Graph neural networks (GNN) are vital for analyzing real-world problems (e.g., network analysis, drug interaction, electronic design automation, e-commerce) that use graph models. However, efficient GNN acceleration faces with multiple challenges related to high and variable sparsity of input feature vectors, power-law degree distribution in the…

An outline is presented for a digital computer simulation model for an information network for the State of California. The methodology of simulation is discussed initially. The problems presented by the very large size of the system, in terms of materials, users, communication connections are depicted, and solutions are suggested which permit…

The Network Measurement System (NMS) represents the implementation of a new approach to the performance measurement and evaluation of computer network systems and services. By focusing on the service delivered to network customers at their terminals, rather than on the internal mechanics of network operation, measurements can be obtained which are…

Eight papers are presented from the 1994 CAUSE conference track on information technology architectures as applied to higher education institutions. The papers include: (1) "Reshaping the Enterprise: Building the Next Generation of Information Systems Through Information Architecture and Processing Reengineering," which notes…

Eight papers are presented from the 1994 CAUSE conference track on new information technology and its uses in higher education institutions. The papers include: (1) "New Tools for Multimedia Development: ScriptX" (Edwin J. Pinheiro); (2) "Providing a Campus-Wide Software Server, or How to Be All Things to All People!," focusing…

Papers on local area networks (LANs), modelling techniques, software improvement, capacity planning, software engineering, microcomputers and end user computing, cost accounting and chargeback, configuration and performance management, and benchmarking presented at this conference include: (1) "Theoretical Performance Analysis of Virtual…

Eight papers are presented from the 1994 CAUSE conference track on professional development for information professionals in higher education institutions. The papers include: (1) "New Opportunities in Training for Information Systems Professionals," which discusses staff training at Miami-Dade Community College (Florida) (Desiree…

This document presents the proceedings of a conference on new opportunities for partnerships within and among higher education institutions. Seven tracks, with seven to eight papers in each track, address the themes of: (1) partnering and partnerships in general; (2) customer-focused partnerships and collaboratives; (3) information as a strategic…

Eight papers are presented from the 1994 CAUSE conference track on information as a strategic resource in higher education institutions. The papers include: (1) "Development of an Electronic Information Policy Framework," focusing on developments at the University of North Carolina at Chapel Hill (William H. Graves and others); (2)…

Libraries should resist the temptation to relinquish to computing centers the burden of looking after the university's digital data record resources for a growing volume of intellectually important material will arrive at the university on digital data tapes. If the user must arrange for access to this material outside the library, he will be…

Seven papers are presented from the 1994 CAUSE conference track on networking and information sharing among higher education institutions. The papers include: (1) "Integrated Statewide Infrastructure of Learning Technologies," focusing on the University of Wisconsin System (Lee Alley); (2) "Designing and Implementing a Network…

Seven papers are presented from the 1994 CAUSE conference track on partnering within and among higher education institutions in regard to information resources and technology. The papers include: (1) "Having Your Cake and Eating It Too: A Recipe for a Collaborative CWIS in a Decentralized Environment," which discusses the development of…

Eight papers are presented from the 1994 CAUSE conference track on customer-centered partnering within and among higher education institutions in regard to information resources and technology. The papers include: (1) "Customer-Centered Collaboration: Libraries and IT," which focuses on the use of teams, total quality management, and…