SC22 Proceedings

The International Conference for High Performance Computing, Networking, Storage, and Analysis

Workshops Archive

Tierkreis: A Dataflow Framework for Hybrid Quantum-Classical Computing

Workshop: Third International Workshop on Quantum Computing Software

Authors: Seyon Sivarajah, Lukas Heidemann, and Alan Lawrence (Quantinuum) and Ross Duncan (Quantinuum; University of Strathclyde, Scotland)

Abstract: We present Tierkreis, a higher-order dataflow graph program representation and runtime designed for compositional, quantum-classical hybrid algorithms. The design of the system is motivated by the remote nature of quantum computers, the need for hybrid algorithms to involve cloud and distributed computing, and the long-running nature of these algorithms. The graph-based representation reflects how designers reason about and visualize algorithms, and allows automatic parallelism and asynchronicity. A strong, static type system and higher-order semantics allow for high expressivity and compositionality in the program. The flexible runtime protocol enables third-party developers to add functionality using any language or environment. With Tierkreis, quantum software developers can easily build, visualize, verify, test, and debug complex hybrid workflows, and immediately deploy them to the cloud or a custom distributed environment.

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