Research output per year
Research output per year
- 1 - 50 out of 1,005 results
Search results
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2024
Restaging domain-specific languages: A flexible design pattern for rapid development of optimizing compilers
Shaikhha, A., 21 Oct 2024, GPCE 2024 - Proceedings of the 23rd ACM SIGPLAN International Conference on Generative Programming: Concepts and Experiences. Chiba, S. & Thüm, T. (eds.). New York, NY, USA: ACM, p. 80-93 14 p. ( Proceedings of the ACM SIGPLAN International Conference on Generative Programming:).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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HASS: Hardware-aware sparsity search for dataflow DNN accelerator
Yu, Z., Sreeram, S., Agrawal, K., Wu, J., Montgomerie-Corcoran, A., Zhang, C., Cheng, J., Bouganis, C-S. & Zhao, Y., 9 Oct 2024, 2024 34th International Conference on Field-Programmable Logic and Applications. Institute of Electrical and Electronics Engineers, (Proceedings of the International Conference on Field-Programmable Logic and Applications).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Harmonizing diverse compute resources for efficiency
Dehigama, D., Jesalpura, S., Kogias, M. & Grot, B., 2 Oct 2024, (Accepted/In press) Proceedings of the 2nd Workshop on Hot Topics in System Infrastructure. Association for Computing Machinery (ACM), p. 1-4 4 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Study club, labor union or start-up? Characterizing teams and collaboration in the bug bounty ecosystem
Piao, Y., Hrle, T., Woods, D. W. & Anderson, R., 16 Sept 2024, (Accepted/In press) 2025 IEEE Symposium on Security and Privacy. Institute of Electrical and Electronics Engineers, (IEEE Symposium on Security and Privacy).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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NetGSR: Towards efficient and reliable network monitoring with generative super resolution
Sun, C., Xu, K., Antichi, G. & Marina, M. K., 12 Sept 2024, (Accepted/In press) Proceedings of the ACM on Networking.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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The last-level branch predictor
Schall, D., Sandberg, A. & Grot, B., 27 Aug 2024, (Accepted/In press) Proceedings of the 57th IEEE/ACM International Symposium on Microarchitecture. Institute of Electrical and Electronics Engineers, p. 1-16 16 p. (Proceedings of the Annual International Symposium on Microarchitecture).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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LQER: Low-rank quantization error reconstruction for LLMs
Zhang, C., Cheng, J., Constantinides, G. A. & Zhao, Y., 27 Jul 2024, Proceedings of the 41st International Conference on Machine Learning. Salakhutdinov, R., Kolter, Z., Heller, K., Weller, A., Oliver, N., Scarlett, J. & Berkenkamp, F. (eds.). PMLR, Vol. 235.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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PyTond: Efficient Python data science on the shoulders of databases
Shahrokhi, H., Kaboli, A., Ghorbani, M. & Shaikhha, A., 23 Jul 2024, 2024 IEEE 40th International Conference on Data Engineering (ICDE). Institute of Electrical and Electronics Engineers, p. 423-435 13 p. (International Conference on Data Engineering (ICDE)).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Integrating HW/SW functionality for flexible wireless radio
Strachan, A. & Topham, N., 21 Jul 2024, (Accepted/In press) Proceedings of the 5th International Conference on Internet of Things & Embedded Systems. Computer Science Conference ProceedingsResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution
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ServerlessLLM: Low-latency serverless inference for large language models
Fu, Y., Xue, L., Huang, Y., Brabete, A-O., Ustiugov, D., Patel, Y. & Mai, L., 12 Jul 2024, Proceedings of the 18th USENIX Symposium on Operating Systems Design and Implementation. USENIX Association, p. 135-153 19 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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I see an IC: A mixed-methods approach to study human problem-solving processes in hardware reverse engineering
Walendy, R., Weber, M., Li, J., Becker, S., Wiesen, C., Elson, M., Kim, Y., Fawaz, K., Rummel, N. & Paar, C., 11 May 2024, Proceedings of the CHI Conference on Human Factors in Computing Systems. Mueller, F. F., Kyburz, P., Williamson, J. R., Sas, C., Wilson, M. L., Toups Dugas, P. & Shklovski, I. (eds.). ACM, p. 1-20 20 p. 831Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Learning high-frequency functions made easy with sinusoidal positional encoding
Sun, C., Yuan, Z., Xu, K., Mai, L., N, S., Chen, S. & Marina, M. K., 1 May 2024, (Accepted/In press) Proceedings of the 41st International Conference on Machine Learning.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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A shared compilation stack for distributed-memory parallelism in stencil DSLs
Bisbas, G., Lydike, A., Bauer, E., Brown, N., Fehr, M., Mitchell, L., Rodríguez Canal, G., Jamieson, M., Kelly, P. H. J., Steuwer, M. & Grosser, T., 27 Apr 2024, 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems. La Jolla, CA: Association for Computing Machinery, Vol. 3. p. 38-56Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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SEER: Super-optimization explorer for high-level synthesis using e-graph rewriting
Cheng, J., Coward, S., Chelini, L., Barbalho, R. & Drane, T., 27 Apr 2024, Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems. ACM, Vol. 2. p. 1029-1044 16 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Unfulfilled promises of child safety and privacy: Portrayals and use of children in smart home marketing
Sun, K., Li, J., Zou, Y., Radesky, J. S., Brooks, C. H. & Schaub, F., 26 Apr 2024, Proceedings of the ACM on Human-Computer Interaction. Nichols, J. (ed.). ACM, Vol. 8. p. 1–29 29 p. 145. (Proceedings of the ACM on Human-Computer Interaction).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Accelerating Shared Library Execution in a DBT
Spink, T. & Franke, B., 1 Apr 2024, (Accepted/In press) Proceedings of the 25th ACM SIGPLAN/SIGBED International Conference on Languages, Compilers, and Tools for Embedded Systems. ACMResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Exploring the interplay between interaction experience and security perception of payment authentication in virtual reality
Li, J., Arora, S. S., Fawaz, K., Kim, Y., Liu, C., Meiser, S., Minaei, M., Shirvanian, M. & Wagner, K., 21 Mar 2024, 2024 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops. Institute of Electrical and Electronics Engineers, p. 1043-1044 2 p. 10536567Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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A tensor algebra compiler for sparse differentiation
Shaikhha, A., Huot, M. & Hashemian, S., 28 Feb 2024, 2024 IEEE/ACM International Symposium on Code Generation and Optimization. Grosser, T., Dubach, C., Steuwer, M., Xue, J., Ottoni, G. & Pereira, F. M. Q. (eds.). Institute of Electrical and Electronics Engineers, p. 1-12 12 p. (International Symposium on Code Generation and Optimization (CGO)).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Revealing Compiler Heuristics through Automated Discovery and Optimization
Seeker, V., Cummins, C., Cole, M., Franke, B., Hazelwood, K. & Leather, H., 28 Feb 2024, CGO 2024: Proceedings of the 22nd ACM/IEEE International Symposium on Code Generation and Optimization. Institute of Electrical and Electronics Engineers, p. 55-66 12 p. (International Symposium on Code Generation and Optimization).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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CoSense: Compiler Optimizations using Sensor Technical Specifications
Mu, P., Mavrogeorgis, N., Vasiladiotis, C., Tsoutsouras, V., Kaparounakis, O., Stanley-Marbell, P. & Barbalace, A., 20 Feb 2024, Proceedings of the 33rd ACM SIGPLAN International Conference on Compiler Construction (CC '24), March 2--3, 2024, Edinburgh, UK. Association for Computing Machinery, p. 73-85 13 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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UNIFICO: Thread Migration in Heterogeneous-ISA CPUs without State Transformation
Mavrogeorgis, N., Vasiladiotis, C., Mu, P., Khordadi, A., Franke, B. & Barbalace, A., 20 Feb 2024, CC 2024: Proceedings of the 33rd ACM SIGPLAN International Conference on Compiler Construction. Association for Computing Machinery, p. 86-99Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Toward Improved Deep Learning-based Vulnerability Detection
Sejfia, A., Shafiq, S., Das, S. & Medvidović, N., 6 Feb 2024, ICSE 2024 - Proceedings of the 46th IEEE/ACM International Conference on Software Engineering. IEEE Computer Society Press, p. 1-12 62. (Proceedings - International Conference on Software Engineering).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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A Multifaceted Look at Starlink Performance
Mohan, N., Ferguson, A. E., Cech, H., Bose, R., Renatin, P. R., Marina, M. K. & Ott, J., 23 Jan 2024, (Accepted/In press) WWW '24: Proceedings of the ACM Web Conference 2024. ACM, p. 1-12 12 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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2023
mlirSynth: Automatic, Retargetable Program Raising in Multi-Level IR using Program Synthesis
Brauckmann, A., Polgreen, E., Grosser, T. & O'Boyle, M. F. P., 27 Dec 2023, 2023 32nd International Conference on Parallel Architectures and Compilation Techniques (PACT). Institute of Electrical and Electronics Engineers, p. 39-50 12 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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SpotLight: Accurate, explainable and efficient anomaly detection for Open RAN
Sun, C., Pawar, U., Khoja, M., Foukas, X., Marina, M. K. & Radunovic, B., 15 Dec 2023, (Accepted/In press) Proceedings of the 30th Annual International Conference on Mobile Computing and Networking. ACMResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Insights into the Ultra-Steep Subthreshold Slope Gate-all-around Feedback-FET for memory and sensing applications
Kumar, N., Dixit, A., Rezaei, A., Dutta, T., García, C. P. & Georgiev, V., 12 Dec 2023, 2023 IEEE Nanotechnology Materials and Devices Conference, NMDC 2023. Institute of Electrical and Electronics Engineers, p. 617-620 4 p. (2023 IEEE Nanotechnology Materials and Devices Conference, NMDC 2023).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
Revisiting block-based quantisation: What is important for sub-8-bit LLM inference?
Zhang, C., Cheng, J., Shumailov, I., Constantinides, G. A. & Zhao, Y., 10 Dec 2023, Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing. Bouamor, H., Pino, J. & Bali, K. (eds.). Association for Computational Linguistics, p. 9988-10006 19 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Warming Up a Cold Front-End with Ignite
Schall, D., Sandberg, A. & Grot, B., 8 Dec 2023, 2023 56th IEEE/ACM International Symposium on Microarchitecture (MICRO). Association for Computing Machinery (ACM), p. 254-267 14 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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RFID+: Spatially Controllable Identifcation of UHF RFIDs via Controlled Magnetic Fields
Dai, D., An, Z., Gong, Z., PAN, Q. & Yang, L., 7 Dec 2023, (Accepted/In press) Proceedings of the 21st USENIX Symposium on Networked Systems Design and Implementation (NSDI '24) . 17 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Amoeba: Circumventing ML-supported network censorship via adversarial reinforcement learning
Liu, H., Diallo, A. F. & Patras, P., 28 Nov 2023, Proceedings of the ACM on Networking. CoNEXT3 ed. ACM, Vol. 1. p. 1-25 25 p. 9. (The Proceedings of the ACM on Networking).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Electrolyte-Gated FET-based Sensing of Immobilized Amphoteric Molecules Including the Variability in Affinity of the Reactive Sites
Kumar, N., Garcia, C. P., Rezaei, A., Dixit, A., Asenov, A. & Georgiev, V., 20 Nov 2023, 2023 International Conference on Simulation of Semiconductor Processes and Devices, SISPAD 2023. Institute of Electrical and Electronics Engineers, p. 377-380 4 p. (International Conference on Simulation of Semiconductor Processes and Devices, SISPAD).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
Fully Convolutional Generative Machine Learning Method for Accelerating Non-Equilibrium Green's Function Simulations
Aleksandrov, P., Rezaei, A., Xeni, N., Dutta, T., Asenov, A. & Georgiev, V., 20 Nov 2023, 2023 International Conference on Simulation of Semiconductor Processes and Devices, SISPAD 2023. Institute of Electrical and Electronics Engineers, p. 169-172 4 p. (International Conference on Simulation of Semiconductor Processes and Devices, SISPAD).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
Fortran performance optimisation and auto-parallelisation by leveraging MLIR-based domain specific abstractions in Flang
Brown, N., Jamieson, M., Lydike, A., Bauer, E. & Grosser, T., 12 Nov 2023, Proceedings of 2023 SC Workshops of the International Conference on High Performance Computing, Network, Storage, and Analysis, SC Workshops 2023. Association for Computing Machinery, p. 904-913 10 p. (ACM International Conference Proceeding Series).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Stencil-HMLS: A multi-layered approach to the automatic optimisation of stencil codes on FPGA
Rodriguez-Canal, G., Brown, N., Jamieson, M., Bauer, E., Lydike, A. & Grosser, T., 12 Nov 2023, Proceedings of 2023 SC Workshops of the International Conference on High Performance Computing, Network, Storage, and Analysis, SC Workshops 2023. Association for Computing Machinery, p. 556-565 10 p. (ACM International Conference Proceeding Series).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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PASS: Exploiting post-activation sparsity in streaming architectures for CNN acceleration
Montgomerie-Corcoran, A., Yu, Z., Cheng, J. & Bouganis, C. S., 2 Nov 2023, 2023 33rd International Conference on Field-Programmable Logic and Applications. Sourdis, I., Mentens, N., Sousa, L. & Trancoso, P. (eds.). Institute of Electrical and Electronics Engineers, p. 288-293 6 p. (Proceedings of the International Conference on Field-Programmable Logic and Applications).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Enabling In-Vitro Serverless Systems Research
Ustiugov, D., Park, D., Cvetković, L., Djokic, M., Hè, H., Grot, B. & Klimovic, A., 23 Oct 2023, WORDS '23: Proceedings of the 4th Workshop on Resource Disaggregation and Serverless. ACM, p. 1-7 7 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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C2TACO: Lifting Tensor Code to TACO
De Souza Magalhães, J. W., Woodruff, J., Polgreen, E. & O'Boyle, M. F. P., 22 Oct 2023, GPCE 2023: Proceedings of the 22nd ACM SIGPLAN International Conference on Generative Programming: Concepts and Experiences. ACM, p. 42–56 15 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Tight-sketch: A high-performance sketch for heavy item-oriented data stream mining with limited memory size
Li, W. & Patras, P., 21 Oct 2023, CIKM '23: Proceedings of the 32nd ACM International Conference on Information and Knowledge Management. ACM Association for Computing Machinery, p. 1328–1337 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Novel Detection Methodology of Milk-Oligopeptides Fingerprints using Ion-Sensitive BioFET
Kumar, N., Garcia, C. P., Dixit, A., Rezaei, A. & Georgiev, V., 17 Oct 2023, 2023 IEEE BioSensors Conference, BioSensors 2023 - Proceedings. Institute of Electrical and Electronics Engineers, p. 1-4 4 p. (2023 IEEE BioSensors Conference, BioSensors 2023 - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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CoreKube: An Efficient, Autoscaling and Resilient Mobile Core System
Ferguson, A. E., Larrea, J. & Marina, M. K., 2 Oct 2023, The 29th Annual International Conference on Mobile Computing and Networking. ACM Association for Computing Machinery, p. 1-15 15 p. 25Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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MagCode: Bringing NFC Feature to All Smartphones
Dai, D., An, Z., Pan, Q. & Yang, L., 2 Oct 2023, ACM MobiCom '23: Proceedings of the 29th Annual International Conference on Mobile Computing and Networking. ACM, p. 1475-1477 3 p. 116Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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NeRF2: Neural Radio-Frequency Radiance Fields
Zhao, X., An, Z., Pan, Q. & Yang, L., 2 Oct 2023, The 29th Annual International Conference on Mobile Computing and Networking (ACM MobiCom ’23). ACM, p. 393-407 15 p. 27Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Architecting Selective Refresh based Multi-Retention Cache for Heterogeneous System (ARMOUR)
Agarwal, S., Chakraborty, S. & Själander, M., 15 Sept 2023, DAC '23: Proceedings of the 60th ACM/IEEE Design Automation Conference. Institute of Electrical and Electronics Engineers, p. 1-6 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Revisiting Backscatter Frequency Drifts for Fingerprinting RFIDs: A Perspective of Frequency Resolution
Pan, Q., An, Z., Zhao, X. & Yang, L., 11 Sept 2023, 2023 20th Annual IEEE International Conference on Sensing, Communication, and Networking (SECON). Institute of Electrical and Electronics Engineers, p. 124-132 (Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks workshops.).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Sabre: Cutting through Adversarial Noise with Adaptive Spectral Filtering and Input Reconstruction
Diallo, A. & Patras, P., 14 Aug 2023, (Accepted/In press) 45th IEEE Symposium on Security and Privacy. Institute of Electrical and Electronics Engineers, p. 1-18 18 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Apta: Fault-tolerant object-granular CXL disaggregated memory for accelerating FaaS
Patil, A., Nagarajan, V., Nikoleris, N. & Oswald, N., 9 Aug 2023, 2023 53rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN 2023). Institute of Electrical and Electronics Engineers, p. 201-215 15 p. (IEEE/IFIP International Conference on Dependable Systems and Networks (DSN)).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Demonstration of OpenDBML, a framework for democratizing in-database machine learning
Ghorbani, M. & Shaikhha, A., 1 Aug 2023, Proceedings of the VLDB Endowment. 12 ed. ACM, Vol. 16. p. 3970-3973 4 p. (Proceedings of the VLDB Endowment).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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'It's up to the Consumer to be Smart': Understanding the Security and Privacy Attitudes of Smart Home Users on Reddit
Li, J., Sun, K., Huff, B. S., Bierley, A. M., Kim, Y., Schaub, F. & Fawaz, K., 21 Jul 2023, 2023 IEEE Symposium on Security and Privacy (SP). Institute of Electrical and Electronics Engineers, p. 2850-2866 17 p. (Proceedings - IEEE Symposium on Security and Privacy; vol. 2023-May).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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An efficient vectorized hash table for batch computations
Shahrokhi, H. & Shaikhha, A., 11 Jul 2023, 37th European Conference on Object-Oriented Programming (ECOOP 2023). Ali, K. & Salvaneschi, G. (eds.). Schloss Dagstuhl - Leibniz-Zentrum für Informatik, Vol. 263. p. 1-27 27 p. (Leibniz International Proceedings in Informatics, LIPIcs).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Hinted dictionaries: Efficient functional ordered sets and maps
Shaikhha, A., Ghorbani, M. & Shahrokhi, H., 11 Jul 2023, 37th European Conference on Object-Oriented Programming (ECOOP 2023). Ali, K. & Salvaneschi, G. (eds.). Schloss Dagstuhl - Leibniz-Zentrum für Informatik, Vol. 263. p. 1-28 28 p. (Leibniz International Proceedings in Informatics (LIPIcs)).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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