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E-Store: Fine-grained elastic partitioning for distributed transaction processing systems

E-Store: Fine-grained elastic partitioning for distributed t...

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3rd Workshop on Spatio-Temporal Database Management, STDBM 2006, Co-located with the 32nd international conference on Very Large Data Bases, VLDB 2006

作者： Taft, Rebecca Mansour, Essam Serafini, Marco Duggan, Jennie Elmore, Aaron J. Aboulnaga, Ashraf Pavlo, Andrew Stonebraker, Michael MIT CSAIL United States Qatar Computing Research Institute Qatar Northwestern University United States University of Chicago United States Carnegie Mellon University United States

On-line transaction processing (OLTP) database management systems (DBMSs) often serve time-varying workloads due to daily, weekly or seasonal fluctuations in demand, or because of rapid growth in demand due to a company's business success. In addition, many OLTP workloads are heavily skewed to "hot" tuples or ranges of tuples. For example, the majority of NYSE volume involves only 40 stocks. To deal with such fluctuations, an OLTP DBMS needs to be elastic;that is, it must be able to expand and contract resources in response to load fluctuations and dynamically balance load as hot tuples vary over time. This paper presents E-Store, an elastic partitioning framework for distributed OLTP DBMSs. It automatically scales resources in response to demand spikes, periodic events, and gradual changes in an application's workload. E-Store addresses localized bottlenecks through a two-tier data placement strategy: cold data is distributed in large chunks, while smaller ranges of hot tuples are assigned explicitly to individual nodes. This is in contrast to traditional single-tier hash and range partitioning strategies. Our experimental evaluation of E-Store shows the viability of our approach and its efficacy under variations in load across a cluster of machines. Compared to single-tier approaches, E-Store improves throughput by up to 130% while reducing latency by 80%. © 2014 VLDB Endowment 21508097/14/11.

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Scheduling in Cloud of Things: An Overview

Scheduling in Cloud of Things: An Overview

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Emerging Smart Technologies and Applications (eSmarTA), international conference on

作者： Abdulrahman Mohammed Hussein Obaid Awadh Ali Abdo Mohammed Santosh K. Pani Ayman Alsabry Hamzah Ali Qasem Department of Medical Information Technology 21 September University of medical and applied sciences Sana'a Yemen Department of Bioedical Engineering Technology 21 September University of medical and applied sciences Sana'a Yemen School of Computer Engineering KIIT University Bhubaneswar India Department of Computer Science International University of Technology Twintech Sana'a Yemen International University of Technology Twintech 21 September university of medical and applied sciences sana'a Yemen

computing, internet, digital devices, smart devices, and other technologies were leading to a new terminology known as cloud of things (CoT). Cloud of Things is a powerful technology used to analyze and store massive data from thousands of distributed devices (smartphones, vehicles, home appliances, sensors, etc.). Further, Cloud of Things integrated two concepts, internet of Things and Cloud computing. There are many issues in cloud computing that have been widely studied, such as scheduling. On the other hand, a few issues have been studied in Cloud of Things. The objective of this paper is to discuss and classify the scheduling issues in Cloud of Things. Researchers have developed algorithms for different environments such as heterogeneous/homogeneous clusters, cloud computing, and large-scale community grids. By reviewing and considering many of these articles, we provided an overview for reuse these state-of-the-art algorithms in Cloud of Things environments. In addition, this paper provides researchers with ideas and platform for finding open research and exploring Cloud of Things issues.

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Multi Unit Auctions with Constraints in Financial Domain

Multi Unit Auctions with Constraints in Financial Domain

引用

IEEE international conference on e-Commerce technology (CEC)

作者： A.R. Dani A.K. Pujari V.P. Gulati Institute for Development and Research in Banking Technology Hyderabad India Department of Computer Science University of Hyderabad Hyderabad India

One of the very important applications of auctions in many countries in last few years in financial domain has been privatization of state owned enterprises. Traditionally auction based mechanisms have been used for leasing of mining rights, bandwidth allocation etc. In last few years there has been growing interest in internet based market places because of wide spread use of auction based protocols for electronic commerce. Many internet based sites have implemented different types of auctions. In this paper we analyze the problem of initial public offering (IPO) of Government owned companies. We also consider scenario with different types of constraints. We formulate this problem as nonlinear integer programming problem. An algorithm, which computes the optimum solution, has been developed. The algorithm generates optimum solution with polynomial time complexity

关键词： Government internet Polynomials Computer science Banking Application software Privatization Channel allocation Protocols Electronic commerce

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distributed Denial of Services (DDoS) Botnet Attack Prevention in internet of Things (IoT) Devices Using AI

Distributed Denial of Services (DDoS) Botnet Attack Preventi...

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Smart Generation computing, Communication and Networking (SMART GENCON), international conference on

作者： Kaushiv Garg Kanwarpartap Singh Gill Rahul Chauhan Devyani Rawat Deepak Banerjee Chitkara University Institute of Engineering and Technology Chitkara University Punjab India Computer Science and Engineering Graphic Era Hill University Dehradun Uttarakhand India

The expeditious adoption of internet of Things (IoT) devices has facilitated the emergence of complex cybersecurity risks, notably distributed Denial of Service (DDoS) botnet assaults, which pose a substantial danger. With the exponential growth of interconnected devices inside the internet of Things (IoT), the task of identifying malicious linkages becomes more challenging. The identification of these hazards has significant importance for intrusion detection systems (IDS), with the use of machine learning (ML) having been a prevailing practice due to the continuous advancement of cyberattacks. In order to effectively combat such dangers, it is essential that machine learning technologies has the capability to observe a diverse range of attack patterns, hence illustrating the intricacies involved in targeting network traffic. Regrettably, a significant portion of the datasets accessible to the machine learning community lack comprehensive representation of well recognized attack patterns. This is particularly true for datasets pertaining to distributed Denial of Service (DDoS) attacks, such as ACK and PUSH-ACK floods. The objective of this project is to address the existing disparity by curating a compilation of assault approaches that are underutilized. This dataset provides IDS developers with the necessary resources to enhance their detection rates. This research work enhances the security of IoT devices against DDoS botnet assaults, hence contributing to the overall safety of the IoT ecosystem.

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An Analysis of Edge computing with Multi Access in 5-G technology

An Analysis of Edge Computing with Multi Access in 5-G Techn...

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Advance computing and Innovative Technologies in Engineering (ICACITE), international conference on

作者： Sitaram Gupta Sonia Department of Computer Science Engineering Vivekananda Global University Jaipur India Department of Master of Computer Application Chandigarh School of Business Jhanjeri

The demands of the rapidly expanding internet. However, since most end users have confined storage space and limiting computing power, it lately evolved into a natural issue how to execute computationally complex apps on resource-bound consumers. The emerging fifth generation (5G) corporation can benefit from Mobile Edge computing (MEC) innovation upgrade portable assets by facilitating figure concentrated applications, handling a lot of information prior to sending them to the cloud, finding distributed computing assets inside the radio access organization (RAN) close to versatile clients, and giving setting mindful administrations utilizing RAN information. In reality, the paradigm shift from 4G to 5G is accompanied by the introduction of new technical concepts. We first give a comprehensive introduction of MEC technology and some of its possible applications. The most recent research on MEC integration with upcoming technologies that will be employed in 5G and beyond is then is summarized.

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Electricity Cost Management for Cloud Data Centers under Diverse Delay Constraints

Electricity Cost Management for Cloud Data Centers under Div...

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IEEE international conference on Cyber Security and Cloud computing (CSCloud)

作者： Yuqi Fan Yongfeng Xia Yuheng Liu Xiaohui Yuan School of Computer & Information Hefei University of Technology Hefei China Department of Computer Sciences & Engineering University of North Texas Denton Texas USA

ISBN: (纸本)9781509009473

Large-scale internet applications provide service to end users with servers, which may be located at geographically distributed data centers. Users may require different delay constraints for different services. To meet the service delay requirements to end users, the data centers must provide enough server resources which incur a large amount of electricity and dollars cost. In this paper, we tackle the problem of minimizing electricity cost under diverse delay requirements of different services for different users in a multi-electricity-market environment. We propose two algorithms to reduce the electricity cost, taking into account the location diversity and the time diversity of electricity price. Our simulation results demonstrated that the proposed algorithms were effective in terms of the reduction of the electricity cost while satisfying the diverse delay constraints.

关键词： Servers Delays Portals distributed databases Power demand Cloud computing Electricity supply industry

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A privacy preserving repository for securing data across the cloud

A privacy preserving repository for securing data across the...

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international conference on Electronic Computer technology

作者： Ranjita Mishra Debi Prasad Mishra Animesh Tripathy Sanjit Kumar Dash School of Computer Engineering KIIT University Bhubaneswar India Department of IT College of Engineering and Technology Bhubaneswar India

Popularity of cloud computing is increasing day by day in distributed computing environment. There is a growing trend of using cloud environments for storage and data processing needs. Cloud computing is an internet-based computing, whereby shared resources, software, and information are provided to computers and other devices on demand. However, adopting a cloud computing paradigm may have positive as well as negative effects on the data security of service consumers. This paper primarily highlights some major security issues existing in current cloud computing environments. The primary issue that has to be dealt with when talking about data security in a cloud is protection of the data. The idea is to construct a privacy preserving repository where data sharing services can update and control the access and limit the usage of their shared data, instead of submitting data to central authorities, and, hence, the repository will promote data sharing and privacy of data. This paper aims at simultaneously achieving data confidentiality while still keeping the harmonizing relations intact in the cloud. Our proposed scheme enables the data owner to delegate most of computation intensive tasks to cloud servers without disclosing data contents or user access privilege information.

关键词： Data privacy Cloud computing Databases Cryptography Companies

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LightHolder: A Platform for Real-World Mobile Commerce

LightHolder: A Platform for Real-World Mobile Commerce

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IEEE international conference on e-Commerce technology (CEC)

作者： T. Sogo Y. Koike Internet Systems Research Laboratories NEC Corporation Limited Kawasaki Japan

Recently, some of cellular phones in the market are equipped with wireless local communication devices such as infrared, Bluetooth, and a contactless IC chip, and several companies are trying to launch real-world mobile commerce services. However, the services have not become widespread yet. In order to realize the market penetration of the services, this research focuses on the mechanism for enhancing users' convenience and service flexibility. In the architecture proposed in this paper, a service execution engine in a user's cellular phone works as a common platform for multiple services. It automatically installs and updates service data stored in the cellular phone if necessary (called service plug-and-play). Based on the proposed architecture, we have developed a platform for real-world mobile commerce (called LightHolder,) and have evaluated it through the development of several prototype services

关键词： Business Cellular phones Wireless communication Web server Mobile communication National electric code Optical fiber communication Bluetooth Consumer electronics Web and internet services

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Enhancing internet-based Resource Discovery: The Efficacy of distributed Quadtree Overlay

Enhancing Internet-based Resource Discovery: The Efficacy of...

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Applied Artificial Intelligence and computing (ICAAIC), international conference on

作者： Muhyeeddin Alqaraleh Department of Software Engineering Faculty of Information Technology Zarqa University Zarqa Jordan

ISBN: (数字)9798350375190

ISBN: (纸本)9798350375206

distributed systems based on the internet allow resources widely dispersed throughout the network to be utilized cooperatively and shared. This allows the end-user to obtain massive computational power to perform a computationally intensive task. This is where the essential function of resource finding comes into play. Even though different procedures have been presented to identify multi-attribute resources, these processes have been plagued by many problems, including significant overhead and inefficiency as the number of resources increases. distributed Quadtree Overlay is the innovative technology presented in this academic study. With DOTO, distance-aware querying is used. Moreover, since DOTO is constructed via the local network, it does not need any communication. As a result of the trials, the distributed Quadtree Overlay performed better than the Chord. According to the findings, distributed Quadtree Overlay is superior to Chord in terms of communication time since it needs fewer hopes and messages, uses less memory, and produces better (shortened) communication times.

关键词： Protocols Memory management internet Task analysis Artificial intelligence

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Iterative Combinatorial Auctions with Linear Prices: Results of Numerical Experiments

Iterative Combinatorial Auctions with Linear Prices: Results...

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IEEE international conference on e-Commerce technology (CEC)

作者： A. Pikovsky P. Shabalin M. Bichler Internet-based Information Systems Department of Informatics Technical University of München Germany

Iterative combinatorial auctions (ICA) have been getting increasing attention in computer science and economics, as they provide an efficient solution to resource allocation problems with superadditive and subadditive valuations. Several auction designs have been proposed in the literature using different types of bidding languages and different types of ask prices. A few auction designs have focused on simple linear prices. Although, it can be shown that exact linear prices are often impossible to calculate, ICAs based on linear prices have performed very well in the laboratory with respect to allocative efficiency. In this paper we focus on three promising auction designs, the combinatorial clock auction, the resource allocation design (RAD) and a modified version of RAD and analyze their performance in discrete event simulations

关键词： Independent component analysis Clocks Resource management Pricing Cost accounting Content addressable storage Packaging internet Information systems Informatics

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