Search results
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Cognitive SSD: A Deep Learning Engine for In-Storage Data Retrieval
Shengwen Liang and Ying Wang, State Key Laboratory of Computer Architecture, Institute of Computing Technology, Chinese Academy of Sciences, Beijing; University of Chinese Academy of Sciences; Youyou Lu and Zhe Yang, Tsinghua University; Huawei Li and Xia ...admin - December 1, 2021 - 11:30 am
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SIMD-X: Programming and Processing of Graph Algorithms on GPUs
Hang Liu, University of Massachusetts Lowell; H. Howie Huang, George Washington University With high computation power and memory bandwidth, graphics processing units (GPUs) lend themselves to accelerate data-intensive analytics, especially when such appl ...admin - December 1, 2021 - 11:30 am
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E3: Energy-Efficient Microservices on SmartNIC-Accelerated Servers
Ming Liu, University of Washington; Simon Peter, The University of Texas at Austin; Arvind Krishnamurthy, University of Washington; Phitchaya Mangpo Phothilimthana, University of California, Berkeley We investigate the use of SmartNIC-accelerated servers ...admin - December 1, 2021 - 11:30 am
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Optimizing CNN Model Inference on CPUs
inference pipeline as a whole. This paper presents NeoCPU, a comprehensive approach of CNN model inference ...admin - December 1, 2021 - 12:30 pm
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NeuGraph: Parallel Deep Neural Network Computation on Large Graphs
Lingxiao Ma and Zhi Yang, Peking University; Youshan Miao, Jilong Xue, Ming Wu, and Lidong Zhou, Microsoft Research; Yafei Dai, Peking University Recent deep learning models have moved beyond low dimensional regular grids such as image, video, and speech, ...admin - December 1, 2021 - 12:30 pm
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SOPHIA: Online Reconfiguration of Clustered NoSQL Databases for Time-Varying Workloads
Ashraf Mahgoub, Purdue University; Paul Wood, Johns Hopkins University; Alexander Medoff, Purdue University; Subrata Mitra, Adobe Research; Folker Meyer, Argonne National Lab; Somali Chaterji and Saurabh Bagchi, Purdue University Reconfiguring NoSQL datab ...admin - December 1, 2021 - 12:30 pm
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PARTISAN: Scaling the Distributed Actor Runtime
Christopher S. Meiklejohn and Heather Miller, Carnegie Mellon University; Peter Alvaro, UC Santa Cruz We present the design of an alternative runtime system for improved scalability and reduced latency in actor applications called PARTISAN. PARTISAN provi ...admin - December 1, 2021 - 12:30 pm
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Supporting Security Sensitive Tenants in a Bare-Metal Cloud
Amin Mosayyebzadeh, Boston University; Apoorve Mohan, Northeastern University; Sahil Tikale, Boston University; Mania Abdi, Northeastern University; Nabil Schear, MIT Lincoln Laboratory; Trammell Hudson, Two Sigma; Charles Munson, MIT Lincoln Laboratory; ...admin - December 1, 2021 - 12:30 pm
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LXDs: Towards Isolation of Kernel Subsystems
Vikram Narayanan, University of California, Irvine; Abhiram Balasubramanian, Charlie Jacobsen, Sarah Spall, Scott Bauer, and Michael Quigley, University of Utah; Aftab Hussain, Abdullah Younis, Junjie Shen, Moinak Bhattacharyya, and Anton Burtsev, Univers ...admin - December 1, 2021 - 12:30 pm
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CoSMIX: A Compiler-based System for Secure Memory Instrumentation and Execution in Enclaves
Meni Orenbach, Technion; Yan Michalevsky, Anjuna Security; Christof Fetzer, TU Dresden; Mark Silberstein, Technion Hardware secure enclaves are increasingly used to run complex applications. Unfortunately, existing and emerging enclave architectures do no ...admin - December 1, 2021 - 12:30 pm
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IASO: A Fail-Slow Detection and Mitigation Framework for Distributed Storage Services
paper, we have also assembled a large dataset of 232 fail-slow incidents along with our analysis. We ...admin - December 1, 2021 - 12:30 pm
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Zanzibar: Google’s Consistent, Global Authorization System
authorized to access digital objects is central to preserving privacy. This paper presents the design, ...admin - May 3, 2022 - 3:16 pm
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StreamBox-TZ: Secure Stream Analytics at the Edge with TrustZone
Heejin Park and Shuang Zhai, Purdue ECE; Long Lu, Northeastern University; Felix Xiaozhu Lin, Purdue ECE While it is compelling to process large streams of IoT data on the cloud edge, doing so exposes the data to a sophisticated, vulnerable software stack ...admin - December 1, 2021 - 12:30 pm
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libmpk: Software Abstraction for Intel Memory Protection Keys (Intel MPK)
protection keys; and (3) incompatible with mprotect()’s process-based permission model. In this paper, we ...admin - December 1, 2021 - 1:30 pm
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INSIDER: Designing In-Storage Computing System for Emerging High-Performance Drive
Zhenyuan Ruan, Tong He, and Jason Cong, UCLA We present INSIDER, a full-stack redesigned storage system to help users fully utilize the performance of emerging storage drives with moderate programming efforts. On the hardware side, INSIDER introduces an F ...admin - December 1, 2021 - 1:30 pm
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Transactuations: Where Transactions Meet the Physical World
A. Stuardo, University of Chicago Awarded Best Paper! A large class of IoT applications read sensors, ... properties that are absent in an IoT context. In this paper, we study one such environment, smart home, and ...admin - December 1, 2021 - 1:30 pm
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Unleashing the Power of Learning: An Enhanced Learning-Based Approach for Dynamic Binary Translation
rules. But, they still suffer from some shortcomings. In this paper, we first give an in-depth analysis ...admin - December 1, 2021 - 1:30 pm
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A Retargetable System-Level DBT Hypervisor
Tom Spink, Harry Wagstaff, and Björn Franke, University of Edinburgh Awarded Best Paper ... high. In this paper we develop a novel, retargetable DBT hypervisor, which includes guest specific ...admin - December 1, 2021 - 1:30 pm
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Unification of Temporary Storage in the NodeKernel Architecture
Patrick Stuedi, IBM Research; Animesh Trivedi, Vrije Universiteit; Jonas Pfefferle, IBM Research; Ana Klimovic, Stanford University; Adrian Schuepbach and Bernard Metzler, IBM Research Efficiently exchanging temporary data between tasks is critical to the ...admin - December 1, 2021 - 1:30 pm
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Mitigating Asymmetric Read and Write Costs in Cuckoo Hashing for Storage Systems
Yuanyuan Sun, Yu Hua, Zhangyu Chen, and Yuncheng Guo, Huazhong University of Science and Technology In storage systems, cuckoo hash tables have been widely used to support fast query services. For a read, the cuckoo hashing delivers real-time access with ...admin - December 1, 2021 - 1:30 pm
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Who's Afraid of Uncorrectable Bit Errors? Online Recovery of Flash Errors with Distributed Redundancy
uncorrectable bit errors. In this paper, we propose addressing the flash lifetime problem by allowing devices to ...admin - December 1, 2021 - 1:30 pm
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MTS: Bringing Multi-Tenancy to Virtual Networking
the network. This paper is motivated by the observation that while multi-tenancy is widely used in ...admin - December 1, 2021 - 1:30 pm
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LUMOS: Dependency-Driven Disk-based Graph Processing
challenging. In this paper we develop a generic dependency-driven out-of-core graph processing technique, ...admin - December 1, 2021 - 1:30 pm
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QZFS: QAT Accelerated Compression in File System for Application Agnostic and Cost Efficient Data Storage
(de)compression operations for application workloads. This paper investigates ASIC-accelerated compression in file ...admin - December 1, 2021 - 2:30 pm
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Dayu: Fast and Low-interference Data Recovery in Very-large Storage Systems
Yang, Tsinghua University; Jiaji Zhu, Alibaba Cloud This paper investigates I/O and failure traces from ... re-replicating strategy in a short time. To address this problem, this paper proposes Dayu, a timeslot based ...admin - December 1, 2021 - 2:30 pm