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Hypertasking: From Information Web to Computing Utility
Journal of Computer Science and Technology 2025, 40(3): 607-620
Published: 30 April 2025
Abstract Collect

John McCarthy proposed the vision of utility computing in 1961. Barbara Liskov proposed a related vision of abstraction-powered Internet Computer in 2009. This position paper outlines a distributed computing model towards realizing the McCarthy-Liskov vision. This “hypertasking” model aims at extending the “hypermedia” model of the World Wide Web into a model of World Wide Computing Utility, turning an information web into a computing web. The hypertasking model contains three abstractions, including global resource space, stored-computer architecture, and monadic hypermedia. A prototype architecture and experimental evidence are presented to support this perspective.

Perspective Issue
Information Superbahn: Towards a Planet-Scale, Low-Entropy and High-Goodput Computing Utility
Journal of Computer Science and Technology 2023, 38(1): 103-114
Published: 28 February 2023
Abstract Collect

In a 1961 lecture to celebrate MIT’s centennial, John McCarthy proposed the vision of utility computing, including three key concepts of pay-per-use service, large computer and private computer. Six decades have passed, but McCarthy’s computing utility vision has not yet been fully realized, despite advances in grid computing, services computing and cloud computing. This paper presents a perspective of computing utility called Information Superbahn, building on recent advances in cloud computing. This Information Superbahn perspective retains McCarthy’s vision as much as possible, while making essential modern requirements more explicit, in the new context of a networked world of billions of users, trillions of devices, and zettabytes of data. Computing utility offers pay-per-use computing services through a 1) planet-scale, 2) low-entropy and 3) high-goodput utility. The three salient characteristics of computing utility are elaborated. Initial evidence is provided to support this viewpoint.

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