{'fraction_non_alphanumeric': 0.016786570743405275, 'fraction_numerical': 0.0, 'mean_word_length': 5.958333333333333, 'pattern_counts': {'":': 0, '<': 0, '<?xml version=': 0, '>': 0, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
Efficient Resource Allocation and Interference Management for Streaming Multiflow Wireless Networks

When designing distributed wireless networks utilizing shared bandwidth, a critical issue is allocating spatial and temporal resources to streaming information flows. We focus on large networks of half-duplex terminals sharing common bandwidth, and study methods for allocating resources on a fine-grained temporal basis, with specific emphasis on managing the interactions between streams of packets from the different flows. This is an NP-Hard interference management problem at the core, which we address with a novel data structure and polynomial-time algorithm. We show that our low-complexity interference management techniques deliver substantial performance improvements, as measured in either throughput or flow reliability.