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Association for Computing Machinery
(6286 results)-
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GreenCloud: A New Architecture for Green Data Center
June 16, 2009, 12:00am PDT
With the change in environmental conditions, researches are trying to find cost-effective solutions that can reduce consumption of power in data centers. Discussed in this paper is GreenCloud...
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Automatic Exploration of Datacenter Performance Regimes
June 19, 2009, 12:00am PDT
Optimum allocation of resources can make automated systems of an efficient data centre more effective. Data centers that engage in horizontally-scalable Internet services are reliant on numerous...
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Optimizing Memory System Performance for Data Center Applications Via Parameter Value Prediction
June 12, 2009, 12:00am PDT
The current scenario with respect to data center applications is constantly evolving with applications being introduced and severs are regularly updated. Data centers require processor cycles of...
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Autonomic Mix-Aware Provisioning for Non-Stationary Data Center Workloads
January 26, 2010, 12:00am PST
With the constantly changing and regularly evolving applications that data centers have to deal with, the servers of these data centers are met with high workloads, which are often extremely...
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Dr. Multicast: Rx for Data Center Communication Scalability
April 16, 2010, 12:00am PDT
This paper discusses Dr. Multicast (MCMD), which is a system that eliminates data center disruptions by mapping IPMC operations. This refers, in particular, to IP Multicast (IPMC) in data centers...
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Cassandra - A Decentralized Structured Storage System
August 19, 2009, 12:00am PDT
This paper at large discusses the development, design process, the basic data model in detail and overview of the clients for Cassandra, which is a decentralized structured storage system. The...
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Understanding TCP Incast Throughput Collapse in Datacenter Networks
August 21, 2009, 12:00am PDT
Most business organizations make use of internet datacenters to support a multitude of application and services. A large number of business organizations make use of the Transmission Control...
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OpenLIDS: A Lightweight Intrusion Detection System for Wireless Mesh Networks
July 16, 2009, 12:00am PDT
Wireless Mesh Networks (WMNs) are cost-effective methods used to provide internet access with radio nodes participating in the transmitting traffic. Malware-infected computers can generate...
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On the Connection Between Functional Programming Languages and Real-Time Java Scoped Memory
September 26, 2007, 12:00am PDT
Applications which run on real-time basis require predictable memory-management performance, which includes the cost of storage allocation, de-allocation, and (for the relevant languages) the...
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Data Quality in Web Archiving
March 19, 2009, 12:00am PDT
Web archives preserve digital culture. They preserve the history of websites and have high long-term value for media and business analysts. Such archives are maintained by periodically researching...
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Fast PCA Computation in a DBMS With Aggregate UDFs and LAPACK
January 1, 2012, 12:00am PST
Efficient and scalable execution of numerical methods inside a DBMS is difficult as its architecture is not suited for intense numerical computations. The authors study computing Principal...
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Dynamic Optimization of Generalized SQL Queries With Horizontal Aggregations
May 24, 2012, 12:00am PDT
SQL presents limitations to return aggregations as tables with a horizontal layout. A user generally needs to write separate queries and data definition statements to combine transposition with...
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Integrating and Querying Source Code of Programs Working on a Database
May 20, 2012, 12:00am PDT
Programs and a database's schema contain complex data and control dependencies that make modifying the schema along with multiple portions of the source code difficult to change. In this paper,...
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One-Pass Data Mining Algorithms in a DBMS With UDFs
January 1, 2012, 12:00am PST
Data mining research is extensive, but most work has proposed efficient algorithms, data structures and optimizations that work outside a DBMS, mostly on flat files. In contrast, the authors...
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A Data Mining System Based on SQL Queries and UDFs for Relational Databases
January 1, 2012, 12:00am PST
Most research on data mining has proposed algorithms and optimizations that work on flat files, outside a DBMS, mainly due to the following reasons. It is easier to develop efficient algorithms in...
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Integrating and Querying Web Databases and Documents
September 5, 2011, 12:00am PDT
There exist many interrelated information sources on the Internet that can be categorized into structured (database) and semi-structured (documents). A key challenge is to integrate, query and...
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ONTOCUBE: Efficient Ontology Extraction Using OLAP Cubes
September 5, 2011, 12:00am PDT
Ontologies are knowledge conceptualizations of a particular domain and are commonly represented with hierarchies. While final ontologies appear deceivingly simple on paper, building ontologies...
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Interactive Exploration and Visualization of OLAP Cubes
January 1, 2012, 12:00am PST
An OLAP cube is typically explored with multiple aggregations selecting different subsets of cube dimensions to analyze trends or to discover unexpected results. Unfortunately, such analytic...
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Keyword Search Across Databases and Documents
April 27, 2011, 12:00am PDT
Given the continuous growth of databases and the abundance of diverse files in modern IT environments, there is a pressing need to integrate keyword search on heterogeneous information sources. A...
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Query Recommendation in Digital Libraries Using OLAP
April 27, 2011, 12:00am PDT
Query suggestion is well-known to enhance the user's search for relevant documents. In this paper, the authors propose a novel technique that emulates a human skill when searching or exploring...
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OLAP-Based Query Recommendation
April 18, 2011, 12:00am PDT
Query recommendation is an invaluable tool for enabling users to speed up their searches. In this paper, the authors present algorithms for generating query suggestions, assuming no previous...
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Repairing OLAP Queries in Databases With Referential Integrity Errors
April 20, 2011, 12:00am PDT
Many database applications and OLAP tools dynamically generate SQL queries involving join operators and aggregate functions and send these queries to a database server for execution. This...
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Relational Versus Non-Relational Database Systems for Data Warehousing
October 30, 2010, 12:00am PDT
Relational database systems have been the dominating technology to manage and analyze large data warehouses. Moreover, the ER model, the standard in database design, has a close relationship with...
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Comparing SQL and MapReduce to Compute Naive Bayes in a Single Table Scan
April 18, 2011, 12:00am PDT
Most data mining processing is currently performed on flat files outside the DBMS. The authors propose novel techniques to process such data mining computations inside the DBMS. They focus on the...
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Efficient Algorithms Based on Relational Queries to Mine Frequent Graphs
October 30, 2010, 12:00am PDT
Frequent sub-graph mining is an important problem in data mining with wide application in science. For instance, graphs can be used to represent structural relationships in problems related to...
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Fast PCA and Bayesian Variable Selection for Large Data Sets Based on SQL and UDFs
July 25, 2010, 12:00am PDT
Large amounts of data are stored in relational DBMSs. However, statistical analysis is frequently performed outside the DBMS using statistical tools, such as the well-known R package, leading to...
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Fast and Dynamic OLAP Exploration Using UDFs
April 13, 2011, 12:00am PDT
OLAP is a set of database exploratory techniques to efficiently retrieve multiple sets of aggregations from a large dataset. Generally, these techniques have either involved the use of an external...
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Efficient Computation of PCA With SVD in SQL
June 28, 2009, 12:00am PDT
PCA is one of the most common dimensionality reduction techniques with broad applications in data mining, statistics and signal processing. In this paper, the authors study how to leverage a DBMS...
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Consistency-Aware Evaluation of OLAP Queries in Replicated Data Warehouses
April 20, 2011, 12:00am PDT
OLAP tools for distributed data warehouses generally assume underlying replicated tables are up to date. Unfortunately, maintaining updated replicas is difficult due to the inherent tradeoff...
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Exploration and Visualization of OLAP Cubes With Statistical Tests
April 19, 2011, 12:00am PDT
In On-Line Analytical Processing (OLAP), users explore a database cube with roll-up and drill-down operations in order to find interesting results. Most approaches rely on simple aggregations and...
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DBDOC: Querying and Browsing Databases and Interrelated Documents
April 27, 2011, 12:00am PDT
Large collections of documents are commonly created around a database, where a typical database schema may contain hundreds of tables and thousands of columns. The authors developed a system based...
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Information Retrieval From Digital Libraries in SQL
April 15, 2011, 12:00am PDT
Information retrieval techniques have been traditionally exploited outside of relational database systems, due to storage overhead, the complexity of programming them inside the database system,...
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Estimating and Bounding Aggregations in Databases With Referential Integrity Errors
April 20, 2011, 12:00am PDT
Database integration builds on tables coming from multiple databases by creating a single view of all these data. Each database has different tables, columns with similar content across databases...
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Building Statistical Models and Scoring With UDFs
January 1, 2012, 12:00am PST
Multidimensional statistical models are generally computed outside a relational DBMS, exporting data sets. This paper explains how fundamental multidimensional statistical models are computed...
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Metadata Management for Federated Databases
January 1, 2012, 12:00am PST
A federated database consists of several loosely integrated databases, where each database may contain hundreds of tables and thousands of columns, interrelated by complex foreign key...
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Measuring Referential Integrity in Distributed Databases
January 1, 2012, 12:00am PST
Distributed relational databases are used by different organizations located at multiple sites that work together on common projects. In this paper, the authors focus on distributed relational...
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Consistent Aggregations in Databases With Referential Integrity Errors
January 1, 2012, 12:00am PST
A data warehouse integrates tables coming from multiple source databases, where each database has different tables, columns with similar content across databases and different referential...
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Vector and Matrix Operations Programmed With UDFs in a Relational DBMS
January 1, 2012, 12:00am PST
In general, a relational DBMS provides limited capabilities to perform multidimensional statistical analysis, which requires manipulating vectors and matrices. In this paper, the authors study how...
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Comparing Association Rules and Decision Trees for Disease Prediction
January 1, 2012, 12:00am PST
Association rules represent a promising technique to find hidden patterns in a medical data set. The main issue about mining association rules in a medical data set is the large number of rules...
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No One (Cluster) Size Fits All: Automatic Cluster Sizing for Data-Intensive Analytics
October 28, 2011, 12:00am PDT
Infrastructure-as-a-Service (IaaS) cloud platforms have brought two unprecedented changes to cluster provisioning practices. First, any (non-expert) user can provision a cluster of any size on the...
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Broadcast-Free Collection Protocol
November 9, 2012, 12:00am PST
Asynchronous low-power listening techniques reduce the energy footprint of radio communication by enforcing link layer duty cycling. At the same time, these techniques make broadcast traffic...
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JMB: Scaling Wireless Capacity With User Demands
August 17, 2012, 12:00am PDT
The authors present Joint Multi-user Beamforming (JMB), a system that enables independent Access Points (APs) to beamform their signals, and communicate with their clients on the same channel as...
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Efficient and Reliable Low-Power Backscatter Networks
August 17, 2012, 12:00am PDT
There is a long-standing vision of embedding backscatter nodes like RFIDs into everyday objects to build ultralow power ubiquitous networks. A major problem that has challenged this vision is that...
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Rate Adaptation for 802.11 Multiuser MIMO Networks
August 26, 2012, 12:00am PDT
In Multi-User MIMO (MU-MIMO) networks, the optimal bit rate of a user is highly dynamic and changes from one packet to the next. This breaks traditional bit rate adaptation algorithms, which rely...
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Faster GPS Via the Sparse Fourier Transform
August 26, 2012, 12:00am PDT
The Global Positioning System (GPS) is one of the most pervasive wireless technologies. It is incorporated in more than one billion Smartphones world-wide, and embedded in a wide variety of...
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Understanding Mobile Q&A Usage: An Exploratory Study
May 10, 2012, 12:00am PDT
Recently Questioning and Answering (Q&A) communities that facilitate knowledge sharing among people have been introduced to the mobile environments such as Naver Mobile Q&A and ChaCha. These...
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MicroCast: Cooperative Video Streaming on Smartphones
June 29, 2012, 12:00am PDT
Video streaming is one of the increasingly popular, as well as demanding, applications on Smartphones today. In this paper, the authors consider a group of Smartphone users, within proximity of...
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Auction-Based P2P VoD Streaming: Incentives and Optimal Scheduling
February 1, 2012, 12:00am PST
Real-world large-scale Peer-To-Peer (P2P) Video-on-Demand (VoD) streaming applications face more design challenges as compared to P2P live streaming, due to higher peer dynamics and less buffer...
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On the Design of Hybrid Peer-to-Peer Systems
June 6, 2008, 12:00am PDT
In this paper, the authors consider hybrid peer-to-peer systems where users form an unstructured peer-to-peer network with the purpose of assisting a server in the distribution of data. They...
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On the Strength of Weak Ties in Mobile Social Networks
March 31, 2009, 12:00am PDT
Weak ties, introduced in the seminal paper by Granovetter, refer to people's relationships with acquaintances outside their social circle (i.e., acquaintances with which they interact...
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YouProve: Authenticity and Fidelity in Mobile Sensing
November 4, 2011, 12:00am PDT
As more services have come to rely on sensor data such as audio and photos collected by mobile phone users, verifying the authenticity of this data has become critical for service correctness. At...
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Anonymization of Location Data Does Not Work: A Large-Scale Measurement Study
September 23, 2011, 12:00am PDT
The authors examine a very large-scale data set of more than 30 billion call records made by 25 million cell phone users across all 50 states of the US and attempt to determine to what extent...
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Distributed Rating Prediction in User Generated Content Streams
October 27, 2011, 12:00am PDT
Recommender systems predict user preferences based on a range of available information. For systems in which users generate streams of content (e.g., blogs or periodically-updated newsfeeds),...
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On the Stability and Optimality of Universal Swarms
July 11, 2011, 12:00am PDT
Recent work on BitTorrent swarms has demonstrated that a bandwidth bottleneck at the seed can lead to the underutilization of the aggregate swarm capacity. Bandwidth underutilization also occurs...
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CARE: Content Aware Redundancy Elimination for Challenged Networks
October 30, 2012, 12:00am PDT
This paper presents the design of a novel architecture called CARE (Content-Aware Redundancy Elimination) that enables maximizing the informational value that challenged networks offer their...
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Orchestrating Massively Distributed CDNs
December 13, 2012, 12:00am PST
The authors consider content delivery architecture based on geographically dispersed groups of "Last-mile" CDN servers, e.g., set-top boxes located within users' homes. These servers may belong to...
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McMAC: A Power Efficient, Short Preamble Multi-Channel Medium Access Control Protocol for Wireless Sensor Networks
March 23, 2012, 12:00am PDT
In this paper, the authors present McMAC, a lightweight, low power and multi-channel MAC protocol for duty cycled Wireless Sensor Networks (WSNs) based on the strobed preamble sampling technique...
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An Amulet for Trustworthy Wearable mHealth
February 29, 2012, 12:00am PST
Mobile technology has significant potential to help revolutionize personal wellness and the delivery of healthcare. Mobile phones, wearable sensors, and home-based tele-medicine devices can help...
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Interference Scripting: Protocol-Aware Interference Generation for Repeatable Wireless Testbed Experiments
August 26, 2012, 12:00am PDT
Despite its practical importance, interference can still be considered a "Black box" in wireless network experiments as it is difficult to generate in a controlled and repeatable manner. Current...
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Anatomy of a Large European IXP
August 17, 2012, 12:00am PDT
The largest IXPs carry on a daily basis traffic volumes in the petabyte range, similar to what some of the largest global ISPs reportedly handle. This little-known fact is due to a few hundreds of...
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Cellular Data Meet Vehicular Traffic Theory: Location Area Updates and Cell Transitions for Travel Time Estimation
September 8, 2012, 12:00am PDT
Road traffic can be monitored by means of static sensors and derived from floating car data, i.e., reports from a sub-set of vehicles. These approaches suffer from a number of technical and...
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Outsourcing the Routing Control Logic: Better Internet Routing Based on SDN Principles
October 30, 2012, 12:00am PDT
Inter-domain routing is based on a fully decentralized model, where multiple Autonomous Systems (AS) interact via the BGP protocol. Although BGP is the "Glue" of the Internet, it faces a lot of...
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On Flow Concurrency in the Internet and Its Implications for Capacity Sharing
December 10, 2012, 12:00am PST
Flow concurrency is the measure of the number of active flows at a given point in time at a given point in the network, and can be used as a complement to traffic volume to understand the dynamics...
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Optimal Deployment of Charging Stations for Electric Vehicular Networks
December 10, 2012, 12:00am PST
In a smart city environment, the authors look at a new, upcoming generation of vehicles running on electric power supplied by on-board batteries. Best recharging options include charging at home,...
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AFR: Automatic Multi-Stage Forensic Data Retrieval
December 10, 2012, 12:00am PST
The investigation of malware infections in enterprise networks is today a tedious task with a lot of manual intervention in order to find the scattered relevant bits and bytes from infected hosts....
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On the Feasibility of Distributed Link-Based Channel Assignment in Wireless Mesh Networks
November 4, 2011, 12:00am PDT
In this paper, the authors present an experimental evaluation of the Distributed Greedy Algorithm (DGA) for distributed channel assignment in wireless mesh networks. The algorithm has the...
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Modeling and Simulation of Joint Time-Frequency Properties of Spectrum Usage in Cognitive Radio
October 29, 2011, 12:00am PDT
The development of the Dynamic Spectrum Access/Cognitive Radio (DSA/CR) technology can significantly benefit from the availability of realistic models able to accurately capture and reproduce the...
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Advanced and Versatile Real-Time Emulation Platform for Heterogeneous Radio Access Systems
October 31, 2008, 12:00am PDT
This paper is aimed at showing the capabilities of the real-time testbed for all-IP beyond 3G heterogeneous wireless networks that has been developed in the framework of the European IST AROMA...
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Real-Time Evaluation of Radio Access Technology Selection Policies in Heterogeneous Wireless Systems: The AROMA Testbed Approach
October 31, 2008, 12:00am PDT
This paper presents and describes the real-time testbed for all-IP Beyond 3G heterogeneous wireless networks that has been developed in the framework of the European IST AROMA project. The main...
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Real-Time HSPA Emulator for End-to-Edge QoS Evaluation in All-IP Beyond 3G Heterogeneous Wireless Networks
March 3, 2008, 12:00am PST
This paper is aimed at presenting the real-time High Speed Packet Access (HSPA) emulator that has been developed in the framework of the AROMA project. Real-time emulators allow reproducing...
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Tahoe - The Least-Authority Filesystem
October 31, 2008, 12:00am PDT
Tahoe is a storage grid designed to provide secure, long-term storage, such as for backup applications. It consists of userspace processes running on commodity PC hardware and communicating with...
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Proofs of Retrievability with Public Verifiability and Constant Communication Cost in Cloud
December 13, 2012, 12:00am PST
For data storage outsourcing services, it is important to allow data owners to efficiently and securely verify that the storage sever stores their data correctly. To address this issue, several...
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Comparing Apples and Oranges? Trends in IVC Simulations
June 25, 2012, 12:00am PDT
Looking back at recent years in Inter-Vehicle Communication (IVC) research, tremendous improvements in precision and realism of simulation models concerning all its aspects can be observed. These...
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BotFinder: Finding Bots in Network Traffic Without Deep Packet Inspection
December 13, 2012, 12:00am PST
Bots are the root cause of many security problems on the Internet, as they send spam, steal information from infected machines, and perform distributed denial-of-service attacks. Many approaches...
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Coexist: Integrating Content Oriented Publish/Subscribe Systems With IP
October 30, 2012, 12:00am PDT
Content-Centric Networking (CCN) seeks to meet the content-centric needs of users. In this paper, the authors propose hybrid-COPSS, a hybrid content-centric architecture. They build on the...
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Efficiently Identifying Working Sets in Block I/O Streams
June 1, 2011, 12:00am PDT
Identifying groups of blocks that tend to be read or written together in a given environment is the first step towards powerful techniques for device failure isolation and power management. For...
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Understanding Data Survivability in Archival Storage Systems
June 6, 2012, 12:00am PDT
Preserving data for a long period of time in the face of faults, large and small, is crucial for designing reliable archival storage systems. However, the survivability of data is different from...
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MusicScore: Mobile Music Composition for Practice and Fun
November 2, 2012, 12:00am PDT
In this paper, the authors present their design of MusicScore, a professional grade application on the iOS platform for music composition and live performance tracking, used by composers and...
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Cloud-based Social Application Deployment using Local Processing and Global Distribution
December 13, 2012, 12:00am PST
Social applications represent a paradigm shift on how the Internet is to be used, and have already changed the way users work, live, and play. When it comes to deploying social applications, cloud...
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Scalable Locking and Recovery for Network File Systems
November 16, 2007, 12:00am PST
Petascale computing systems pose serious scalability challenges for any data storage system. Lustre is a scalable, secure, robust, highly-available cluster file system that has been successfully...
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