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EasyBalance is proposed, a cross-layer load balancing strategy that requires no modifications to the expert-device mapping, enabling instant adaptability and incurring essentially no additional overhead.
RVANNS is presented, an RVV-oriented ANNS engine that jointly optimizes vector representation and graph locality and achieves 3.39x and 4.94x speedups over scalar execution on real 128-bit and 256-bit RVV processors, respectively.
LTMiner, which mines rare patterns from large-scale projects and detects potential bugs by checking for violations of these patterns, effectively curbs pattern explosion and false positives, uncovering previously unknown bugs in large-scale projects at an acceptable cost.
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