Conference Model-Based Analysis of Microservice Resiliency Patterns 2020 • IEEE 17TH INTERNATIONAL CONFERENCE ON SOFTWARE ARCHITECTURE (ICSA 2020) • 114-124 Mendonca NC, Aderaldo CM, Camara J, Garlan D
Conference Reasoning about When to Provide Explanation for Human-involved Self-Adaptive Systems 2020 • 2020 IEEE INTERNATIONAL CONFERENCE ON AUTONOMIC COMPUTING AND SELF-ORGANIZING SYSTEMS (ACSOS 2020) • 195-204 Li N, Camara J, Garlan D, Schmerl B
Journal Article Myths and mythconceptions: what does it mean to be a programming language, anyhow? 2020 • Proceedings of the ACM on Programming Languages • 4(HOPL):1-44 Shaw M
Conference Fast Software Cache Design for Network Appliances 2020 • PROCEEDINGS OF THE 2020 USENIX ANNUAL TECHNICAL CONFERENCE • 657-671 Zhou D, Yu H, Kaminsky M, Andersen DG
Conference Open cirrus<sup>TM</sup> cloud computing testbed: Federated data centers for open source systems and services research 2020 • Workshop on Hot Topics in Cloud Computing, HotCloud 2009 Campbell R, Gupta I, Heath M, Ko SY, Kozuch M, Kunze M, Kwan T, Lai K, Lee HY, Lyons M, Milojicic D, O'Hallaron D, Soh YC
Journal Article End-to-End Continual Rare-Class Recognition with Emerging Novel Subclasses 2020 • ACM Transactions on Knowledge Discovery from Data • 14(5): Hung N, Wang X, Akoglu L
Conference OSPREY: A mmWave Approach to Tire Wear Sensing 2020 • GetMobile • 24(4):28-32 Prabhakara A, Singh V, Kumar S, Rowe AG
Conference Non-adaptive Adaptive Sampling on Turnstile Streams 2020 • Annual ACM Symposium on Theory of Computing • 1251-1264 Mahabadi S, Razenshteyn I, Woodruff DP, Zhou S
Conference Vector-matrix-vector queries for solving linear algebra, statistics, and graph problems 2020 • Leibniz International Proceedings in Informatics • 176: Rashtchian C, Woodruff DP, Zhu H
Conference WOR and p’s: Sketches for lp-sampling without replacement 2020 • Advances in Neural Information Processing Systems • 2020-December: Cohen E, Pagh R, Woodruff DP
Conference Pseudo-deterministic streaming 2020 • Leibniz International Proceedings in Informatics • 151: Goldwasser S, Grossman O, Mohanty S, Woodruff DP
Conference Distributed dynamic channel selection in chaotic wireless networks 2020 • Ew 2007 13th European Wireless Conference Enabling Technologies for Wireless Multimedia Communications Ihmig M, Steenkiste P
Conference Automatic Differentiation of Sketched Regression 2020 • Proceedings of Machine Learning Research • 108:4367-4376 Liao H, Pearlmutter BA, Potluru VK, Woodruff DP
Conference High Throughput Cryptocurrency Routing in Payment Channel Networks 2020 • PROCEEDINGS OF THE 17TH USENIX SYMPOSIUM ON NETWORKED SYSTEMS DESIGN AND IMPLEMENTATION • 777-796 Sivaraman V, Venkatakrishnan SB, Ruan K, Negi P, Yang L, Mittal R, Fanti G, Alizadeh M
Conference Caching with Delayed Hits 2020 • SIGCOMM '20: PROCEEDINGS OF THE 2020 ANNUAL CONFERENCE OF THE ACM SPECIAL INTEREST GROUP ON DATA COMMUNICATION ON THE APPLICATIONS, TECHNOLOGIES, ARCHITECTURES, AND PROTOCOLS FOR COMPUTER COMMUNICATION • 495-513 Atre N, Sherry J, Wang W, Berger DS
Journal Article The Case for Custom Storage Backends in Distributed Storage Systems 2020 • ACM Transactions on Storage • 16(2): Aghayev A, Weil S, Kuchnik M, Nelson M, Ganger GR, Amvrosiadis G
Conference More IOPS for less: Exploiting burstable storage in public clouds 2020 • Hotcloud 2020 12th Usenix Workshop on Hot Topics in Cloud Computing Co Located with Usenix Atc 2020 Park H, Ganger GR, Amvrosiadis G
Journal Article Simulating Strong Practical Proof Systems with Extended Resolution 2020 • Journal of Automated Reasoning • 64(7):1247-1267 Kiesl B, Rebola-Pardo A, Heule MJH, Biere A
Conference Sparse PCA: Algorithms, Adversarial Perturbations and Certificates 2020 • Annual Symposium on Foundations of Computer Science • 553-564 D'Orsi T, Kothari PK, Novikov G, Steurer D
Preprint Optimal Resource Allocation for Elastic and Inelastic Jobs 2020 Berg B, Harchol-Balter M, Moseley B, Wang W, Whitehouse J
Preprint DiffusionNet: Discretization Agnostic Learning on Surfaces 2020 Sharp N, Attaiki S, Crane K, Ovsjanikov M
Preprint Fast Geometric Projections for Local Robustness Certification 2020 Fromherz A, Leino K, Fredrikson M, Parno B, Păsăreanu C
Conference Degree Distribution for Duplication-Divergence Graphs: Large Deviations 2020 • Lecture Notes in Computer Science • 12301:226-237 Frieze A, Turowski K, Szpankowski W
Preprint Polynomial-Time Computation of Optimal Correlated Equilibria in Two-Player Extensive-Form Games with Public Chance Moves and Beyond 2020 Farina G, Sandholm T
Journal Article Neutralizing self-selection bias in sampling for sortition 2020 • Advances in Neural Information Processing Systems • 2020-December: Flanigan B, Gölz P, Gupta A, Procaccia AD
Preprint Beyond Homophily in Graph Neural Networks: Current Limitations and Effective Designs 2020 Zhu J, Yan Y, Zhao L, Heimann M, Akoglu L, Koutra D
Preprint How to reduce dimension with PCA and random projections? 2020 Yang F, Liu S, Dobriban E, Woodruff DP
Preprint Design Choices for Central Bank Digital Currency: Policy and Technical Considerations 2020 Allen S, Capkun S, Eyal I, Fanti G, Ford B, Grimmelmann J, Juels A, Kostiainen K, Meiklejohn S, Miller A, Prasad ES, Wüst K, Zhang F
Conference Using Productive Collaboration Bursts to Analyze Open Source Collaboration Effectiveness 2020 • PROCEEDINGS OF THE 2020 IEEE 27TH INTERNATIONAL CONFERENCE ON SOFTWARE ANALYSIS, EVOLUTION, AND REENGINEERING (SANER '20) • 400-410 Choudhary S, Bogart C, Rose C, Herbsleb J
Conference EC 2020 Foreword 2020 • EC 2020 Proceedings of the 21st ACM Conference on Economics and Computation • iii-v Ostrovsky M, Procaccia A, Biro P, Jason H
Preprint Learnable and Instance-Robust Predictions for Online Matching, Flows and Load Balancing 2020 Lavastida T, Moseley B, Ravi R, Xu C
Conference Privacy-sensitive VM retrospection 2020 • 3rd USENIX Workshop on Hot Topics in Cloud Computing, HotCloud 2011 Richter W, Ammons G, Harkes J, Goode A, Bila N, de Lara E, Bala V, Satyanarayanan M
Conference TEA: Enabling State-Intensive Network Functions on Programmable Switches 2020 • SIGCOMM '20: PROCEEDINGS OF THE 2020 ANNUAL CONFERENCE OF THE ACM SPECIAL INTEREST GROUP ON DATA COMMUNICATION ON THE APPLICATIONS, TECHNOLOGIES, ARCHITECTURES, AND PROTOCOLS FOR COMPUTER COMMUNICATION • 90-106 Kim D, Liu Z, Zhu Y, Kim C, Lee J, Sekar V, Seshan S
Preprint Optimal $\ell_1$ Column Subset Selection and a Fast PTAS for Low Rank Approximation 2020 Mahankali AV, Woodruff DP
Journal Article Geometry-Aware Gradient Algorithms for Neural Architecture Search 2020 Li L, Khodak M, Balcan M-F, Talwalkar A
Journal Article Coding Against Deletions in Oblivious and Online Models 2020 • IEEE Transactions on Information Theory • 66(4):2352-2374 Guruswami V, Li R
Conference Cloud Computing Curriculum: Developing Exemplar Modules for General Course Inclusion 2020 • Annual Conference on Innovation and Technology in Computer Science Education, ITiCSE • 151-172 Adams J, Hainey B, White L, Foster D, Hall N, Hills M, Hooshangi S, Kuber K, Nazir S, Sakr M, Stott L, Taglienti C
Conference Automated Management of Collections of Autonomic Systems 2020 • 2020 IEEE INTERNATIONAL CONFERENCE ON AUTONOMIC COMPUTING AND SELF-ORGANIZING SYSTEMS (ACSOS 2020) • 82-91 Glazier TJ, Garlan D, Schmerl B
Journal Article Certified robustness to label-flipping attacks via randomized smoothing 2020 • 37th International Conference on Machine Learning, ICML 2020 • PartF168147-11:8200-8211 Rosenfeld E, Winston E, Ravikumar P, Kolter JZ
Conference Beyond homophily in graph neural networks: Current limitations and effective designs 2020 • Advances in Neural Information Processing Systems • 2020-December: Zhu J, Yan Y, Zhao L, Heimann M, Akoglu L, Koutra D
Conference Playing games in the dark: An approach for cross-modality transfer in reinforcement learning 2020 • Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS • 2020-May:1260-1268 Silva R, Vasco M, Melo FS, Paiva A, Veloso M
Conference A Framework for Adversarially Robust Streaming Algorithms 2020 63-80 Ben-Eliezer O, Jayaram R, Woodruff DP, Yogev E
Conference Input-Sparsity Low Rank Approximation in Schatten Norm 2020 • INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 119 • 119: Li Y, Woodruff DP
Conference Robust and Sample Optimal Algorithms for PSD Low Rank Approximation 2020 • Annual Symposium on Foundations of Computer Science • 00:506-516 Bakshi A, Chepurko N, Woodruff DP
Conference Graph spanners in the message-passing model 2020 • Leibniz International Proceedings in Informatics • 151: Manuel Fernández V, Woodruff DP, Yasuda T
Preprint Autonomous Graph Mining Algorithm Search with Best Speed/Accuracy Trade-off 2020 Yoon M, Gervet T, Hooi B, Faloutsos C
Preprint Discovering Bilingual Lexicons in Polyglot Word Embeddings 2020 KhudaBukhsh AR, Palakodety S, Mitchell TM
Conference A Diffusion Based Embedding of the Stochastic Simulation Algorithm in Continuous Space 2020 • Biophysical Journal • 118(3):302A-302A Thomas M, Schwartz RS
