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Chip multi-threaded (CMT) processors provide support for many simultaneous hardware threads of execution in various ways, including simultaneous multithreading (SMT) and chip multiprocessing (CMP). CMT processors are especially suited to server workloads, which generally have high levels of thread-level parallelism (TLP). In this paper, we describe the(More)
The performance of memory-bound commercial applicationssuch as databases is limited by increasing memory latencies. Inthis paper, we show that exploiting memory-level parallelism(MLP) is an effective approach for improving the performance ofthese applications and that microarchitecture has a profound impacton achievable MLP. Using the epoch model of MLP, we(More)
Data prefetching via helper threading has been extensively investigated on Simultaneous Multi- Threading (SMT) or Virtual Multi-Threading (VMT) architectures. Although reportedly large cache latency can be hidden by helper threads at runtime, most techniques rely on hardware support to reduce context switch overhead between the main thread and helper thread(More)
Cache miss characterization models such as the three Cs model are useful in developing schemes to reduce cache misses and their penalty. In this paper we propose the OPT model that uses cache simulation under optimal (OPT) replacement to obtain a finer and more accurate characterization of misses than the three Cs model. However, current methods for optimal(More)
ASIC, high-level synthesis The PICO-N system automatically synthesizes embedded nonprogrammable accelerators to be used as co-processors for functions expressed as loop nests in C. The output is synthesizable VHDL that defines the accelerator at the register transfer level (RTL). The system generates a synchronous array of customized VLIW (very-long(More)
Modulo scheduling is an eecient technique for exploiting instruction level parallelism in a variety of loops, resulting in high performance c ode but increased r egister requirements. We present a combined approach that schedules the loop operations for the highest steady state throughput and minimum register requirements. Our method determines optimal(More)
Automated design tools help to capture the benefits of customization in embedded system design while not exceeding design budgets. Such design tools must understand and exploit the hierarchical structure of design spaces, because systems of any significant complexity typically consist of components (subsystems). In order to reduce the design cost for such(More)
This paper studies the impact of off-chip store misses on processor performance for modern commercial applications. The performance impact of off-chip store misses is largely determined by the extent of their overlap with other off-chip cache misses. The epoch MLP model is used to explain and quantify how these overlaps are affected by various store(More)