{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,15]],"date-time":"2025-11-15T07:03:47Z","timestamp":1763190227066,"version":"3.45.0"},"publisher-location":"Cham","reference-count":19,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783032104656","type":"print"},{"value":"9783032104663","type":"electronic"}],"license":[{"start":{"date-parts":[[2025,11,16]],"date-time":"2025-11-16T00:00:00Z","timestamp":1763251200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,11,16]],"date-time":"2025-11-16T00:00:00Z","timestamp":1763251200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2026]]},"DOI":"10.1007\/978-3-032-10466-3_24","type":"book-chapter","created":{"date-parts":[[2025,11,15]],"date-time":"2025-11-15T07:00:36Z","timestamp":1763190036000},"page":"291-302","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["GPowerT: LLM-Driven Automated Programming for\u00a0Power-Constrained IoT Applications"],"prefix":"10.1007","author":[{"given":"Ruitong","family":"Ye","sequence":"first","affiliation":[]},{"given":"Ming","family":"Gao","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2025,11,16]]},"reference":[{"issue":"11","key":"24_CR1","doi-asserted-by":"crossref","first-page":"42","DOI":"10.1109\/2.803639","volume":"32","author":"L Benini","year":"1999","unstructured":"Benini, L., De Micheli, G.: Dynamic power management of electronic systems. IEEE Comput. 32(11), 42\u201348 (1999)","journal-title":"IEEE Comput."},{"key":"24_CR2","doi-asserted-by":"crossref","unstructured":"Sinha, A., Chandrakasan, A.P.: Jouletrack - a web based tool for software energy profiling. In: Proceedings of DAC, pp. 220\u2013225, 2001","DOI":"10.1145\/378239.378467"},{"key":"24_CR3","unstructured":"Chen, M., Tworek, J., Jun, H., Yuan, Q.,\u00a0Penedo, H.,\u00a0Vi\u00e9gas, F., et\u00a0al.: \u201cEvaluating large language models trained on code,\u201d arXiv preprint arXiv:2107.03374, 2021"},{"key":"24_CR4","doi-asserted-by":"crossref","unstructured":"Shen, L., Yang, Q., Huang, X.,\u00a0Ma, Z., Zheng, Y.: Gpiot: tailoring small language models for iot program synthesis and development. In: Proceedings of ACM SenSys, pp. 199\u2013212, 2025","DOI":"10.1145\/3715014.3722064"},{"key":"24_CR5","unstructured":"Shen, L., Yang, Q., Zheng, Y., Li, M.: Autoiot: llm-driven automated natural language programming for aiot applications. In: Proceedings of ACM MobiCom, 2025"},{"key":"24_CR6","doi-asserted-by":"crossref","unstructured":"Xu, H., Han, L., Yang, Q., Li, M., Srivastava, M.: Penetrative AI: making llms comprehend the physical world. In: Findings of ACL, pp. 7324\u20137341, 2024","DOI":"10.18653\/v1\/2024.findings-acl.437"},{"key":"24_CR7","doi-asserted-by":"crossref","unstructured":"Tiwari, V., Malik, S., Wolfe, A.: Power analysis of embedded software: a first step towards software power minimization. In: Proceedings of IEEE\/ACM ICCAD, pp. 384\u2013390, 1994","DOI":"10.1109\/92.335012"},{"key":"24_CR8","doi-asserted-by":"crossref","unstructured":"Ji, S., Zheng, X., Wu, C.: HARGPT: are llms zero-shot human activity recognizers? CoRR, vol. abs\/2403.02727, 2024","DOI":"10.1109\/FMSys62467.2024.00011"},{"key":"24_CR9","doi-asserted-by":"crossref","unstructured":"Ouyang, X., Srivastava, M.: Llmsense: harnessing llms for high-level reasoning over spatiotemporal sensor traces, CoRR, vol. abs\/2403.19857, 2024","DOI":"10.1109\/SenSys-ML62579.2024.00007"},{"key":"24_CR10","doi-asserted-by":"crossref","unstructured":"Chang, C., Wang, W.,\u00a0Peng, W., Chen, \u2018: LLM4TS: aligning pre-trained llms as data-efficient time-series forecasters. ACM Trans. Intell. Syst. Technol. 16(3), 60:1\u201360:20 (2025)","DOI":"10.1145\/3719207"},{"key":"24_CR11","unstructured":"Guo, D.,\u00a0Zhu, Q., Yang, D.,\u00a0Xie, Z.,\u00a0Dong, K.,\u00a0Zhang, W., et\u00a0al.: Deepseek-coder: when the large language model meets programming - the rise of code intelligence, CoRR, vol. abs\/2401.14196, 2024"},{"key":"24_CR12","unstructured":"Rozi\u00e8re, B., Gehring, J.,\u00a0Gloeckle, F.,\u00a0Sootla, S.,\u00a0Gat, I., Tan, X.E., et\u00a0al.: Code llama: open foundation models for code, CoRR, vol. abs\/2308.12950, 2023"},{"key":"24_CR13","unstructured":"Duan, S.,\u00a0Kanakaris, N.,\u00a0Xiao, X.,\u00a0Ping, H.,\u00a0Zhou, C., Ahmed, N.K., et\u00a0al.: Leveraging reinforcement learning and large language models for code optimization, CoRR, vol. abs\/2312.05657, 2023"},{"key":"24_CR14","doi-asserted-by":"crossref","unstructured":"Zhong, L.,\u00a0Wang, Z., Shang, J.: LDB: a large language model debugger via verifying runtime execution step-by-step, CoRR, vol. abs\/2402.16906, 2024","DOI":"10.18653\/v1\/2024.findings-acl.49"},{"key":"24_CR15","unstructured":"Li, R., Allal, L.B.,\u00a0Zi, Y.,\u00a0Muennighoff, N.,\u00a0Kocetkov, D.,\u00a0Mou, C., et\u00a0al.: Starcoder: may the source be with you! Trans. Mach. Learn. Res. 2023 (2023)"},{"key":"24_CR16","unstructured":"OpenAI, \u201cGPT-4 technical report,\u201d CoRR, vol. abs\/2303.08774, 2023"},{"key":"24_CR17","unstructured":"Assafelovic, \u201cGpt researcher.\u201d https:\/\/github.com\/assafelovic\/gpt-researcher, 2023"},{"key":"24_CR18","unstructured":"Neelakantan, A.,\u00a0Xu, T.,\u00a0Puri, R.,\u00a0Radford, A., Han, J.M.,\u00a0Tworek, J., et\u00a0al.: Text and code embeddings by contrastive pre-training, CoRR, vol. abs\/2201.10005, 2022"},{"key":"24_CR19","doi-asserted-by":"crossref","unstructured":"Douze, M.,\u00a0Guzhva, A.,\u00a0Deng, C.,\u00a0Johnson, J.,\u00a0Szilvasy, G., Mazar\u00e9, P., et\u00a0al.: The faiss library, CoRR, vol. abs\/2401.08281, 2024","DOI":"10.1109\/TBDATA.2025.3618474"}],"container-title":["Lecture Notes in Computer Science","Network and Parallel Computing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-032-10466-3_24","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,11,15]],"date-time":"2025-11-15T07:00:42Z","timestamp":1763190042000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-032-10466-3_24"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,11,16]]},"ISBN":["9783032104656","9783032104663"],"references-count":19,"URL":"https:\/\/doi.org\/10.1007\/978-3-032-10466-3_24","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,11,16]]},"assertion":[{"value":"16 November 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"NPC","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"IFIP International Conference on Network and Parallel Computing","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Nha Trang","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Vietnam","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2025","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"14 November 2025","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"16 November 2025","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"21","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"npc2025","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/www.npc-conference.com\/#\/npc2025","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}