Abstract. Co-array Fortran (CAF) is an emerging model for scalable, global address space parallel programming that consists of a small set of extensions to the Fortran 90 programming language. Compared to MPI, the widely-used messagepassing programming model, CAF's global address space programming model simplifies the development of single-program-multiple-data parallel programs by shifting the burden for choreographing and optimizing communication from developers to compilers. This paper describes an open-source, portable, and retargetable CAF compiler under development at Rice University that is well-suited for today's high-performance clusters. Our compiler translates CAF into Fortran 90 plus calls to one-sided communication primitives. Preliminary experiments comparing CAF and MPI versions of several of the NAS parallel benchmarks on an Itanium 2 cluster with a Myrinet 2000 interconnect show that our CAF compiler delivers performance that is roughly equal to or, in many cases, better than that of programs parallelized using MPI, even though support for global optimization of communication has not yet been implemented in our compiler.

This paper presents a novel software pipelining approach, which is called Swing Modulo Scheduling (SMS). It generates schedules that are near optimal in terms of initiation interval, register requirements, and stage count. Swing Modulo Scheduling is a heuristic approach that has a low computational cost. This paper first describes the technique and evaluates it for the Perfect Club benchmark suite on a generic VLIW architecture. SMS is compared with other heuristic methods, showing that it outperforms them in terms of the quality of the obtained schedules and compilation time. To further explore the effectiveness of SMS, the experience of incorporating it into a production quality compiler for the Equator MAP1000 processor is described; implementation issues are discussed, as well as modifications and improvements to the original algorithm. Finally, experimental results from using a set of industrial multimedia applications are presentedPeer ReviewedPostprint (published version

This work proposes and evaluates improvements to previously known algorithms for redundancy elimination.Enhanced Scalar Replacement combines two classic techniques, scalar replacement and hash-based value numbering. The former detects redundant array references within and across loop iterations, while the latter detects a large class of redundancies, but only within a single loop iteration. By integrating the two techniques, ESR detects and eliminates a wider range of expression redundancies across loop iterations.We also extend hash-based value numbering to perform reassociation. Classic redundancy elimination techniques operate on an intermediate representation of the program in which operand association and order is of fixed shape. This rigidity in code shape may sometimes obscure redundancies. Our optimizer attempts to shape the code by changing associativity, exposing more redundancies. Opportunities for ESR, in particular, are increased with reassociation.

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Abstract. Techniques for global register allocation via graph coloring have been extensively studied and widely implemented in compiler frameworks. This paper examines a particular variant -the Callahan Koblenz allocator -and compares it to the Chaitin-Briggs graph coloring register allocator. Both algorithms were published in the 1990's, yet the academic literature does not contain an assessment of the Callahan-Koblenz allocator. This paper evaluates and contrasts the allocation decisions made by both algorithms. In particular, we focus on two key differences between the allocators: Spill code: The Callahan-Koblenz allocator attempts to minimize the effect of spill code by using program structure to guide allocation and spill code placement. We evaluate the impact of this strategy on allocated code. Copy elimination: Effective register-to-register copy removal is important for producing good code. The allocators use different techniques to eliminate these copies. We compare the mechanisms and provide insights into the relative performance of the contrasting techniques. The Callahan-Koblenz allocator may potentially insert extra branches as part of the allocation process. We also measure the performance overhead due to these branches.