and security etc. An extensive list of bibliographic references at the end of each chapter guides the reader to probe further into application area of interest to him/her.

Author : Kevin Daimi,Abeer Al Sadoon
Publisher : Springer Nature
Page : 670 pages
File Size : 49,8 Mb
Release : 2023-05-26
Category : Technology & Engineering
ISBN : 9783031337437

Get Book

Proceedings of the 2023 International Conference on Advances in Computing Research (ACR’23) by Kevin Daimi,Abeer Al Sadoon Pdf

This book includes recent research on Data Science, IoT, Smart Cities and Smart Energy, Health Informatics, and Network Security. The International Conference on Advances in Computing Research (ACR’23) brings together a diverse group of researchers from all over the world with the intent of fostering collaboration and dissemination of the advances in computing technologies. The conference is aptly segmented into six tracks to promote a birds-of-the-same-feather congregation and maximize participation. The first track covers computational intelligence, which include, among others, research topics on artificial intelligence, knowledge representation and management, application and theory of neural systems, fuzzy and expert systems, and genetic algorithms. The second track focuses on cybersecurity engineering. It includes pertinent topics such as incident response, hardware and network security, digital biometrics and forensics technologies, and cybersecurity metrics and assessment. Further, it features emerging security technologies and high-tech systems security. The third track includes studies on data analytics. It covers topics such as data management, statistical and deep analytics, semantics and time series analytics, and a multitude of important applications of data analytics in areas such as engineering, health care, business, and manufacturing. The fourth track on network and communications covers a wide range of topics in both areas including protocols and operations, ubiquitous networks, ad hoc and sensor networks, cellular systems, virtual and augmented reality streaming, information centric networks, and the emerging areas in connected and autonomous vehicle communications. Lastly, the final track on cloud and mobile computing includes areas of interest in cloud computing such as infrastructure, service, management and operations, architecture, and interoperability and federation. This track also includes important topics in mobile computing such as services and applications, communication architectures, positioning and tracking technologies, the general applications of mobile computing.

Author : S. Srinivasan
Publisher : Springer
Page : 565 pages
File Size : 41,5 Mb
Release : 2017-05-25
Category : Technology & Engineering
ISBN : 9783319538174

Get Book

Guide to Big Data Applications by S. Srinivasan Pdf

This handbook brings together a variety of approaches to the uses of big data in multiple fields, primarily science, medicine, and business. This single resource features contributions from researchers around the world from a variety of fields, where they share their findings and experience. This book is intended to help spur further innovation in big data. The research is presented in a way that allows readers, regardless of their field of study, to learn from how applications have proven successful and how similar applications could be used in their own field. Contributions stem from researchers in fields such as physics, biology, energy, healthcare, and business. The contributors also discuss important topics such as fraud detection, privacy implications, legal perspectives, and ethical handling of big data.

Author : James J. (Jong Hyuk) Park,Victor C.M. Leung,Cho-Li Wang,Taeshik Shon
Publisher : Springer Science & Business Media
Page : 386 pages
File Size : 52,7 Mb
Release : 2012-08-13
Category : Technology & Engineering
ISBN : 9789400750647

Get Book

Future Information Technology, Application, and Service by James J. (Jong Hyuk) Park,Victor C.M. Leung,Cho-Li Wang,Taeshik Shon Pdf

This book is about Future Information Technology, Application, and Service (FutureTech 2012 volume 2). The topics of FutureTech 2012 cover the current hot topics satisfying the world-wide ever-changing needs. The FutureTech 2012 is intended to foster the dissemination of state-of-the-art research in all future IT areas, including their models, services, and novel applications associated with their utilization. The FutureTech 2012 will provide an opportunity for academic and industry professionals to discuss the latest issues and progress in this area. In addition, the conference will publish high quality papers which are closely related to the various theories, modeling, and practical applications in many types of future technology. The main scope of FutureTech 2012 is as follows. Hybrid Information Technology Cloud and Cluster Computing Ubiquitous Networks and Wireless Communications Multimedia Convergence Intelligent and Pervasive Applications Security and Trust Computing IT Management and Service Bioinformatics and Bio-Inspired Computing Database and Data Mining Knowledge System and Intelligent Agent Human-centric Computing and Social Networks The FutureTech is a major forum for scientists, engineers, and practitioners throughout the world to present the latest research, results, ideas, developments and applications in all areas of future technologies.

Author : Atulya K. Nagar
Publisher : Springer Nature
Page : 605 pages
File Size : 43,8 Mb
Release : 2024-06-13
Category : Electronic
ISBN : 9789819978861

Get Book

Intelligent Sustainable Systems by Atulya K. Nagar Pdf

Author : Ngoc Thanh Nguyen,Chong-Gun Kim,Adam Janiak
Publisher : Springer
Page : 570 pages
File Size : 40,9 Mb
Release : 2011-04-16
Category : Computers
ISBN : 9783642200397

Get Book

Intelligent Information and Database Systems by Ngoc Thanh Nguyen,Chong-Gun Kim,Adam Janiak Pdf

The two-volume set LNAI 6591 and LNCS 6592 constitutes the refereed proceedings of the Third International Conference on Intelligent Information and Database Systems, ACIIDS 2011, held in Daegu, Korea, in April 2011. The 110 revised papers presented together with 2 keynote speeches were carefully reviewed and selected from 310 submissions. The papers are thematically divided into two volumes; they cover the following topics: intelligent database systems, data warehouses and data mining, natural language processing and computational linguistics, semantic Web, social networks and recommendation systems, technologies for intelligent information systems, collaborative systems and applications, e-business and e-commerce systems, e-learning systems, information modeling and requirements engineering, information retrieval systems, intelligent agents and multi-agent systems, intelligent information systems, intelligent internet systems, intelligent optimization techniques, object-relational DBMS, ontologies and knowledge sharing, semi-structured and XML database systems, unified modeling language and unified processes, Web services and semantic Web, computer networks and communication systems.