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1 - 8 of 8
reviews
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Resource characterisation of personal-scale sensing models on edge accelerators Antonini M., Vu T., Min C., Montanari A., Mathur A., Kawsar F. AIChallengeIoT 2019 (Proceedings of the First International Workshop onChallenges in Artificial Intelligence and Machine Learning for Internet of Things, New York, NY, Nov 10-13, 2019) 49-55, 2019. Type: Proceedings Edge computing is going through an exciting phase where several chip vendors are looking to infiltrate the ecosystem with accelerators. As compute requirements at the edge increase, choosing the right compute architecture coupled with a suitable a...
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Aug 18 2021 |
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Walling up backdoors in intrusion detection systems Bachl M., Hartl A., Fabini J., Zseby T. Big-DAMA 2019 (Proceedings of the 3rd ACM CoNEXT Workshop on Big DAta, Machine Learning and Artificial Intelligence for Data Communication Networks, Orlando, FL, Dec 9, 2019) 8-13, 2019. Type: Proceedings
Intrusion detection systems (IDSs) detect anomalies in a network. However, backdoors instated for profit, political gain, and/or other reasons can be hard to detect and may introduce security vulnerabilities....
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Feb 4 2021 |
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Automata processing in reconfigurable architectures: in-the-cloud deployment, cross-platform evaluation, and fast symbol-only reconfiguration Bo C., Dang V., Xie T., Wadden J., Stan M., Skadron K. ACM Transactions on Reconfigurable Technology and Systems 12(2): 1-25, 2019. Type: Article
In this new world of heterogeneous computing, automata processing has seen renewed interest with the advent of new workloads like machine learning, gene sequence matching, and other established disciplines like compiler design. This pa...
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Oct 18 2019 |
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EmerGence: a delay tolerant web application for disaster relief Paul U., Nekrasov M., Belding E. HotMobile 2019 (Proceedings of the 20th International Workshop on Mobile Computing Systems and Applications, Santa Cruz, CA, Feb 27-28, 2019) 167-167, 2019. Type: Proceedings
Providing communication services in disaster-affected areas is important. The authors introduce an app for such situations that runs on the back of networks powered by unmanned aircraft systems (drones). Such a system is designed to to...
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Jun 19 2019 |
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Fast miss ratio curve modeling for storage cache Hu X., Wang X., Zhou L., Luo Y., Wang Z., Ding C., Ye C. ACM Transactions on Storage 14(2): 1-34, 2018. Type: Article
Miss ratio curve (MRC) profiling techniques are widely used for memory, cache analysis, and design. As noted by the authors, uses include cache partitioning, page size selection, memory management, memory cache prediction, and so on. T...
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Dec 24 2018 |
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VIRTIO-USER: a new versatile channel for kernel-bypass networks Tan J., Liang C., Xie H., Xu Q., Hu J., Zhu H., Liu Y. KBNets 2017 (Proceedings of the Workshop on Kernel-Bypass Networks, Los Angeles, CA, Aug 21, 2017) 13-18, 2017. Type: Proceedings
VIRTIO-USER is a userspace-based channel to facilitate container applications to benefit from kernel-bypass technologies. The authors explain that container networking or operating system (OS) virtualization technologies have historica...
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Sep 19 2018 |
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6LB: scalable and application-aware load balancing with segment routing Townsley M., Tollet J., Clausen T., Pfister P., Desmouceaux Y. IEEE/ACM Transactions on Networking 26(2): 819-834, 2018. Type: Article
Most network load balancers do not take the application state into account when making a load balancing decision. They often need a centralized orchestrator to help monitor the overall system. In other environments, load balancer funct...
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Aug 21 2018 |
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Analytical methods for network congestion control Low S., Morgan & Claypool Publishers, San Rafael, CA, 2017. 214 pp. Type: Book (978-1-627057-33-2)
This is one of the most comprehensive books I have read recently, and it is a must-read for a serious network designer. This book uses a step-by-step approach to build a mathematical model to understand, design, and fix network congest...
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May 3 2018 |
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