- Subscribe to this page:
- RSS
- Email Alert
University Of California, San Diego (Calit2)
(107 results)-
White Papers
Threats and Challenges in Reconfigurable Hardware Security
May 20, 2008, 12:00am PDT
Computing systems designed using reconfigurable hardware is now used in many sensitive applications, where security is of utmost importance. Unfortunately, a strong notion of security is not...
Provided by University of California, San Diego
-
White Papers
Design of a Low-Cost, Underwater Acoustic Modem for Short-Range Sensor Networks
April 14, 2010, 12:00am PDT
A fundamental impediment to the use of dense underwater sensor networks is an inexpensive acoustic modem. Commercial underwater modems that do exist were designed for sparse, long range,...
Provided by University of California, San Diego
-
White Papers
A Web Middleware Architecture for Dynamic Customization of Web Content for Non-Traditional Clients
January 1, 2010, 12:00am PST
This paper presents a new Web middleware architecture that allows users to customize their view of the Web for optimal interaction and system operation when using non-traditional client machines...
Provided by University of California, San Diego
-
White Papers
GEONGrid Portal: Design and Implementations
November 3, 2006, 12:00am PST
The authors have developed the GEONGrid system for coordinating and managing naturally distributed computing, data, and cluster resources on the cyber infrastructure. At the present state, since...
Provided by University of California, San Diego
-
White Papers
Declarative Resource Naming for Macroprogramming Wireless Networks of Embedded Systems
October 4, 2006, 12:00am PDT
Programming Wireless Networks of Embedded Systems (WNES) is notoriously difficult and tedious. To simplify WNES programming, this paper proposes whole (i.e., Macroprogramming) instead of several...
Provided by University of California, San Diego
-
White Papers
Tolerating Multiple Failures in RAID Architectures With Optimal Storage and Uniform Declustering
January 1, 2010, 12:00am PST
This paper presents DATUM, a novel method for tolerating multiple disk failures in disk arrays. DATUM is the first known method that can mask any given number of failures, requires an optimal...
Provided by University of California, San Diego
-
White Papers
Serving Ocean Model Data on the Cloud
August 31, 2009, 12:00am PDT
The NOAA-led Integrated Ocean Observing System (IOOS) and the NSF-funded Ocean Observatories Initiative Cyberinfrastructure Project (00I-Cl) are collaborating on a prototype data delivery system...
Provided by University of California, San Diego
-
White Papers
Softspeak: Making VoIP Play Fair in Existing 802.11 Deployments
January 1, 2011, 12:00am PST
Voice over IP (VoIP) in 802.11 WIreless networks (WiFi) is an attractive alternative to cellular wireless telephony. Unfortunately, VoIP traffic is well known to make inefficient use of such...
Provided by University of California, San Diego
-
White Papers
Softspeak: Making VoIP Play Well in Existing 802.11 Deployments High Speed
February 27, 2009, 12:00am PST
Voice over IP (VoIP) in 802.11 wireless networks (WiFi) is an attractive alternative to cellular wireless telephony. Unfortunately, VoIP traffic is well known to make inefficient use of such...
Provided by University of California, San Diego
-
White Papers
Remote Control: Distributed Application Configuration, Management, and Visualization With Plush
September 5, 2007, 12:00am PDT
Support for distributed application management in large-scale networked environments remains in its early stages. Although a number of solutions exist for subtasks of application deployment,...
Provided by University of California, San Diego
-
White Papers
CAFE: A Framework for Cell Application Development
December 10, 2007, 12:00am PST
The IBM Cell processor is a heterogeneous multi-core architecture designed to demonstrate exceptional levels of performance improvement for compute-intensive applications. The streamlined design...
Provided by University of California, San Diego
-
White Papers
SleepServer: A Software-Only Approach for Reducing the Energy Consumption of PCs Within Enterprise Environments
May 10, 2010, 12:00am PDT
Desktop computers are an attractive focus for energy savings as they are both a substantial component of enterprise energy consumption and are frequently unused or otherwise idle. Indeed, past...
Provided by University of California, San Diego
-
White Papers
Improving Scalability and Fault Tolerance in an Application Management Infrastructure
June 3, 2008, 12:00am PDT
This paper explores the challenges associated with distributed application management in large-scale computing environments. In particular, the authors investigate several techniques for extending...
Provided by University of California, San Diego
-
White Papers
Patching Processor Design Errors
August 11, 2006, 12:00am PDT
Microprocessors can have design errors that escape the test and validation process. The cost to rectify these errors after shipping the processors can be very expensive as it may require replacing...
Provided by University of California, San Diego
-
White Papers
Models of Greedy Algorithms for Graph Problems
January 1, 2011, 12:00am PST
Borodin, Nielsen, and Rackoff gave a model of greedy-like algorithms for scheduling problems and extended their work to facility location and set cover problems. The authors generalize their...
Provided by University of California, San Diego
-
White Papers
Towards No-Cost Adaptive MPSoC Static Schedules Through Exploitation of Logical-to-Physical Core Mapping Latitude
September 15, 2009, 12:00am PDT
The computing engines of many current applications are powered by MPSoC platforms, which promise significant speedup but suffer from increased reliability problems as a result of ever growing...
Provided by University of California, San Diego
-
White Papers
Bonsai Trees, or How to Delegate a Lattice Basis
March 19, 2010, 12:00am PDT
The authors introduce a new lattice-based cryptographic structure called a bonsai tree, and use it to resolve some important open problems in the area. Applications of bonsai trees include: An...
Provided by University of California, San Diego
-
White Papers
Mapping Out a Path From Hardware Transactional Memory to Speculative Multithreading
January 1, 2011, 12:00am PST
This research demonstrates that coming support for hardware transactional memory can be leveraged to significantly reduce the cost of implementing true speculative multithreading. In particular,...
Provided by University of California, San Diego
-
White Papers
Processor Reliability Enhancement Through Compiler-Directed Register File Peak Temperature Reduction
April 8, 2009, 12:00am PDT
Each semiconductor technology generation brings one closer to the imminent processor architecture heat wall, with all its associated adverse effects on system performance and reliability....
Provided by University of California, San Diego
-
White Papers
Clustering With EM and K-Means
January 1, 2011, 12:00am PST
Two standard algorithms for data clustering are Expectation Maximization (EM) and K-means. The authors run these algorithms on various data sets to evaluate how well they work. For high...
Provided by University of California, San Diego
-
White Papers
Improving the Performance of Distributed Simulations of Wireless Sensor Networks
May 9, 2010, 12:00am PDT
Simulations are key to the design, implementation, and evaluation of Wireless Sensor Networks (WSNs) and their applications. To meet the demands for high simulation fidelity and speed, distributed...
Provided by University of California, San Diego
-
White Papers
Globally Optimal Affine and Metric Upgrades in Stratified Autocalibration
August 15, 2007, 12:00am PDT
The authors present a practical, stratified autocalibration algorithm with theoretical guarantees of global optimality. Given a projective reconstruction, the first stage of the algorithm upgrades...
Provided by University of California, San Diego
-
White Papers
Large-Scale Support Vector Machines: Algorithms and Theory
March 5, 2009, 12:00am PST
Support Vector Machines (SVMs) are a very popular method for binary classification. Traditional training algorithms for SVMs, such as chunking and SMO, scale superlinearly with the number of...
Provided by University of California, San Diego
-
White Papers
Online Algorithms to Minimize Resource Reallocations and Network Communication
January 1, 2011, 12:00am PST
In this paper, the authors consider two new online optimization problems (Each with several variants), present similar online algorithms for both, and show that one reduces to the other. Both...
Provided by University of California, San Diego
-
White Papers
TPN2: Using Positive-Only Learning to Deal With the Heterogeneity of Labeled and Unlabeled Data
August 12, 2006, 12:00am PDT
This paper introduces TPN2, the runner up method in both tasks of the ECML-PKDD Discovery Challenge 2006 on personalized spam filtering. TPN2 is a classifier training method that bootstraps...
Provided by University of California, San Diego
-
White Papers
A Lower Bound on the Size of Series-Parallel Graphs Dense in Long Paths
November 18, 2008, 12:00am PST
One way to quantify how dense a multidag is in long paths is to find the largest n,m such that whichever ¡Â n edges are removed, there is still a path from an original input to an original output...
Provided by University of California, San Diego
-
White Papers
Accelerating and Adapting Precomputation Threads for Efficient Prefetching
February 6, 2007, 12:00am PST
Speculative precomputation enables effective cache prefetching for even irregular memory access behavior, by using an alternate thread on a multithreaded or multi-core architecture. This paper...
Provided by University of California, San Diego
-
White Papers
Evaluating Algorithmic Design Paradigms
January 1, 2011, 12:00am PST
The authors present formal models for some of the known algorithmic design paradigms. Ideally, a formal model of a paradigm should: include all or nearly all of the known algorithms intuitively...
Provided by University of California, San Diego
-
White Papers
Accelerating Coupled Applications Through Register Level Communication Between Processing Elements
June 8, 2006, 12:00am PDT
Early SoCs have boosted parallelism exploitation for a limited number of embedded system applications that can be easily decomposed into multiple independent parts, thus enabling their facile...
Provided by University of California, San Diego
-
White Papers
Data-Triggered Threads: Eliminating Redundant Computation
December 17, 2010, 12:00am PST
This paper introduces the concept of data-triggered threads. Unlike threads in parallel programs in conventional programming models, these threads are initiated on a change to a memory location....
Provided by University of California, San Diego
-
White Papers
Enumerating Split-Pair Arrangements
June 17, 2007, 12:00am PDT
In robotic scheduling, a single robot arm moves identical product along through a predetermined sequence of machines labelled M1,M2,. ..,Mn,Mn+1. The first machine M1 is an unlimited supply of the...
Provided by University of California, San Diego
-
White Papers
Bridging the Parallelization Gap: Automating Parallelism Discovery and Planning
April 29, 2010, 12:00am PDT
Multicore processors have forced mainstream programmers to rethink the way they design software. Parallelism will be the avenue for performance gains in these multicore processors but will require...
Provided by University of California, San Diego
-
White Papers
The Power of Proofs-of-Possession: Securing Multiparty Signatures Against Rogue-Key Attacks
July 6, 2007, 12:00am PDT
Multiparty signature protocols need protection against rogue-key attacks, made possible whenever an adversary can choose its public key(s) arbitrarily. For many schemes, provable security has only...
Provided by University of California, San Diego
-
White Papers
Large Margin Classification in Infinite Neural Networks
March 26, 2010, 12:00am PDT
The authors introduce a new family of positive-definite kernels for large margin classification in Support Vector Machines (SVMs). These kernels mimic the computation in large neural networks with...
Provided by University of California, San Diego
-
White Papers
Steps Towards a Design Theory for Virtual Worlds
January 1, 2011, 12:00am PST
Virtual worlds, construed in a sense broad enough to include text - based systems, as well as video games, new media, augmented reality, and user interfaces of all kinds, are increasingly...
Provided by University of California, San Diego
-
White Papers
Generalized Compact Knapsacks, Cyclic Lattices, and Efficient One-Way Functions
January 22, 2008, 12:00am PST
The authors investigate the average-case complexity of a generalization of the compact knapsack problem to arbitrary rings: given m (random) ring elements a1,. .., am 2 R and a (Random) target...
Provided by University of California, San Diego
-
White Papers
Accurate Branch Prediction on Short Threads
September 24, 2007, 12:00am PDT
Multi-core processors, with low communication costs and high availability of execution cores, will increase the use of execution and compilation models that use short threads to expose...
Provided by University of California, San Diego
-
White Papers
An Iterative Improvement Procedure for Hierarchical Clustering
January 1, 2011, 12:00am PST
The authors describe a procedure which finds a hierarchical clustering by hill-climbing. The cost function they use is a hierarchical extension of the k-means cost; the local moves are tree...
Provided by University of California, San Diego
-
White Papers
CoupleVibe: Supporting Connectedness in Long Distance Couples With Location-Based Vibrotactile Cues
October 3, 2009, 12:00am PDT
Advances in mobile phone technology have greatly improved computed-mediated communication. However these communication methods still require intentional interaction. As a result, long distance...
Provided by University of California, San Diego
-
White Papers
Time-Optimal Paths for a Dubins Airplane
September 10, 2007, 12:00am PDT
The authors consider finding a time-optimal trajectory for an airplane from some starting point and orientation to some final point and orientation. The model extends the Dubins car to have...
Provided by University of California, San Diego
-
Software
California Traffic Report 3.3 (Mobile)
February 7, 2009, 12:00am PST
=====================================IMPORTANT: If you do not want personalized traffic reports, simply download the app and click on the "Guest" button when you start the app.If you want...
Provided by University Of California, San Diego (Calit2)
-
Software
California Traffic Report for iPad 1.1 (Mobile)
August 2, 2010, 12:00am PDT
=====================================IMPORTANT: If you do not want personalized traffic reports, simply download the app and click on the "Guest" button when you start the app.If you want...
Provided by University Of California, San Diego (Calit2)
-
White Papers
Error Characterization and Coding Schemes for Flash Memories
August 30, 2010, 12:00am PDT
In this work, the authors use an extensive empirical database of errors induced by write, read, and erase operations to develop a comprehensive understanding of the error behavior of flash...
Provided by University of California, San Diego
-
White Papers
EPET Web Service to PPS (Electronic Payroll Expense Transfer)
May 12, 2010, 12:00am PDT
A Payroll Expense Transfer (PET) occurs when payroll charges are moved from one accounting distribution to another after they have been recorded in the operating ledger. UC San Diego generates...
Provided by University of California, San Diego
-
White Papers
Carousel: Scalable Logging for Intrusion Prevention Systems
March 2, 2010, 12:00am PST
The authors address the problem of collecting unique items in a large stream of information in the context of Intrusion Prevention Systems (IPSs). IPSs detect attacks at gigabit speeds and must...
Provided by University of California, San Diego
-
White Papers
How to Design Computer Security Experiments
April 12, 2007, 12:00am PDT
Computer security is also a science. Its theory is based on mathematical constructions, analyses, and proofs. Its systems are built in accordance with the accepted practices of engineering. It...
Provided by University of California, San Diego
-
White Papers
Analysis of the SPV Secure Routing Protocol: Weaknesses and Lessons
January 1, 2011, 12:00am PST
The authors analyze a secure routing protocol, Secure Path Vector (SPV), proposed in SIGCOMM 2004. SPV aims to provide authenticity for route announcements in the Border Gateway Protocol (BGP)...
Provided by University of California, San Diego
-
White Papers
Slicing Spam With Occam's Razor
August 3, 2007, 12:00am PDT
To evade blacklisting, the vast majority of spam email is sent from exploited MTAs (i.e., Botnets) and with forged "From" addresses. In response, the anti-spam community has developed a number of...
Provided by University of California, San Diego
-
White Papers
Pitfalls for ISP-Friendly P2P Design
October 1, 2009, 12:00am PDT
Peer-to-peer file sharing applications have become enormously popular over the past few years, coming to represent a large fraction of wide-area Internet traffic. A side effect of this explosive...
Provided by University of California, San Diego
-
White Papers
Asset Allocation Under Multivariate Regime Switching
October 25, 2006, 12:00am PDT
This paper studies asset allocation decisions in the presence of regime switching in asset returns. The authors find evidence that four separate regimes - characterized as crash, slow growth, and...
Provided by University of California, San Diego
-
White Papers
Queries and Constraints: A Comprehensive Semantic Model for UML2
October 24, 2006, 12:00am PDT
UML and UML2 are the de facto industry standards for model based software development. To deliver the benefits promised by model based development, including sophisticated synthesis and validation...
Provided by University of California, San Diego
-
White Papers
Towards Tool Support for Service-Oriented Development of Embedded Automotive Systems
January 2, 2007, 12:00am PST
The development of embedded systems is a challenging task because of the distributed, reactive and real-time nature of such systems. Distribution of embedded components across buses and networks...
Provided by University of California, San Diego
-
White Papers
Composable Chat: Towards a SOA-Based Enterprise Chat System
March 29, 2008, 12:00am PDT
Enterprise Chat has emerged as one of the key tools for rapid communication, decision making, and situational awareness across a wide spectrum of application domains, ranging from Massively...
Provided by University of California, San Diego
-
White Papers
A Fault Tolerance Approach for Enterprise Applications
April 18, 2008, 12:00am PDT
Service Oriented Architectures (SOAs) have emerged as a preferred solution to tackle the complexity of large-scale, complex, distributed, and heterogeneous systems. Key to successful operation of...
Provided by University of California, San Diego
-
White Papers
Requirements for Service Composition in Ultra-Large Scale Software-Intensive Systems
January 24, 2010, 12:00am PST
Ultra-Large Scale Software-Intensive Systems (ULSSIS) are integrated networks of capabilities that serve large communities of stakeholders and have a broad spectrum of crosscutting concerns. The...
Provided by University of California, San Diego
-
White Papers
Low-Power Branch Target Buffer for Application-Specific Embedded Processors
January 1, 2011, 12:00am PST
In this paper the authors present a methodology for a low-power branch identification mechanism, which enables the design of extremely power efficient branch predictors for embedded processors....
Provided by University of California, San Diego
-
White Papers
State of the Union: Type Inference Via Craig Interpolation
January 4, 2007, 12:00am PST
The ad-hoc use of unions to encode disjoint sum types in C programs and the inability of C's type system to check the safe use of these unions is a long standing source of subtle bugs. The authors...
Provided by University of California, San Diego
-
White Papers
Streams and Funnels
January 1, 2011, 12:00am PST
Many applications, such as data-mining and network traffic monitoring, search vast amounts of data to uncover general trends. In many cases, the sheer volume of data to be examined can preclude...
Provided by University of California, San Diego
-
White Papers
A Systems Architecture for Ubiquitous Video
January 1, 2011, 12:00am PST
Realityflythrough is a telepresence/tele-reality system that works in the dynamic, uncalibrated environments typically associated with ubiquitous computing. By harnessing networked mobile video...
Provided by University of California, San Diego
-
White Papers
Behavior of VNC in High-Latency Environments and Techniques for Improvement
December 9, 2008, 12:00am PST
Thin-client computing offers many advantages over traditional PC computing including lower costs, ubiquitous access to resources, higher security, and easier maintenance. Unfortunately thin...
Provided by University of California, San Diego
-
White Papers
Rich Services: The Integration Piece of the SOA Puzzle
January 7, 2008, 12:00am PST
One of the key challenges to successful systems-of-systems integration using Web services technologies is how to address crosscutting architectural concerns such as policy management, governance,...
Provided by University of California, San Diego
-
White Papers
Engaging the Periphery for Visual Communication on Mobile Phones
January 6, 2010, 12:00am PST
While mobile phones have become ubiquitous instruments of communication and social interaction, they still require explicit interaction, placing high demands on attention. Engaging the periphery...
Provided by University of California, San Diego
-
White Papers
Applications of Projector Phones for Social Computing
March 30, 2010, 12:00am PDT
Mobile phones can help one stay connected with friends, family, and colleagues. Yet they can also sometimes isolate one from the physical world around one, drawing the attention into a relatively...
Provided by University of California, San Diego
-
White Papers
PORKINet: Proxy Network Integrator
March 20, 2008, 12:00am PDT
The authors present PORKINet, a scalable peer-to-peer network of web proxy servers integrated to allow transparent access to websites that restrict access based on source domain. This allows...
Provided by University of California, San Diego
-
White Papers
Assertion Verification Using Structural Invariants
January 1, 2011, 12:00am PST
The authors present a new assertion verification algorithm based on Structural Invariants (SI) computed by making a linear pass over the dominator tree of a program in SSA form. The 1-level SI at...
Provided by University of California, San Diego
-
White Papers
Salvaging Merkle-Damg°ard for Practical Applications
January 1, 2009, 12:00am PST
Many cryptographic applications of hash functions are analyzed in the random oracle model. Unfortunately, most concrete hash functions, including the SHA family, use the iterative (Strengthened)...
Provided by University of California, San Diego
-
White Papers
Efficient User-Guided Ballot Image Verification
June 24, 2010, 12:00am PDT
Optical scan voting systems are ubiquitous. Unfortunately, optical scan technology is vulnerable to failures that can result in miscounted votes and lost confidence. While manual counts may be...
Provided by University of California, San Diego
-
White Papers
Simulation Without the Artificial Abort: Simplified Proof and Improved Concrete Security for Waters' IBE Scheme
February 1, 2009, 12:00am PST
Waters' variant of the Boneh-Boyen IBE scheme is attractive because of its efficiency, applications, and security attributes, but suffers from a relatively complex proof with poor concrete...
Provided by University of California, San Diego
-
White Papers
The Geometry of Innocent Flesh on the Bone: Return-Into-Libc Without Function Calls (on the X86)
April 24, 2010, 12:00am PDT
The authors' present new techniques that allow a return-into-libc attack to be mounted on x86 executables that calls no functions at all. The attack combines a large number of short instruction...
Provided by University of California, San Diego
-
White Papers
Botnet Judo: Fighting Spam With Itself
January 2, 2010, 12:00am PST
The authors have traditionally viewed spam from the receiver's point of view: mail servers assaulted by a barrage of spam from which they must pick out a handful of legitimate messages. In this...
Provided by University of California, San Diego
-
White Papers
SUN: A Bayesian Framework for Saliency Using Natural Statistics
December 6, 2007, 12:00am PST
The authors propose a definition of saliency by considering what the visual system is trying to optimize when directing attention. The resulting model is a Bayesian framework from which bottom-up...
Provided by University of California, San Diego
-
White Papers
On-Line Ciphers and the Hash-CBC Constructions
May 1, 2007, 12:00am PDT
The authors initiate a study of on-line ciphers. These are ciphers that can take input plaintexts of large and varying lengths and will output the ith block of the cipher text after having...
Provided by University of California, San Diego
-
White Papers
Limitations on Transformations From Composite-Order to Prime-Order Groups: The Case of Round-Optimal Blind Signatures
September 20, 2010, 12:00am PDT
Beginning with the work of Groth and Sahai, there has been much interest in transforming pairing-based schemes in composite-order groups to equivalent ones in prime-order groups. A method for...
Provided by University of California, San Diego
-
White Papers
Finding the Bad in Good Code: Automated Return-Oriented Programming Exploit Discovery
March 11, 2009, 12:00am PDT
In this paper, the authors demonstrate that this attack is not limited to the x86 architecture, its original platform of introduction, and can be fully implemented on an architecture as completely...
Provided by University of California, San Diego
-
White Papers
Total Recall: System Support for Automated Availability Management
January 1, 2011, 12:00am PST
Availability is a storage system property that is both highly desired and yet minimally engineered. While many systems provide mechanisms to improve availability - such as redundancy and failure...
Provided by University of California, San Diego
-
White Papers
New Proofs for NMAC and HMAC: Security Without Collision-Resistance
June 1, 2006, 12:00am PDT
HMAC was proved in to be a PRF assuming that the underlying compression function is a PRF, and the iterated hash function is weakly collision-resistant. However, recent attacks show that...
Provided by University of California, San Diego
-
White Papers
Random Projection Trees for Vector Quantization
April 3, 2009, 12:00am PDT
A simple and computationally efficient scheme for tree-structured vector quantization is presented. Unlike previous methods, its quantization error depends only on the intrinsic dimension of the...
Provided by University of California, San Diego
-
White Papers
Data, Schema, Ontology and Logic Integration
January 1, 2011, 12:00am PST
This paper gives a general definition of a "Kind of schema" (Often called a "Meta - model" in the literature, but here called a "Species") along with general definitions for the schemas of a...
Provided by University of California, San Diego
-
White Papers
Moneta: A High-Performance Storage Array Architecture for Next-Generation, Non-Volatile Memories
September 16, 2010, 12:00am PDT
Emerging non-volatile memory technologies such as Phase Change Memory (PCM) promise to increase storage system performance by a wide margin relative to both conventional disks and flash-based...
Provided by University of California, San Diego
-
White Papers
Software Test Selection Patterns and Elusive Bugs
April 30, 2010, 12:00am PDT
Traditional white and black box testing methods are effective in revealing many kinds of defects, but the more elusive bugs slip past them. Model-based testing incorporates additional application...
Provided by University of California, San Diego
Keep Up with TechRepublic
Upcoming Webcasts
Upcoming webcasts from leading IT vendors
-
2012-05-24 at 11:00 am PT | 2:00 pm ET
Live Webcast: The 2012 Guide to Better Business Benefits from Data Analytics
Sponsored by Tableau Software
-
2012-06-05 at 11:00 am PT | 2:00 pm ET
Live Webcast: Getting to Microsoft Office 365: The right migration for your business
Sponsored by Microsoft
-
2012-06-12 at 9:00 am PT | 12:00 pm ET
Live Webcast: WebSphere DataPower for Mobile Application Security
Sponsored by IBM
Submit a Paper
Get your content listed in our directory!
Our directory is the largest library of vendor-supplied technical content on the Web. It’s also the first place IT decision makers turn to when researching technology solutions. Our members are already finding your competitors’ papers here - shouldn’t they find yours, too? It's FREE so click here and submit your white paper, case study, data sheet, research report, or other document today!



