{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,24]],"date-time":"2026-10-24T11:31:15Z","timestamp":1792841475055,"version":"4.5.0"},"publisher-location":"New York, NY, USA","reference-count":53,"publisher":"ACM","license":[{"start":{"date-parts":[[2021,6,24]],"date-time":"2021-06-24T00:00:00Z","timestamp":1624492800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"DOI":"10.13039\/501100003725","name":"National Research Foundation of Korea","doi-asserted-by":"publisher","award":["NRF-2018R1A5A1059921"],"award-info":[{"award-number":["NRF-2018R1A5A1059921"]}],"id":[{"id":"10.13039\/501100003725","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Samsung Research Funding & Incubation Center of Samsung Electronics","award":["SRFC-TD2003-01"],"award-info":[{"award-number":["SRFC-TD2003-01"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2021,6,24]]},"DOI":"10.1145\/3458864.3468161","type":"proceedings-article","created":{"date-parts":[[2021,6,22]],"date-time":"2021-06-22T16:13:50Z","timestamp":1624378430000},"page":"41-53","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":52,"title":["zTT"],"prefix":"10.1145","author":[{"given":"Seyeon","family":"Kim","sequence":"first","affiliation":[{"name":"KAIST"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kyungmin","family":"Bin","sequence":"additional","affiliation":[{"name":"Seoul National University"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sangtae","family":"Ha","sequence":"additional","affiliation":[{"name":"University of Colorado Boulder"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kyunghan","family":"Lee","sequence":"additional","affiliation":[{"name":"Seoul National University"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Song","family":"Chong","sequence":"additional","affiliation":[{"name":"KAIST"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2021,6,24]]},"reference":[{"key":"e_1_3_2_1_1_1","unstructured":"Activision Publishing Inc. Tencent Games Co. Ltd. Call of duty: Mobile. https:\/\/www.callofduty.com\/mobile 2019.  Activision Publishing Inc. Tencent Games Co. Ltd. Call of duty: Mobile. https:\/\/www.callofduty.com\/mobile 2019."},{"key":"e_1_3_2_1_2_1","volume-title":"https:\/\/source.android.com\/devices\/graphics\/surfaceflinger-windowmanager","author":"Android","year":"2020","unstructured":"Android . SurfaceFlinger. https:\/\/source.android.com\/devices\/graphics\/surfaceflinger-windowmanager , 2020 . Android. SurfaceFlinger. https:\/\/source.android.com\/devices\/graphics\/surfaceflinger-windowmanager, 2020."},{"key":"e_1_3_2_1_3_1","volume-title":"Energy Aware Scheduling (EAS) in Linux 5.0. https:\/\/community.arm.com\/developer\/ip-products\/processors\/b\/processors-ip-blog\/posts\/energy-aware-scheduling-in-linux","author":"Developer Community","year":"2019","unstructured":"ARM Developer Community , Quentin Perret. Energy Aware Scheduling (EAS) in Linux 5.0. https:\/\/community.arm.com\/developer\/ip-products\/processors\/b\/processors-ip-blog\/posts\/energy-aware-scheduling-in-linux , 2019 . ARMDeveloper Community, Quentin Perret. Energy Aware Scheduling (EAS) in Linux 5.0. https:\/\/community.arm.com\/developer\/ip-products\/processors\/b\/processors-ip-blog\/posts\/energy-aware-scheduling-in-linux, 2019."},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.5555\/2566972.2566979"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.23919\/DATE.2019.8714831"},{"key":"e_1_3_2_1_6_1","first-page":"3","article-title":"Algorithmic optimization of thermal and power management for heterogeneous mobile platforms","volume":"26","author":"Bhat G.","year":"2017","unstructured":"Bhat , G. , Singla , G. , Unver , A. K. , and Ogras , U. Y . Algorithmic optimization of thermal and power management for heterogeneous mobile platforms . IEEE Transactions on Very Large Scale Integration Systems 26 , 3 ( 2017 ), 544--557. Bhat, G., Singla, G., Unver, A. K., and Ogras, U. Y. Algorithmic optimization of thermal and power management for heterogeneous mobile platforms. IEEE Transactions on Very Large Scale Integration Systems 26, 3 (2017), 544--557.","journal-title":"IEEE Transactions on Very Large Scale Integration Systems"},{"key":"e_1_3_2_1_7_1","unstructured":"Brodowski D. and Golde N. Linux cpufreq governors.  Brodowski D. and Golde N. Linux cpufreq governors."},{"key":"e_1_3_2_1_8_1","first-page":"10","article-title":"Profit: priority and power\/performance optimization for many-core systems","volume":"37","author":"Chen Z.","year":"2017","unstructured":"Chen , Z. , Stamoulis , D. , and Marculescu , D . Profit: priority and power\/performance optimization for many-core systems . IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems 37 , 10 ( 2017 ), 2064--2075. Chen, Z., Stamoulis, D., and Marculescu, D. Profit: priority and power\/performance optimization for many-core systems. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems 37, 10 (2017), 2064--2075.","journal-title":"IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/3307334.3326075"},{"key":"e_1_3_2_1_10_1","volume-title":"Cookie run: Kingdom","author":"Corporation","year":"2021","unstructured":"Corporation , D. Cookie run: Kingdom , 2021 . Corporation, D. Cookie run: Kingdom, 2021."},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1145\/3323055"},{"key":"e_1_3_2_1_12_1","volume-title":"Model-agnostic meta-learning for fast adaptation of deep networks. arXiv preprint arXiv:1703.03400","author":"Finn C.","year":"2017","unstructured":"Finn , C. , Abbeel , P. , and Levine , S . Model-agnostic meta-learning for fast adaptation of deep networks. arXiv preprint arXiv:1703.03400 ( 2017 ). Finn, C., Abbeel, P., and Levine, S. Model-agnostic meta-learning for fast adaptation of deep networks. arXiv preprint arXiv:1703.03400 (2017)."},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1145\/3061639.3062216"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1145\/3356250.3360020"},{"key":"e_1_3_2_1_15_1","volume-title":"http:\/\/webglsamples.org\/aquarium\/aquarium.html","author":"Google GL","year":"2009","unstructured":"Google . Web GL Aquarium . http:\/\/webglsamples.org\/aquarium\/aquarium.html , 2009 . Google. WebGL Aquarium. http:\/\/webglsamples.org\/aquarium\/aquarium.html, 2009."},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.5555\/3153803"},{"key":"e_1_3_2_1_17_1","first-page":"1","article-title":"Dynamic power budgeting for mobile systems running graphics workloads","volume":"4","author":"Gupta U.","year":"2017","unstructured":"Gupta , U. , Ayoub , R. , Kishinevsky , M. , Kadjo , D. , Soundararajan , N. , Tursun , U. , and Ogras , U. Y . Dynamic power budgeting for mobile systems running graphics workloads . IEEE Transactions on Multi-Scale Computing Systems 4 , 1 ( 2017 ), 30--40. Gupta, U., Ayoub, R., Kishinevsky, M., Kadjo, D., Soundararajan, N., Tursun, U., and Ogras, U. Y. Dynamic power budgeting for mobile systems running graphics workloads. IEEE Transactions on Multi-Scale Computing Systems 4, 1 (2017), 30--40.","journal-title":"IEEE Transactions on Multi-Scale Computing Systems"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1109\/LCA.2019.2892151"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1109\/ISLPED.2015.7273529"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.23919\/DATE.2019.8714794"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1145\/2744769.2744773"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1145\/3300061.3300128"},{"key":"e_1_3_2_1_23_1","volume-title":"Workshop. WebVR Showroom. https:\/\/showroom.littleworkshop.fr\/","author":"Little","year":"2017","unstructured":"Little Workshop. WebVR Showroom. https:\/\/showroom.littleworkshop.fr\/ , 2017 . Little Workshop. WebVR Showroom. https:\/\/showroom.littleworkshop.fr\/, 2017."},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.dcan.2016.10.001"},{"key":"e_1_3_2_1_25_1","volume-title":"Human-level control through deep reinforcement learning. Nature 518, 7540","author":"Mnih V.","year":"2015","unstructured":"Mnih , V. , Kavukcuoglu , K. , Silver , D. , Rusu , A. A. , Veness , J. , Bellemare , M. G. , Graves , A. , Riedmiller , M. , Fidjeland , A. K. , Ostrovski , G. , Human-level control through deep reinforcement learning. Nature 518, 7540 ( 2015 ), 529. Mnih, V., Kavukcuoglu, K., Silver, D., Rusu, A. A., Veness, J., Bellemare, M. G., Graves, A., Riedmiller, M., Fidjeland, A. K., Ostrovski, G., et al. Human-level control through deep reinforcement learning. Nature 518, 7540 (2015), 529."},{"key":"e_1_3_2_1_26_1","unstructured":"Mochel P. The sysfs filesystem.  Mochel P. The sysfs filesystem."},{"key":"e_1_3_2_1_27_1","unstructured":"Monsoon-solutions. High Voltage Power Monitor. http:\/\/www.msoon.com\/LabEquipment\/PowerMonitor\/ 2019.  Monsoon-solutions. High Voltage Power Monitor. http:\/\/www.msoon.com\/LabEquipment\/PowerMonitor\/ 2019."},{"key":"e_1_3_2_1_28_1","unstructured":"opencv dev team. Opencv2.4 documentation. OPENCV2.4.https:\/\/docs.opencv.org\/2.4.13.6 2019.  opencv dev team. Opencv2.4 documentation. OPENCV2.4.https:\/\/docs.opencv.org\/2.4.13.6 2019."},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1145\/3145337"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.5555\/2840819.2840935"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.5555\/2840819.2840935"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1145\/2744769.2744894"},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1145\/2897937.2898031"},{"key":"e_1_3_2_1_34_1","first-page":"779","volume-title":"Proceedings of IEEE conference on computer vision and pattern recognition","author":"Redmon J.","year":"2016","unstructured":"Redmon , J. , Divvala , S. , Girshick , R. , and Farhadi , A . You only look once: Unified, real-time object detection . In Proceedings of IEEE conference on computer vision and pattern recognition ( 2016 ), pp. 779 -- 788 . Redmon, J., Divvala, S., Girshick, R., and Farhadi, A. You only look once: Unified, real-time object detection. In Proceedings of IEEE conference on computer vision and pattern recognition (2016), pp. 779--788."},{"key":"e_1_3_2_1_35_1","volume-title":"Yolov3: An incremental improvement. arXiv","author":"Redmon J.","year":"2018","unstructured":"Redmon , J. , and Farhadi , A . Yolov3: An incremental improvement. arXiv ( 2018 ). Redmon, J., and Farhadi, A. Yolov3: An incremental improvement. arXiv (2018)."},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1145\/3281411.3281422"},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.1145\/2993452.2994309"},{"key":"e_1_3_2_1_38_1","first-page":"8","article-title":"Maestro: Autonomous qos management for mobile applications under thermal constraints","volume":"38","author":"Sahin O.","year":"2018","unstructured":"Sahin , O. , Thiele , L. , and Coskun , A. K . Maestro: Autonomous qos management for mobile applications under thermal constraints . IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems 38 , 8 ( 2018 ), 1557--1570. Sahin, O., Thiele, L., and Coskun, A. K. Maestro: Autonomous qos management for mobile applications under thermal constraints. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems 38, 8 (2018), 1557--1570.","journal-title":"IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems"},{"key":"e_1_3_2_1_39_1","doi-asserted-by":"publisher","DOI":"10.1145\/2500423.2505320"},{"key":"e_1_3_2_1_40_1","doi-asserted-by":"publisher","DOI":"10.1109\/TCAD.2013.2247656"},{"key":"e_1_3_2_1_41_1","doi-asserted-by":"publisher","DOI":"10.1145\/2442087.2442095"},{"key":"e_1_3_2_1_42_1","doi-asserted-by":"publisher","DOI":"10.7873\/DATE.2015.1036"},{"key":"e_1_3_2_1_43_1","volume-title":"https:\/\/skype.com\/","author":"Skype Inc. Skype.","year":"2003","unstructured":"Skype Inc. Skype. https:\/\/skype.com\/ , 2003 . Skype Inc. Skype. https:\/\/skype.com\/, 2003."},{"key":"e_1_3_2_1_44_1","doi-asserted-by":"publisher","DOI":"10.1145\/2858036.2858448"},{"key":"e_1_3_2_1_45_1","doi-asserted-by":"publisher","DOI":"10.1145\/1687399.1687486"},{"key":"e_1_3_2_1_46_1","volume-title":"Pubg mobile","author":"Tencent","year":"2018","unstructured":"Tencent . Pubg mobile , 2018 . Tencent. Pubg mobile, 2018."},{"key":"e_1_3_2_1_47_1","volume-title":"High-side measurement, shunt and bus voltage monitor with i2c- and smbus-compatible interface. https:\/\/www.ti.com\/product\/INA3221","author":"Texas Instruments","year":"2016","unstructured":"Texas Instruments . High-side measurement, shunt and bus voltage monitor with i2c- and smbus-compatible interface. https:\/\/www.ti.com\/product\/INA3221 , 2016 . Texas Instruments. High-side measurement, shunt and bus voltage monitor with i2c- and smbus-compatible interface. https:\/\/www.ti.com\/product\/INA3221, 2016."},{"key":"e_1_3_2_1_48_1","first-page":"1","article-title":"Accurate and stable run-time power modeling for mobile and embedded cpus","volume":"36","author":"Walker M. J.","year":"2016","unstructured":"Walker , M. J. , Diestelhorst , S. , Hansson , A. , Das , A. K. , Yang , S. , Al-Hashimi , B. M. , and Merrett , G. V . Accurate and stable run-time power modeling for mobile and embedded cpus . IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems 36 , 1 ( 2016 ), 106--119. Walker, M. J., Diestelhorst, S., Hansson, A., Das, A. K., Yang, S., Al-Hashimi, B. M., and Merrett, G. V. Accurate and stable run-time power modeling for mobile and embedded cpus. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems 36, 1 (2016), 106--119.","journal-title":"IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems"},{"key":"e_1_3_2_1_49_1","volume-title":"Optic: Optimizing collaborative cpu-gpu computing on mobile devices with thermal constraints","author":"Wang S.","year":"2018","unstructured":"Wang , S. , Ananthanarayanan , G. , and Mitra , T . Optic: Optimizing collaborative cpu-gpu computing on mobile devices with thermal constraints . IEEE transactions on computer-aided design of integrated circuits and systems 38, 3 ( 2018 ), 393--406. Wang, S., Ananthanarayanan, G., and Mitra, T. Optic: Optimizing collaborative cpu-gpu computing on mobile devices with thermal constraints. IEEE transactions on computer-aided design of integrated circuits and systems 38, 3 (2018), 393--406."},{"key":"e_1_3_2_1_50_1","doi-asserted-by":"publisher","DOI":"10.5555\/2561828.2561877"},{"key":"e_1_3_2_1_51_1","doi-asserted-by":"publisher","DOI":"10.1109\/MICRO.2016.7783756"},{"key":"e_1_3_2_1_52_1","first-page":"8","article-title":"Happe: Human and application-driven frequency scaling for processor power efficiency","volume":"12","author":"Yang L.","year":"2012","unstructured":"Yang , L. , Dick , R. P. , Memik , G. , and Dinda , P . Happe: Human and application-driven frequency scaling for processor power efficiency . IEEE Transactions on Mobile Computing 12 , 8 ( 2012 ), 1546--1557. Yang, L., Dick, R. P., Memik, G., and Dinda, P. Happe: Human and application-driven frequency scaling for processor power efficiency. IEEE Transactions on Mobile Computing 12, 8 (2012), 1546--1557.","journal-title":"IEEE Transactions on Mobile Computing"},{"key":"e_1_3_2_1_53_1","first-page":"1","article-title":"Energy-efficient scheduling for real-time systems based on deep q-learning model","volume":"4","author":"Zhang Q.","year":"2017","unstructured":"Zhang , Q. , Lin , M. , Yang , L. T. , Chen , Z. , and Li , P . Energy-efficient scheduling for real-time systems based on deep q-learning model . IEEE Transactions on Sustainable Computing 4 , 1 ( 2017 ), 132--141. Zhang, Q., Lin, M., Yang, L. T., Chen, Z., and Li, P. Energy-efficient scheduling for real-time systems based on deep q-learning model. IEEE Transactions on Sustainable Computing 4, 1 (2017), 132--141.","journal-title":"IEEE Transactions on Sustainable Computing"}],"event":{"name":"MobiSys '21: The 19th Annual International Conference on Mobile Systems, Applications, and Services","location":"Virtual Event Wisconsin","acronym":"MobiSys '21","sponsor":["SIGMOBILE ACM Special Interest Group on Mobility of Systems, Users, Data and Computing"]},"container-title":["Proceedings of the 19th Annual International Conference on Mobile Systems, Applications, and Services"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3458864.3468161","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3458864.3468161","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T21:24:55Z","timestamp":1750195495000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3458864.3468161"}},"subtitle":["learning-based DVFS with zero thermal throttling for mobile devices"],"short-title":[],"issued":{"date-parts":[[2021,6,24]]},"references-count":53,"alternative-id":["10.1145\/3458864.3468161","10.1145\/3458864"],"URL":"https:\/\/doi.org\/10.1145\/3458864.3468161","relation":{},"subject":[],"published":{"date-parts":[[2021,6,24]]},"assertion":[{"value":"2021-06-24","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}