Kilo TM: Hardware Transactional Memory for GPU Architectures von Fung, W. W. L., Singh, I., Brownsword, A., Aamodt, T.

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Delta Tensor: Efficient Vector and Tensor Storage in Delta Lake von Bao, Zhiwei, Liao-Liao, Liu, Wu, Zhiyu, Zhou, Yifan, Fan, Dan, Aibin, Michal, Coady, Yvonne, Brownsword, Andrew

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Semi-supervised framework for purpose-oriented anomaly detection von Schmidt, Felix, Allahdadian, Saeid, Vasic, Milos, Brownsword, Andrew, Casserini, Matteo

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Enhanced processing of user profiles using data structures specialized for graphical processing units (GPUs) von Steele, Jr., Guy Lewis, Rager, David Lawrence, Brownsword, Andrew Edward

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SEMI-SUPERVISED FRAMEWORK FOR PURPOSE-ORIENTED ANOMALY DETECTION von VASIC, Milos, ALLAHDADIAN, Saeid, SCHMIDT, Felix, CASSERINI, Matteo, BROWNSWORD, Andrew

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SEMI-SUPERVISED FRAMEWORK FOR PURPOSE-ORIENTED ANOMALY DETECTION von Schmidt, Felix, Allahdadian, Saeid, Vasic, Milos, Brownsword, Andrew, Casserini, Matteo

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BALANCING FEATURE DISTRIBUTIONS USING AN IMPORTANCE FACTOR von CASSERINI, MATTEO, BROWNSWORD, ANDREW, SCHMIDT, FELIX, ALLAHDADIAN, SAEID

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Sparse ensembling of unsupervised models von Schmidt, Felix, Agarwal, Nipun, Suzani, Amin, Allahdadian, Saeid, Vasic, Milos, Brownsword, Andrew, Casserini, Matteo

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Out of band server utilization estimation and server workload characterization for datacenter resource optimization and forecasting von Schmidt, Felix, Schelp, Craig, Agarwal, Nipun, Brownsword, Andrew, Kocberber, Onur

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ENHANCED PROCESSING OF USER PROFILES USING DATA STRUCTURES SPECIALIZED FOR GRAPHICAL PROCESSING UNITS (GPUs) von Rager, David Lawrence, Steele, JR., Guy Lewis, Brownsword, Andrew Edward

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Parsing of unstructured log data into structured data and creation of schema von Brownsword, Andrew, Peinador, Juan Fernandez, Gomez, Manel Fernandez, Reddekopp, Rod

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Enhanced processing of user profiles using data structures specialized for graphical processing units (GPUs) von Steele, Jr., Guy Lewis, Rager, David Lawrence, Brownsword, Andrew Edward

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Multi-stage feature extraction for effective ML-based anomaly detection on structured log data von Schmidt, Felix, Agarwal, Nipun, Suzani, Amin, Allahdadian, Saeid, Vasic, Milos, Brownsword, Andrew, Ahmadi, Hamed, Casserini, Matteo

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Delta Tensor: Efficient Vector and Tensor Storage in Delta Lake von Bao, Zhiwei, Liao-Liao, Liu, Wu, Zhiyu, Zhou, Yifan, Fan, Dan, Aibin, Michal, Coady, Yvonne, Brownsword, Andrew

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Searching for Concurrent Design Patterns in Video Games von Best, Micah J., Fedorova, Alexandra, Dickie, Ryan, Tagliasacchi, Andrea, Couture-Beil, Alex, Mustard, Craig, Mottishaw, Shane, Brown, Aron, Huang, Zhi Feng, Xu, Xiaoyuan, Ghazali, Nasser, Brownsword, Andrew

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SPARSE ENSEMBLING OF UNSUPERVISED MODELS von CASSERINI, MATTEO, SUZANI, AMIN, BROWNSWORD, ANDREW, AGARWAL, NIPUN, SCHMIDT, FELIX, ALLAHDADIAN, SAEID, VASIC, MILOS

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ENHANCED PROCESSING OF USER PROFILES USING DATA STRUCTURES SPECIALIZED FOR GRAPHICAL PROCESSING UNITS (GPUs) von Rager, David Lawrence, Steele, JR., Guy Lewis, Brownsword, Andrew Edward

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Malicious activity detection by cross-trace analysis and deep learning von Zhou, Guang-Tong, Schelp, Craig, Schmidt, Felix, Brownsword, Andrew, Wray, Stuart, Hajimirsadeghi, Hossein, Reddekopp, Rod

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MULTI-STAGE FEATURE EXTRACTION FOR EFFECTIVE ML-BASED ANOMALY DETECTION ON STRUCTURED LOG DATA von CASSERINI, MATTEO, SUZANI, AMIN, BROWNSWORD, ANDREW, AGARWAL, NIPUN, SCHMIDT, FELIX, AHMADI, HAMED, ALLAHDADIAN, SAEID, VASIC, MILOS

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AUTOMATICALLY CHANGE ANOMALY DETECTION THRESHOLD BASED ON PROBABILISTIC DISTRIBUTION OF ANOMALY SCORES von Schmidt, Felix, Agarwal, Nipun, Suzani, Amin, Allahdadian, Saeid, Vasic, Milos, Brownsword, Andrew, Ahmadi, Hamed, Casserini, Matteo

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