{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,28]],"date-time":"2025-10-28T03:18:42Z","timestamp":1761621522520,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":124,"publisher":"ACM","license":[{"start":{"date-parts":[[2020,5,31]],"date-time":"2020-05-31T00:00:00Z","timestamp":1590883200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2020,6,11]]},"DOI":"10.1145\/3318464.3383130","type":"proceedings-article","created":{"date-parts":[[2020,5,29]],"date-time":"2020-05-29T17:12:33Z","timestamp":1590772353000},"page":"2641-2650","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":12,"title":["Le Taureau: Deconstructing the Serverless Landscape &amp; A Look Forward"],"prefix":"10.1145","author":[{"given":"Anurag","family":"Khandelwal","sequence":"first","affiliation":[{"name":"Yale University, New Haven, CT, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Arun","family":"Kejariwal","sequence":"additional","affiliation":[{"name":"Facebook Inc., Menlo Park, CA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Karthikeyan","family":"Ramasamy","sequence":"additional","affiliation":[{"name":"Splunk Inc., San Francisco, CA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2020,5,31]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"Data Streams: Models and Algorithms (Advances in Database Systems)","author":"Aggarwal C. C.","year":"2006","unstructured":"C. C. Aggarwal . 2006 . Data Streams: Models and Algorithms (Advances in Database Systems) . Springer-Verlag . C. C. Aggarwal. 2006. Data Streams: Models and Algorithms (Advances in Database Systems) .Springer-Verlag."},{"volume-title":"Proceedings of the USENIX Annual Technical Conference","author":"Akkus I. E.","key":"e_1_3_2_1_2_1","unstructured":"I. E. Akkus , R. Chen , I. Rimac , M. Stein , K. Satzke , A. Beck , P. Aditya , and V. Hilt . 2018. SAND: Towards High-Performance Serverless Computing . In Proceedings of the USENIX Annual Technical Conference . Boston, MA, 923--935. I. E. Akkus, R. Chen, I. Rimac, M. Stein, K. Satzke, A. Beck, P. Aditya, and V. Hilt. 2018. SAND: Towards High-Performance Serverless Computing. In Proceedings of the USENIX Annual Technical Conference. Boston, MA, 923--935."},{"key":"e_1_3_2_1_3_1","unstructured":"Amazon. [n.d.] a. Amazon Athena. \"https:\/\/aws.amazon.com\/athena\" .  Amazon. [n.d.] a. Amazon Athena. \"https:\/\/aws.amazon.com\/athena\" ."},{"key":"e_1_3_2_1_4_1","unstructured":"Amazon. [n.d.] b. Amazon Aurora Serverless. \"https:\/\/aws.amazon.com\/rds\/aurora\/serverless\" .  Amazon. [n.d.] b. Amazon Aurora Serverless. \"https:\/\/aws.amazon.com\/rds\/aurora\/serverless\" ."},{"key":"e_1_3_2_1_5_1","unstructured":"R. Anil G. Pereyra A. Passos R. Ormandi G. E. Dahl and G. E. Hinton. 2018. Large scale distributed neural network training through online distillation. The Computing Research Repository Vol. abs\/1804.03235 (2018).  R. Anil G. Pereyra A. Passos R. Ormandi G. E. Dahl and G. E. Hinton. 2018. Large scale distributed neural network training through online distillation. The Computing Research Repository Vol. abs\/1804.03235 (2018)."},{"volume-title":"Proceedings of the ACM Symposium on Cloud Computing","author":"Ao L.","key":"e_1_3_2_1_6_1","unstructured":"L. Ao , L. Izhikevich , G. M. Voelker , and G. Porter . 2018. Sprocket: A Serverless Video Processing Framework . In Proceedings of the ACM Symposium on Cloud Computing . Carlsbad, CA, 263--274. L. Ao, L. Izhikevich, G. M. Voelker, and G. Porter. 2018. Sprocket: A Serverless Video Processing Framework. In Proceedings of the ACM Symposium on Cloud Computing. Carlsbad, CA, 263--274."},{"volume-title":"Proceedings of the International Conference on Machine Learning .","author":"Arik S.","key":"e_1_3_2_1_7_1","unstructured":"S. \u00d6. Arik , M. Chrzanowski , A. Coates , G. F. Diamos , A. Gibiansky , Y. Kang , X. Li , J. Miller , A. Ng , J. Raiman , S. Sengupta , and M. Shoeybi . 2017. Deep Voice: Real-time Neural Text-to-Speech . In Proceedings of the International Conference on Machine Learning . S. \u00d6. Arik, M. Chrzanowski, A. Coates, G. F. Diamos, A. Gibiansky, Y. Kang, X. Li, J. Miller, A. Ng, J. Raiman, S. Sengupta, and M. Shoeybi. 2017. Deep Voice: Real-time Neural Text-to-Speech. In Proceedings of the International Conference on Machine Learning ."},{"volume-title":"Proceedings of the IEEE 12th International Conference on Cloud Computing. 499--501","author":"Aytekin A.","key":"e_1_3_2_1_8_1","unstructured":"A. Aytekin and M. Johansson . 2019. Exploiting Serverless Runtimes for Large-Scale Optimization . In Proceedings of the IEEE 12th International Conference on Cloud Computing. 499--501 . A. Aytekin and M. Johansson. 2019. Exploiting Serverless Runtimes for Large-Scale Optimization. In Proceedings of the IEEE 12th International Conference on Cloud Computing. 499--501."},{"volume-title":"Proceedings of the Conference on Neural Information Processing Systems .","author":"Baldi P.","key":"e_1_3_2_1_9_1","unstructured":"P. Baldi and R. Vershynin . 2018. On Neuronal Capacity . In Proceedings of the Conference on Neural Information Processing Systems . P. Baldi and R. Vershynin. 2018. On Neuronal Capacity. In Proceedings of the Conference on Neural Information Processing Systems ."},{"key":"e_1_3_2_1_10_1","volume-title":"BARISTA: Efficient and Scalable Serverless Serving System for Deep Learning Prediction Services. The Computing Research Repository","author":"Bhattacharjee A.","year":"2019","unstructured":"A. Bhattacharjee , A. D. Chhokra , Z. Kang , H. Sun , A. Gokhale , and G. Karsai . 2019 . BARISTA: Efficient and Scalable Serverless Serving System for Deep Learning Prediction Services. The Computing Research Repository , Vol. abs\/ 1904 .01576 (2019). A. Bhattacharjee, A. D. Chhokra, Z. Kang, H. Sun, A. Gokhale, and G. Karsai. 2019. BARISTA: Efficient and Scalable Serverless Serving System for Deep Learning Prediction Services. The Computing Research Repository, Vol. abs\/1904.01576 (2019)."},{"key":"e_1_3_2_1_11_1","volume-title":"Scale: System Design. The Computing Research Repository","author":"Bonawitz K.","year":"2019","unstructured":"K. Bonawitz , H. Eichner , W. Grieskamp , D. Huba , A. Ingerman , V. Ivanov , C. Kiddon , J. Koneucn\u00fd , S. Mazzocchi , H. B. McMahan , T. V. Overveldt , D. Petrou , D. Ramage , and J. Roselander . 2019 . Towards Federated Learning at Scale: System Design. The Computing Research Repository , Vol. abs\/ 1902 .01046 (2019). K. Bonawitz, H. Eichner, W. Grieskamp, D. Huba, A. Ingerman, V. Ivanov, C. Kiddon, J. Koneucn\u00fd, S. Mazzocchi, H. B. McMahan, T. V. Overveldt, D. Petrou, D. Ramage, and J. Roselander. 2019. Towards Federated Learning at Scale: System Design. The Computing Research Repository, Vol. abs\/1902.01046 (2019)."},{"volume-title":"Proceedings of the Sixteenth ACM Symposium on Operating Systems Principles","author":"Bugnion E.","key":"e_1_3_2_1_12_1","unstructured":"E. Bugnion , S. Devine , and M. Rosenblum . 1997. Disco: Running Commodity Operating Systems on Scalable Multiprocessors . In Proceedings of the Sixteenth ACM Symposium on Operating Systems Principles . Saint Malo, France, 143--156. E. Bugnion, S. Devine, and M. Rosenblum. 1997. Disco: Running Commodity Operating Systems on Scalable Multiprocessors. In Proceedings of the Sixteenth ACM Symposium on Operating Systems Principles. Saint Malo, France, 143--156."},{"volume-title":"Proceedings of the Tenth ACM International Conference on Web Search and Data Mining","author":"Cai H.","key":"e_1_3_2_1_13_1","unstructured":"H. Cai , K. Ren , W. Zhang , K. Malialis , J. Wang , Y. Yu , and D. Guo . 2017. Real-Time Bidding by Reinforcement Learning in Display Advertising . In Proceedings of the Tenth ACM International Conference on Web Search and Data Mining . Cambridge, UK, 661--670. H. Cai, K. Ren, W. Zhang, K. Malialis, J. Wang, Y. Yu, and D. Guo. 2017. Real-Time Bidding by Reinforcement Learning in Display Advertising. In Proceedings of the Tenth ACM International Conference on Web Search and Data Mining. Cambridge, UK, 661--670."},{"volume-title":"Proceedings of the ACM Symposium on Cloud Computing","author":"Carreira J.","key":"e_1_3_2_1_14_1","unstructured":"J. Carreira , P. Fonseca , A. Tumanov , A. Zhang , and R. Katz . 2019. Cirrus: A Serverless Framework for End-to-End ML Workflows . In Proceedings of the ACM Symposium on Cloud Computing . Santa Cruz, CA, 13--24. J. Carreira, P. Fonseca, A. Tumanov, A. Zhang, and R. Katz. 2019. Cirrus: A Serverless Framework for End-to-End ML Workflows. In Proceedings of the ACM Symposium on Cloud Computing. Santa Cruz, CA, 13--24."},{"volume-title":"Proceedings 5th Workshop on Hot Topics in Operating Systems (HotOS-V). 119--122","author":"Carter J. B.","key":"e_1_3_2_1_15_1","unstructured":"J. B. Carter , D. Khandekar , and L. Kamb . 1995. Distributed shared memory: Where we are and where we should be headed . In Proceedings 5th Workshop on Hot Topics in Operating Systems (HotOS-V). 119--122 . J. B. Carter, D. Khandekar, and L. Kamb. 1995. Distributed shared memory: Where we are and where we should be headed. In Proceedings 5th Workshop on Hot Topics in Operating Systems (HotOS-V). 119--122."},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1145\/3368454"},{"key":"e_1_3_2_1_17_1","volume-title":"Serverless Supercomputing: High Performance Function as a Service for Science. The Computing Research Repository","author":"Chard R.","year":"2019","unstructured":"R. Chard , T. J. Skluzacek , Z. Li , Y. Babuji , A. Woodard , B. Blaiszik , S. Tuecke , I. Foster , and K. Chard . 2019 . Serverless Supercomputing: High Performance Function as a Service for Science. The Computing Research Repository , Vol. abs\/ 1908 .04907 (2019). R. Chard, T. J. Skluzacek, Z. Li, Y. Babuji, A. Woodard, B. Blaiszik, S. Tuecke, I. Foster, and K. Chard. 2019. Serverless Supercomputing: High Performance Function as a Service for Science. The Computing Research Repository, Vol. abs\/1908.04907 (2019)."},{"key":"e_1_3_2_1_18_1","volume-title":"Fog Function: Serverless Fog Computing for Data Intensive IoT Services. The Computing Research Repository","author":"Cheng B.","year":"2019","unstructured":"B. Cheng , J. F\u00fcrst , G. Solmaz , and T. Sanada . 2019 . Fog Function: Serverless Fog Computing for Data Intensive IoT Services. The Computing Research Repository , Vol. abs\/ 1907 .08278 (2019). B. Cheng, J. F\u00fcrst, G. Solmaz, and T. Sanada. 2019. Fog Function: Serverless Fog Computing for Data Intensive IoT Services. The Computing Research Repository, Vol. abs\/1907.08278 (2019)."},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"crossref","unstructured":"S. Choi M. Shahbaz B. Prabhakar and M. Rosenblum. 2019. lambda-NIC: Interactive Serverless Compute on Programmable SmartNICs. The Computing Research Repository Vol. abs\/1909.11958 (2019).  S. Choi M. Shahbaz B. Prabhakar and M. Rosenblum. 2019. lambda-NIC: Interactive Serverless Compute on Programmable SmartNICs. The Computing Research Repository Vol. abs\/1909.11958 (2019).","DOI":"10.1145\/3342280.3342341"},{"key":"e_1_3_2_1_20_1","unstructured":"G. Cormode. 2007. References for Data Stream Algorithms. (2007). http:\/\/dimacs.rutgers.edu\/ graham\/pubs\/papers\/bristol.pdf.  G. Cormode. 2007. References for Data Stream Algorithms. (2007). http:\/\/dimacs.rutgers.edu\/ graham\/pubs\/papers\/bristol.pdf."},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jalgor.2003.12.001"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1147\/rd.255.0483"},{"key":"e_1_3_2_1_23_1","volume-title":"mei Hwu","author":"Dakkak A.","year":"2018","unstructured":"A. Dakkak , C. Li , S. G. de Gonzalo , J. Xiong , and W. mei Hwu . 2018 . TrIMS: Transparent and Isolated Model Sharing for Low Latency Deep LearningInference in Function as a Service Environments. The Computing Research Repository , Vol. abs\/ 1811 .09732 (2018). A. Dakkak, C. Li, S. G. de Gonzalo, J. Xiong, and W. mei Hwu. 2018. TrIMS: Transparent and Isolated Model Sharing for Low Latency Deep LearningInference in Function as a Service Environments. The Computing Research Repository, Vol. abs\/1811.09732 (2018)."},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1109\/2.116849"},{"volume-title":"Proceedings of the COnference on Neural Information Processing Systems .","author":"Dean J.","key":"e_1_3_2_1_25_1","unstructured":"J. Dean , G. S. Corrado , R. Monga , K. Chen , M. Devin , Q. V. Le , M. Z. Mao , M. Ranzato , A. W. Senior , P. A. Tucker , K. Yang , and A. Y. Ng . 2012. Large Scale Distributed Deep Networks . In Proceedings of the COnference on Neural Information Processing Systems . J. Dean, G. S. Corrado, R. Monga, K. Chen, M. Devin, Q. V. Le, M. Z. Mao, M. Ranzato, A. W. Senior, P. A. Tucker, K. Yang, and A. Y. Ng. 2012. Large Scale Distributed Deep Networks. In Proceedings of the COnference on Neural Information Processing Systems ."},{"volume-title":"Proceedings of the Conference on Neural Information Processing Systems .","author":"Diamos S.","key":"e_1_3_2_1_26_1","unstructured":"S. \u00d6. Arik G. F. Diamos , A. Gibiansky , J. Miller , K. Peng , W. Ping , J. Raiman , and Y. Zhou . 2017. Deep Voice 2: Multi-Speaker Neural Text-to-Speech . In Proceedings of the Conference on Neural Information Processing Systems . S. \u00d6. Arik G. F. Diamos, A. Gibiansky, J. Miller, K. Peng, W. Ping, J. Raiman, and Y. Zhou. 2017. Deep Voice 2: Multi-Speaker Neural Text-to-Speech. In Proceedings of the Conference on Neural Information Processing Systems ."},{"volume-title":"Proceedings of the Symposium on Networked Systems Design and Implementation .","author":"Dragojevi\u0107 A.","key":"e_1_3_2_1_27_1","unstructured":"A. Dragojevi\u0107 , D. Narayanan , O. Hodson , and M. Castro . [n.d.]. FaRM: Fast Remote Memory . In Proceedings of the Symposium on Networked Systems Design and Implementation . A. Dragojevi\u0107, D. Narayanan, O. Hodson, and M. Castro. [n.d.]. FaRM: Fast Remote Memory. In Proceedings of the Symposium on Networked Systems Design and Implementation ."},{"key":"e_1_3_2_1_28_1","volume-title":"BOHB: Robust and Efficient Hyperparameter Optimization at Scale. The Computing Research Repository","author":"Falkner S.","year":"2018","unstructured":"S. Falkner , A. Klein , and F. Hutter . 2018 . BOHB: Robust and Efficient Hyperparameter Optimization at Scale. The Computing Research Repository , Vol. abs\/ 1810 .05934 (2018). S. Falkner, A. Klein, and F. Hutter. 2018. BOHB: Robust and Efficient Hyperparameter Optimization at Scale. The Computing Research Repository, Vol. abs\/1810.05934 (2018)."},{"volume-title":"Proceedings of the IEEE 11th International Conference on Cloud Computing. 334--341","author":"Feng L.","key":"e_1_3_2_1_29_1","unstructured":"L. Feng , P. Kudva , D. Da Silva , and J. Hu . 2018. Exploring Serverless Computing for Neural Network Training . In Proceedings of the IEEE 11th International Conference on Cloud Computing. 334--341 . L. Feng, P. Kudva, D. Da Silva, and J. Hu. 2018. Exploring Serverless Computing for Neural Network Training. In Proceedings of the IEEE 11th International Conference on Cloud Computing. 334--341."},{"volume-title":"Proceedings of the 10th ACM SIGOPS Asia-Pacific Workshop on Systems","author":"Fingler H.","key":"e_1_3_2_1_30_1","unstructured":"H. Fingler , A. Akshintala , and C. J. Rossbach . 2019. USETL: Unikernels for Serverless Extract Transform and Load Why Should You Settle for Less? . In Proceedings of the 10th ACM SIGOPS Asia-Pacific Workshop on Systems . Hangzhou, China, 23--30. H. Fingler, A. Akshintala, and C. J. Rossbach. 2019. USETL: Unikernels for Serverless Extract Transform and Load Why Should You Settle for Less?. In Proceedings of the 10th ACM SIGOPS Asia-Pacific Workshop on Systems. Hangzhou, China, 23--30."},{"key":"e_1_3_2_1_31_1","volume-title":"Mirage: A coherent distributed shared memory design.","author":"Fleisch Brett","year":"1989","unstructured":"Brett Fleisch and Gerald Popek . 1989 . Mirage: A coherent distributed shared memory design. Vol. 23 . ACM. Brett Fleisch and Gerald Popek. 1989. Mirage: A coherent distributed shared memory design. Vol. 23. ACM."},{"volume-title":"Fast and Slow: Low-Latency Video Processing Using Thousands of Tiny Threads. In USENIX Symposium on Networked Systems Design and Implementation. 363--376","author":"Fouladi S.","key":"e_1_3_2_1_32_1","unstructured":"S. Fouladi , R. S. Wahby , B. Shacklett , K. V. Balasubramaniam , W. Zeng , R. Bhalerao , A. Sivaraman , G. Porter , and K. Winstein . [n.d.]. Encoding , Fast and Slow: Low-Latency Video Processing Using Thousands of Tiny Threads. In USENIX Symposium on Networked Systems Design and Implementation. 363--376 . S. Fouladi, R. S. Wahby, B. Shacklett, K. V. Balasubramaniam, W. Zeng, R. Bhalerao, A. Sivaraman, G. Porter, and K. Winstein. [n.d.]. Encoding, Fast and Slow: Low-Latency Video Processing Using Thousands of Tiny Threads. In USENIX Symposium on Networked Systems Design and Implementation. 363--376."},{"key":"e_1_3_2_1_33_1","unstructured":"M. Gabbrielli S. Giallorenzo I. Lanese F. Montesi M. Peressotti and S. P. Zingaro. 2019. No more no less - A formal model for serverless computing. The Computing Research Repository Vol. abs\/1903.07962 (2019).  M. Gabbrielli S. Giallorenzo I. Lanese F. Montesi M. Peressotti and S. P. Zingaro. 2019. No more no less - A formal model for serverless computing. The Computing Research Repository Vol. abs\/1903.07962 (2019)."},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"crossref","unstructured":"O. Gafni L. Wolf and Y. Taigman. 2019. Live Face De-Identification in Video. The Computing Research Repository Vol. abs\/1911.08348 (2019).  O. Gafni L. Wolf and Y. Taigman. 2019. Live Face De-Identification in Video. The Computing Research Repository Vol. abs\/1911.08348 (2019).","DOI":"10.1109\/ICCV.2019.00947"},{"key":"e_1_3_2_1_35_1","unstructured":"P. Garc\u00eda-L\u00f3pez M. S\u00e1nchez-Artigas S. Shillaker P. Pietzuch D. Breitgand G. Vernik P. Sutra T. Tarrant and A. J. Ferrer. 2019. ServerMix: Tradeoffs and Challenges of Serverless Data Analytics.  P. Garc\u00eda-L\u00f3pez M. S\u00e1nchez-Artigas S. Shillaker P. Pietzuch D. Breitgand G. Vernik P. Sutra T. Tarrant and A. J. Ferrer. 2019. ServerMix: Tradeoffs and Challenges of Serverless Data Analytics."},{"key":"e_1_3_2_1_36_1","volume-title":"Software protection and simulation on oblivious RAMs. JACM","author":"Goldreich Oded","year":"1996","unstructured":"Oded Goldreich and Rafail Ostrovsky . 1996. Software protection and simulation on oblivious RAMs. JACM ( 1996 ). Oded Goldreich and Rafail Ostrovsky. 1996. Software protection and simulation on oblivious RAMs. JACM (1996)."},{"key":"e_1_3_2_1_37_1","volume-title":"Comput. Surveys","volume":"50","author":"Gomes H. M.","year":"2017","unstructured":"H. M. Gomes , J. P. Barddal , F. Enembreck , and A. Bifet . 2017. A Survey on Ensemble Learning for Data Stream Classification . Comput. Surveys , Vol. 50 , 2, Article 23 ( March 2017 ), 23:1--23:36 pages. H. M. Gomes, J. P. Barddal, F. Enembreck, and A. Bifet. 2017. A Survey on Ensemble Learning for Data Stream Classification. Comput. Surveys, Vol. 50, 2, Article 23 (March 2017), 23:1--23:36 pages."},{"key":"e_1_3_2_1_38_1","volume-title":"Leases: An efficient fault-tolerant mechanism for distributed file cache consistency.","author":"Gray Cary","year":"1989","unstructured":"Cary Gray and David Cheriton . 1989 . Leases: An efficient fault-tolerant mechanism for distributed file cache consistency. Vol. 23 . ACM. Cary Gray and David Cheriton. 1989. Leases: An efficient fault-tolerant mechanism for distributed file cache consistency. Vol. 23. ACM."},{"volume-title":"Proceedings of the Thirty-sixth International Conference on Machine Learning .","author":"Gupta V.","key":"e_1_3_2_1_39_1","unstructured":"V. Gupta , S. Kadhe , T. Courtade , M. W. Mahoney , and K. Ramchandran . 2019. OverSketched Newton: Fast Convex Optimization for Serverless Systems . In Proceedings of the Thirty-sixth International Conference on Machine Learning . V. Gupta, S. Kadhe, T. Courtade, M. W. Mahoney, and K. Ramchandran. 2019. OverSketched Newton: Fast Convex Optimization for Serverless Systems. In Proceedings of the Thirty-sixth International Conference on Machine Learning ."},{"volume-title":"Proceedings of the International Conference on Internet of Things Design and Implementation. 225--236","author":"Hall A.","key":"e_1_3_2_1_40_1","unstructured":"A. Hall and U. Ramachandran . 2019. An Execution Model for Serverless Functions at the Edge . In Proceedings of the International Conference on Internet of Things Design and Implementation. 225--236 . A. Hall and U. Ramachandran. 2019. An Execution Model for Serverless Functions at the Edge. In Proceedings of the International Conference on Internet of Things Design and Implementation. 225--236."},{"key":"e_1_3_2_1_41_1","unstructured":"J. M. Hellerstein J. Faleiro J. E. Gonzalez J. Schleier-Smith V. Sreekanti A. Tumanov and C. Wu. 2018. Serverless computing: One step forward two steps back. arXiv:1812.03651 (2018).  J. M. Hellerstein J. Faleiro J. E. Gonzalez J. Schleier-Smith V. Sreekanti A. Tumanov and C. Wu. 2018. Serverless computing: One step forward two steps back. arXiv:1812.03651 (2018)."},{"volume-title":"Proceedings of the 8th USENIX Workshop on Hot Topics in Cloud Computing","author":"Hendrickson S.","key":"e_1_3_2_1_42_1","unstructured":"S. Hendrickson , S. Sturdevant , T. Harter , V. Venkataramani , A. C Arpaci-Dusseau , and R. H. Arpaci-Dusseau . 2016. Serverless computation with OpenLambda . In Proceedings of the 8th USENIX Workshop on Hot Topics in Cloud Computing . Denver, CO. https:\/\/github.com\/open-lambda\/open-lambda. S. Hendrickson, S. Sturdevant, T. Harter, V. Venkataramani, A. C Arpaci-Dusseau, and R. H. Arpaci-Dusseau. 2016. Serverless computation with OpenLambda. In Proceedings of the 8th USENIX Workshop on Hot Topics in Cloud Computing. Denver, CO. https:\/\/github.com\/open-lambda\/open-lambda."},{"volume-title":"10th USENIX Workshop on Hot Topics in Cloud Computing (HotCloud 18)","author":"Hong S.","key":"e_1_3_2_1_43_1","unstructured":"S. Hong , A. Srivastava , W. Shambrook , and T. Dumitras . 2018. Go Serverless: Securing Cloud via Serverless Design Patterns . In 10th USENIX Workshop on Hot Topics in Cloud Computing (HotCloud 18) . Boston, MA. S. Hong, A. Srivastava, W. Shambrook, and T. Dumitras. 2018. Go Serverless: Securing Cloud via Serverless Design Patterns. In 10th USENIX Workshop on Hot Topics in Cloud Computing (HotCloud 18). Boston, MA."},{"key":"e_1_3_2_1_44_1","doi-asserted-by":"crossref","unstructured":"L.-H. Hung D. Kumanov X. Niu W. Lloyd and K. Y. Yeung. 2019. Rapid RNA sequencing data analysis using serverless computing. bioRxiv (2019).  L.-H. Hung D. Kumanov X. Niu W. Lloyd and K. Y. Yeung. 2019. Rapid RNA sequencing data analysis using serverless computing. bioRxiv (2019).","DOI":"10.1101\/576199"},{"key":"e_1_3_2_1_45_1","volume-title":"ZooKeeper: Wait-free Coordination for Internet-scale Systems. In USENIX Technical Conference (ATC) .","author":"Hunt Patrick","year":"2010","unstructured":"Patrick Hunt , Mahadev Konar , Flavio Paiva Junqueira , and Benjamin Reed . 2010 . ZooKeeper: Wait-free Coordination for Internet-scale Systems. In USENIX Technical Conference (ATC) . Patrick Hunt, Mahadev Konar, Flavio Paiva Junqueira, and Benjamin Reed. 2010. ZooKeeper: Wait-free Coordination for Internet-scale Systems. In USENIX Technical Conference (ATC) ."},{"key":"e_1_3_2_1_46_1","doi-asserted-by":"crossref","unstructured":"M. Isard M. Budiu Y. Yu A. Birrell and D. Fetterly. 2007. Dryad: distributed data-parallel programs from sequential building blocks. In ACM SIGOPS operating systems review Vol. 41. 59--72.  M. Isard M. Budiu Y. Yu A. Birrell and D. Fetterly. 2007. Dryad: distributed data-parallel programs from sequential building blocks. In ACM SIGOPS operating systems review Vol. 41. 59--72.","DOI":"10.1145\/1272998.1273005"},{"key":"e_1_3_2_1_47_1","unstructured":"V. Ishakian V. Muthusamy and A. Slominski. 2017. Serving deep learning models in a serverless platform. The Computing Research Repository Vol. abs\/1710.08460 (2017).  V. Ishakian V. Muthusamy and A. Slominski. 2017. Serving deep learning models in a serverless platform. The Computing Research Repository Vol. abs\/1710.08460 (2017)."},{"key":"e_1_3_2_1_48_1","volume-title":"Proceedings of the SIGPLAN Conference on Object Oriented Programming, Systems, Languages, and Applications","volume":"3","author":"Jangda A.","year":"2019","unstructured":"A. Jangda , D. Pinckney , Y. Brun , and A. Guha . 2019. Formal Foundations of Serverless Computing . Proceedings of the SIGPLAN Conference on Object Oriented Programming, Systems, Languages, and Applications , Vol. 3 , Article 149 ( Oct. 2019 ), 149:1--149:26 pages. A. Jangda, D. Pinckney, Y. Brun, and A. Guha. 2019. Formal Foundations of Serverless Computing. Proceedings of the SIGPLAN Conference on Object Oriented Programming, Systems, Languages, and Applications, Vol. 3, Article 149 (Oct. 2019), 149:1--149:26 pages."},{"volume-title":"Proceedings of the Symposium on Cloud Computing. 445--451","author":"Jonas E.","key":"e_1_3_2_1_49_1","unstructured":"E. Jonas , Q. Pu , S. Venkataraman , I. Stoica , and B. Recht . 2017. Occupy the cloud: distributed computing for the 99% . In Proceedings of the Symposium on Cloud Computing. 445--451 . E. Jonas, Q. Pu, S. Venkataraman, I. Stoica, and B. Recht. 2017. Occupy the cloud: distributed computing for the 99%. In Proceedings of the Symposium on Cloud Computing. 445--451."},{"key":"e_1_3_2_1_50_1","volume-title":"Technical Report UCB\/EECS-2019--3. EECS Department","author":"Jonas E.","year":"2019","unstructured":"E. Jonas , J. Schleier-Smith , V. Sreekanti , C.-C. Tsai , A. Khandelwal , Q. Pu , V. Shankar , J. M. Carreira , K. Krauth , N. Yadwadkar , J. Gonzalez , R. A. Popa , I. Stoica , and D. A. Patterson . 2019 . Cloud Programming Simplified: A Berkeley View on Serverless Computing. Technical Report UCB\/EECS-2019--3. EECS Department , University of California, Berkeley . E. Jonas, J. Schleier-Smith, V. Sreekanti, C.-C. Tsai, A. Khandelwal, Q. Pu, V. Shankar, J. M. Carreira, K. Krauth, N. Yadwadkar, J. Gonzalez, R. A. Popa, I. Stoica, and D. A. Patterson. 2019. Cloud Programming Simplified: A Berkeley View on Serverless Computing. Technical Report UCB\/EECS-2019--3. EECS Department, University of California, Berkeley."},{"key":"e_1_3_2_1_51_1","volume-title":"The Computing Research Repository","volume":"1902","author":"Joy T. T.","year":"2019","unstructured":"T. T. Joy , S. Rana , S. Gupta , and S. Venkatesh . 2019. Fast Hyperparameter Tuning using Bayesian Optimization with Directional Derivatives . The Computing Research Repository , Vol. 1902 .02416 ( 2019 ). T. T. Joy, S. Rana, S. Gupta, and S. Venkatesh. 2019. Fast Hyperparameter Tuning using Bayesian Optimization with Directional Derivatives. The Computing Research Repository, Vol. 1902.02416 (2019)."},{"key":"e_1_3_2_1_52_1","volume-title":"Ripple: A Practical Declarative Programming Framework for Serverless Compute. The Computing Research Repository","author":"Joyner S.","year":"2020","unstructured":"S. Joyner , M. MacCoss , C. Delimitrou , and H. Weatherspoon . 2020 . Ripple: A Practical Declarative Programming Framework for Serverless Compute. The Computing Research Repository , Vol. abs\/ 2001 .00222 (2020). S. Joyner, M. MacCoss, C. Delimitrou, and H. Weatherspoon. 2020. Ripple: A Practical Declarative Programming Framework for Serverless Compute. The Computing Research Repository, Vol. abs\/2001.00222 (2020)."},{"key":"e_1_3_2_1_53_1","doi-asserted-by":"publisher","DOI":"10.1145\/35037.42182"},{"key":"e_1_3_2_1_54_1","doi-asserted-by":"publisher","DOI":"10.1162\/neco_a_01195"},{"key":"e_1_3_2_1_55_1","unstructured":"A. Kejariwal S. Kulkarni and K. Ramasamy. 2017. Real Time Analytics: Algorithms and Systems. The Computing Research Repository Vol. abs\/1708.02621 (2017).  A. Kejariwal S. Kulkarni and K. Ramasamy. 2017. Real Time Analytics: Algorithms and Systems. The Computing Research Repository Vol. abs\/1708.02621 (2017)."},{"key":"e_1_3_2_1_56_1","volume-title":"Iron: Isolating Network-based CPU in Container Environments. In iProceedings of the Symposium on Networked Systems Design and Implementation.","author":"Khalid J.","year":"2018","unstructured":"J. Khalid , E. Rozner , W. Felter , C. Xu , K. Rajamani , A. Ferreira , and A. Akella . 2018 . Iron: Isolating Network-based CPU in Container Environments. In iProceedings of the Symposium on Networked Systems Design and Implementation. Renton, WA , 313--328. J. Khalid, E. Rozner, W. Felter, C. Xu, K. Rajamani, A. Ferreira, and A. Akella. 2018. Iron: Isolating Network-based CPU in Container Environments. In iProceedings of the Symposium on Networked Systems Design and Implementation. Renton, WA, 313--328."},{"volume-title":"IEEE International Conference on Cloud Computing. 451--455","author":"Kim Y.","key":"e_1_3_2_1_57_1","unstructured":"Y. Kim and J. Lin . [n.d.]. Serverless data analytics with Flint . In IEEE International Conference on Cloud Computing. 451--455 . Y. Kim and J. Lin. [n.d.]. Serverless data analytics with Flint. In IEEE International Conference on Cloud Computing. 451--455."},{"key":"e_1_3_2_1_58_1","volume-title":"Real-Time Analytics with Pulsar Functions. (Nov","author":"Kjerrumgaard D.","year":"2018","unstructured":"D. Kjerrumgaard . 2018. Real-Time Analytics with Pulsar Functions. (Nov . 2018 ). https:\/\/streaml.io\/blog\/eda-real-time-analytics-with-pulsar-functions. D. Kjerrumgaard. 2018. Real-Time Analytics with Pulsar Functions. (Nov. 2018). https:\/\/streaml.io\/blog\/eda-real-time-analytics-with-pulsar-functions."},{"volume-title":"Proceedings of the USENIX Annual Technical Conference. 789--794","author":"Klimovic A.","key":"e_1_3_2_1_59_1","unstructured":"A. Klimovic , Y. Wang , C. Kozyrakis , P. Stuedi , J. Pfefferle , and A. Trivedi . 2018a. Understanding Ephemeral Storage for Serverless Analytics . In Proceedings of the USENIX Annual Technical Conference. 789--794 . A. Klimovic, Y. Wang, C. Kozyrakis, P. Stuedi, J. Pfefferle, and A. Trivedi. 2018a. Understanding Ephemeral Storage for Serverless Analytics. In Proceedings of the USENIX Annual Technical Conference. 789--794."},{"volume-title":"Proceedings of the USENIX Symposium on Operating Systems Design and Implementation. 427--444","author":"Klimovic A.","key":"e_1_3_2_1_60_1","unstructured":"A. Klimovic , Y. Wang , P. Stuedi , A. Trivedi , J. Pfefferle , and C. Kozyrakis . 2018b. Pocket: Elastic ephemeral storage for serverless analytics . In Proceedings of the USENIX Symposium on Operating Systems Design and Implementation. 427--444 . A. Klimovic, Y. Wang, P. Stuedi, A. Trivedi, J. Pfefferle, and C. Kozyrakis. 2018b. Pocket: Elastic ephemeral storage for serverless analytics. In Proceedings of the USENIX Symposium on Operating Systems Design and Implementation. 427--444."},{"volume-title":"Proceedings of the 16th Workshop on Hot Topics in Operating Systems. Whistler, BC, Canada, 169--173","author":"Koller R.","key":"e_1_3_2_1_61_1","unstructured":"R. Koller and D. Williams . 2017. Will Serverless End the Dominance of Linux in the Cloud? . In Proceedings of the 16th Workshop on Hot Topics in Operating Systems. Whistler, BC, Canada, 169--173 . R. Koller and D. Williams. 2017. Will Serverless End the Dominance of Linux in the Cloud?. In Proceedings of the 16th Workshop on Hot Topics in Operating Systems. Whistler, BC, Canada, 169--173."},{"key":"e_1_3_2_1_62_1","volume-title":"Federated Optimization: Distributed Machine Learning for On-Device Intelligence. The Computing Research Repository","author":"Koneucn\u00fd J.","year":"2016","unstructured":"J. Koneucn\u00fd , B. McMahan , D. Ramage , and P. Richt\u00e1rik . 2016 . Federated Optimization: Distributed Machine Learning for On-Device Intelligence. The Computing Research Repository , Vol. abs\/ 1610 .02527 (2016). J. Koneucn\u00fd, B. McMahan, D. Ramage, and P. Richt\u00e1rik. 2016. Federated Optimization: Distributed Machine Learning for On-Device Intelligence. The Computing Research Repository, Vol. abs\/1610.02527 (2016)."},{"volume-title":"Proceedings of the 4th ACM Conference on Information-Centric Networking","author":"Kr\u00f3l M.","key":"e_1_3_2_1_63_1","unstructured":"M. Kr\u00f3l and I. Psaras . 2017. NFaaS: Named Function As a Service . In Proceedings of the 4th ACM Conference on Information-Centric Networking . Berlin, Germany, 134--144. M. Kr\u00f3l and I. Psaras. 2017. NFaaS: Named Function As a Service. In Proceedings of the 4th ACM Conference on Information-Centric Networking. Berlin, Germany, 134--144."},{"key":"e_1_3_2_1_64_1","unstructured":"D. Kumanov L.-H. Hung W. Lloyd and K. Y. Yeung. 2018. Serverless computing provides on-demand high performance computing for biomedical research. The Computing Research Repository Vol. abs\/1807.11659 (2018).  D. Kumanov L.-H. Hung W. Lloyd and K. Y. Yeung. 2018. Serverless computing provides on-demand high performance computing for biomedical research. The Computing Research Repository Vol. abs\/1807.11659 (2018)."},{"volume-title":"Proceedings of the 27th ACM Symposium on Operating Systems Principles. Huntsville","author":"Lazar D.","key":"e_1_3_2_1_65_1","unstructured":"D. Lazar , Y. Gilad , and N. Zeldovich . 2019. Yodel: Strong Metadata Security for Voice Calls . In Proceedings of the 27th ACM Symposium on Operating Systems Principles. Huntsville , Ontario, Canada, 211--224. D. Lazar, Y. Gilad, and N. Zeldovich. 2019. Yodel: Strong Metadata Security for Voice Calls. In Proceedings of the 27th ACM Symposium on Operating Systems Principles. Huntsville, Ontario, Canada, 211--224."},{"key":"e_1_3_2_1_66_1","volume-title":"Nucleic Acids Research","volume":"47","author":"Lee B. D.","year":"2019","unstructured":"B. D. Lee , M. A. Timony , and P. Ruiz . 2019. DNAvisualization.org: a serverless web tool for DNA sequence visualization . Nucleic Acids Research , Vol. 47 , W1 (6 2019 ), W20--W25. B. D. Lee, M. A. Timony, and P. Ruiz. 2019. DNAvisualization.org: a serverless web tool for DNA sequence visualization. Nucleic Acids Research, Vol. 47, W1 (6 2019), W20--W25."},{"key":"e_1_3_2_1_67_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2017.2736066"},{"key":"e_1_3_2_1_68_1","volume-title":"IVY: A Shared Virtual Memory System for Parallel Computing. ICPP (2)","author":"Li Kai","year":"1988","unstructured":"Kai Li . 1988 . IVY: A Shared Virtual Memory System for Parallel Computing. ICPP (2) , Vol. 88 (1988), 94. Kai Li. 1988. IVY: A Shared Virtual Memory System for Parallel Computing. ICPP (2), Vol. 88 (1988), 94."},{"key":"e_1_3_2_1_69_1","unstructured":"L. Li K. G. Jamieson A. Rostamizadeh E. Gonina M. Hardt B. Recht and A. Talwalkar. 2018. Massively Parallel Hyperparameter Tuning. The Computing Research Repository Vol. abs\/1810.05934 (2018).  L. Li K. G. Jamieson A. Rostamizadeh E. Gonina M. Hardt B. Recht and A. Talwalkar. 2018. Massively Parallel Hyperparameter Tuning. The Computing Research Repository Vol. abs\/1810.05934 (2018)."},{"volume-title":"Proceedings of the Symposium on Networked Systems Design and Implementation","author":"Lim H.","key":"e_1_3_2_1_70_1","unstructured":"H. Lim , D. Han , D. G. Andersen , and M. Kaminsky . 2014. MICA: A Holistic Approach to Fast In-memory Key-value Storage . In Proceedings of the Symposium on Networked Systems Design and Implementation . Seattle, WA, 429--444. H. Lim, D. Han, D. G. Andersen, and M. Kaminsky. 2014. MICA: A Holistic Approach to Fast In-memory Key-value Storage. In Proceedings of the Symposium on Networked Systems Design and Implementation. Seattle, WA, 429--444."},{"volume-title":"Proceedings of the Symposium on Networked Systems Design and Implementation. 439--453","author":"Lin W.","key":"e_1_3_2_1_71_1","unstructured":"W. Lin , Z. Qian , J. Xu , S. Yang , J. Zhou , and L. Zhou . 2016. Streamscope: continuous reliable distributed processing of big data streams . In Proceedings of the Symposium on Networked Systems Design and Implementation. 439--453 . W. Lin, Z. Qian, J. Xu, S. Yang, J. Zhou, and L. Zhou. 2016. Streamscope: continuous reliable distributed processing of big data streams. In Proceedings of the Symposium on Networked Systems Design and Implementation. 439--453."},{"key":"e_1_3_2_1_72_1","volume-title":"Proceedings of the IEEE\/ACM International Conference on Utility and Cloud Computing Companion. 148--153","author":"L\u00f3pez Pedro Garcia","year":"2018","unstructured":"Pedro Garcia L\u00f3pez , Marc S\u00e1nchez-Artigas , Gerard Par'is , Daniel Barcelona Pons , \u00c1lvaro Ruiz Ollobarren , and David Arroyo Pinto . 2018 . Comparison of FaaS Orchestration Systems . In Proceedings of the IEEE\/ACM International Conference on Utility and Cloud Computing Companion. 148--153 . Pedro Garcia L\u00f3pez, Marc S\u00e1nchez-Artigas, Gerard Par'is, Daniel Barcelona Pons, \u00c1lvaro Ruiz Ollobarren, and David Arroyo Pinto. 2018. Comparison of FaaS Orchestration Systems. In Proceedings of the IEEE\/ACM International Conference on Utility and Cloud Computing Companion. 148--153."},{"key":"e_1_3_2_1_73_1","unstructured":"S. Ma L. Cui D. Dai F. Wei and X. Sun. 2018. LiveBot: Generating Live Video Comments Based on Visual and Textual Contexts. The Computing Research Repository Vol. abs\/1809.04938 (2018).  S. Ma L. Cui D. Dai F. Wei and X. Sun. 2018. LiveBot: Generating Live Video Comments Based on Visual and Textual Contexts. The Computing Research Repository Vol. abs\/1809.04938 (2018)."},{"volume-title":"Proceedings of the 18th International Conference on Architectural Support for Programming Languages and Operating Systems. 461--472","author":"Madhavapeddy A.","key":"e_1_3_2_1_74_1","unstructured":"A. Madhavapeddy , R. Mortier , C. Rotsos , D. Scott , B. Singh , T. Gazagnaire , S. Smith , S. Hand , and J. Crowcroft . 2013. Unikernels: Library Operating Systems for the Cloud . In Proceedings of the 18th International Conference on Architectural Support for Programming Languages and Operating Systems. 461--472 . A. Madhavapeddy, R. Mortier, C. Rotsos, D. Scott, B. Singh, T. Gazagnaire, S. Smith, S. Hand, and J. Crowcroft. 2013. Unikernels: Library Operating Systems for the Cloud. In Proceedings of the 18th International Conference on Architectural Support for Programming Languages and Operating Systems. 461--472."},{"key":"e_1_3_2_1_75_1","unstructured":"M. Malawski A. Gajek A. Zima B. Balis and K. Figiela. 2017. Serverless execution of scientific workflows: Experiments with HyperFlow AWS Lambda and Google Cloud Functions. Future Generation Computer Systems (Nov. 2017).  M. Malawski A. Gajek A. Zima B. Balis and K. Figiela. 2017. Serverless execution of scientific workflows: Experiments with HyperFlow AWS Lambda and Google Cloud Functions. Future Generation Computer Systems (Nov. 2017)."},{"volume-title":"Proceedings of the ACM SIGMOD International Conference on Management of data. 135--146","author":"Malewicz G.","key":"e_1_3_2_1_76_1","unstructured":"G. Malewicz , M. H Austern , A. J. C. Bik , J. C. Dehnert , I. Horn , N. Leiser , and G. Czajkowski . 2010a. Pregel: a system for large-scale graph processing . In Proceedings of the ACM SIGMOD International Conference on Management of data. 135--146 . G. Malewicz, M. H Austern, A. J. C. Bik, J. C. Dehnert, I. Horn, N. Leiser, and G. Czajkowski. 2010a. Pregel: a system for large-scale graph processing. In Proceedings of the ACM SIGMOD International Conference on Management of data. 135--146."},{"volume-title":"Proceedings of the 2010 ACM SIGMOD International Conference on Management of Data","author":"Malewicz G.","key":"e_1_3_2_1_77_1","unstructured":"G. Malewicz , M. H. Austern , A. J. C. Bik , J. C. Dehnert , I. Horn , N. Leiser , and G. Czajkowski . 2010b. Pregel: A System for Large-scale Graph Processing . In Proceedings of the 2010 ACM SIGMOD International Conference on Management of Data . Indianapolis, IN, 135--146. G. Malewicz, M. H. Austern, A. J. C. Bik, J. C. Dehnert, I. Horn, N. Leiser, and G. Czajkowski. 2010b. Pregel: A System for Large-scale Graph Processing. In Proceedings of the 2010 ACM SIGMOD International Conference on Management of Data. Indianapolis, IN, 135--146."},{"volume-title":"Proceedings of the 26th Symposium on Operating Systems Principles","author":"Manco F.","key":"e_1_3_2_1_78_1","unstructured":"F. Manco , C. Lupu , F. Schmidt , J. Mendes , S. Kuenzer , S. Sati , K. Yasukata , C. Raiciu , and F. Huici . 2017. My VM is Lighter (and Safer) Than Your Container . In Proceedings of the 26th Symposium on Operating Systems Principles . Shanghai, China, 218--233. F. Manco, C. Lupu, F. Schmidt, J. Mendes, S. Kuenzer, S. Sati, K. Yasukata, C. Raiciu, and F. Huici. 2017. My VM is Lighter (and Safer) Than Your Container. In Proceedings of the 26th Symposium on Operating Systems Principles. Shanghai, China, 218--233."},{"key":"e_1_3_2_1_79_1","doi-asserted-by":"publisher","DOI":"10.1145\/2627692.2627694"},{"key":"e_1_3_2_1_80_1","volume-title":"Federated Learning: Collaborative Machine Learning without Centralized Training Data.","author":"McMahan B.","year":"2017","unstructured":"B. McMahan and D. Ramag . 2017 . Federated Learning: Collaborative Machine Learning without Centralized Training Data. (2017). https:\/\/ai.googleblog.com\/2017\/04\/federated-learning-collaborative.html. B. McMahan and D. Ramag. 2017. Federated Learning: Collaborative Machine Learning without Centralized Training Data. (2017). https:\/\/ai.googleblog.com\/2017\/04\/federated-learning-collaborative.html."},{"key":"e_1_3_2_1_81_1","unstructured":"B. Mirzasoleiman J. A. Bilmes and J. Leskovec. 2019. Data Sketching for Faster Training of Machine Learning Models. The Computing Research Repository Vol. abs\/1906.01827 (2019).  B. Mirzasoleiman J. A. Bilmes and J. Leskovec. 2019. Data Sketching for Faster Training of Machine Learning Models. The Computing Research Repository Vol. abs\/1906.01827 (2019)."},{"volume-title":"Proceedings of the Symposium on Operating Systems Design and Implementation. 561--577","author":"Moritz P.","key":"e_1_3_2_1_82_1","unstructured":"P. Moritz , R. Nishihara , S. Wang , A. Tumanov , R. Liaw , E. Liang , M. Elibol , Z. Yang , W. Paul , M. I. Jordan , and I. Stoica . 2018. Ray: A Distributed Framework for Emerging AI Applications . In Proceedings of the Symposium on Operating Systems Design and Implementation. 561--577 . P. Moritz, R. Nishihara, S. Wang, A. Tumanov, R. Liaw, E. Liang, M. Elibol, Z. Yang, W. Paul, M. I. Jordan, and I. Stoica. 2018. Ray: A Distributed Framework for Emerging AI Applications. In Proceedings of the Symposium on Operating Systems Design and Implementation. 561--577."},{"key":"e_1_3_2_1_83_1","doi-asserted-by":"publisher","DOI":"10.1561\/0400000002"},{"key":"e_1_3_2_1_84_1","unstructured":"A. Nair P. Srinivasan S. Blackwell C. Alcicek R. Fearon A. D. Maria V. Panneershelvam M. Suleyman C. Beattie S. Petersen S. Legg V. Mnih K. Kavukcuoglu and D. Silver. 2015. Massively Parallel Methods for Deep Reinforcement Learning. The Computing Research Repository Vol. abs\/1507.04296 (2015).  A. Nair P. Srinivasan S. Blackwell C. Alcicek R. Fearon A. D. Maria V. Panneershelvam M. Suleyman C. Beattie S. Petersen S. Legg V. Mnih K. Kavukcuoglu and D. Silver. 2015. Massively Parallel Methods for Deep Reinforcement Learning. The Computing Research Repository Vol. abs\/1507.04296 (2015)."},{"volume-title":"Proceedings of the 10th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics","author":"Niu X.","key":"e_1_3_2_1_85_1","unstructured":"X. Niu , D. Kumanov , L.-H. Hung , W. Lloyd , and K. Y. Yeung . 2019. Leveraging Serverless Computing to Improve Performance for Sequence Comparison . In Proceedings of the 10th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics . Niagara Falls, NY, 683--687. X. Niu, D. Kumanov, L.-H. Hung, W. Lloyd, and K. Y. Yeung. 2019. Leveraging Serverless Computing to Improve Performance for Sequence Comparison. In Proceedings of the 10th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics. Niagara Falls, NY, 683--687."},{"key":"e_1_3_2_1_86_1","doi-asserted-by":"publisher","DOI":"10.1145\/1713254.1713276"},{"key":"e_1_3_2_1_87_1","volume-title":"2018 Serverless Community Survey: huge growth in serverless usage. (Aug","author":"Passwater A.","year":"2018","unstructured":"A. Passwater . 2018. 2018 Serverless Community Survey: huge growth in serverless usage. (Aug . 2018 ). https:\/\/serverless.com\/blog\/2018-serverless-community-survey-huge-growth-usage\/. A. Passwater. 2018. 2018 Serverless Community Survey: huge growth in serverless usage. (Aug. 2018). https:\/\/serverless.com\/blog\/2018-serverless-community-survey-huge-growth-usage\/."},{"key":"e_1_3_2_1_88_1","volume-title":"The Computing Research Repository","author":"Phillips J. M.","year":"2016","unstructured":"J. M. Phillips . 2016. Coresets and Sketches . The Computing Research Repository , Vol. abs\/ 1601 .00617 ( 2016 ). J. M. Phillips. 2016. Coresets and Sketches. The Computing Research Repository, Vol. abs\/1601.00617 (2016)."},{"key":"e_1_3_2_1_89_1","unstructured":"W. Ping K. Peng A. Gibiansky S. \u00d6. Arik A. Kannan S. Narang J. Raiman and J. Miller. 2017. Deep Voice 3: Scaling Text-to-Speech with Convolutional Sequence Learning. The Computing Research Repository Vol. abs\/1710.07654 (2017).  W. Ping K. Peng A. Gibiansky S. \u00d6. Arik A. Kannan S. Narang J. Raiman and J. Miller. 2017. Deep Voice 3: Scaling Text-to-Speech with Convolutional Sequence Learning. The Computing Research Repository Vol. abs\/1710.07654 (2017)."},{"key":"e_1_3_2_1_90_1","doi-asserted-by":"crossref","unstructured":"D. Pinto J. P. Dias and H. S. Ferreira. 2018. Dynamic Allocation of Serverless Functions in IoT Environments. The Computing Research Repository Vol. abs\/1807.03755 (2018).  D. Pinto J. P. Dias and H. S. Ferreira. 2018. Dynamic Allocation of Serverless Functions in IoT Environments. The Computing Research Repository Vol. abs\/1807.03755 (2018).","DOI":"10.1109\/EUC.2018.00008"},{"volume-title":"Proceedings of the 16th USENIX Symposium on Networked Systems Design and Implementation. 193--206","author":"Pu Q.","key":"e_1_3_2_1_91_1","unstructured":"Q. Pu , S. Venkataraman , and I. Stoica . 2019. Shuffling, fast and slow: scalable analytics on serverless infrastructure . In Proceedings of the 16th USENIX Symposium on Networked Systems Design and Implementation. 193--206 . Q. Pu, S. Venkataraman, and I. Stoica. 2019. Shuffling, fast and slow: scalable analytics on serverless infrastructure. In Proceedings of the 16th USENIX Symposium on Networked Systems Design and Implementation. 193--206."},{"key":"e_1_3_2_1_92_1","doi-asserted-by":"crossref","unstructured":"A. Rinberg A. Spiegelman E. Bortnikov E. Hillel I. Keidar L. Rhodes and H. Serviansky. 2019. Fast Concurrent Data Sketches. The Computing Research Repository Vol. abs\/1902.10995 (2019).  A. Rinberg A. Spiegelman E. Bortnikov E. Hillel I. Keidar L. Rhodes and H. Serviansky. 2019. Fast Concurrent Data Sketches. The Computing Research Repository Vol. abs\/1902.10995 (2019).","DOI":"10.1145\/3293611.3331567"},{"key":"e_1_3_2_1_93_1","doi-asserted-by":"publisher","DOI":"10.1145\/3284028.3284029"},{"key":"e_1_3_2_1_94_1","unstructured":"Mark Seaborn and Thomas Dullien. [n.d.]. Exploiting the DRAM rowhammer bug to gain kernel privileges. \"https:\/\/www.blackhat.com\/docs\/us-15\/materials\/us-15-Seaborn-Exploiting-The-DRAM-Rowhammer-Bug-To-Gain-Kernel-Privileges.pdf\" .  Mark Seaborn and Thomas Dullien. [n.d.]. Exploiting the DRAM rowhammer bug to gain kernel privileges. \"https:\/\/www.blackhat.com\/docs\/us-15\/materials\/us-15-Seaborn-Exploiting-The-DRAM-Rowhammer-Bug-To-Gain-Kernel-Privileges.pdf\" ."},{"volume-title":"Proceedings of the Twenty-Fourth International Conference on Architectural Support for Programming Languages and Operating Systems","author":"Shen Z.","key":"e_1_3_2_1_95_1","unstructured":"Z. Shen , Z. Sun , G.-E. Sela , E. Bagdasaryan , C. Delimitrou , R. Van Renesse , and H. Weatherspoon . 2019. X-Containers: Breaking Down Barriers to Improve Performance and Isolation of Cloud-Native Containers . In Proceedings of the Twenty-Fourth International Conference on Architectural Support for Programming Languages and Operating Systems . Providence, RI, 121--135. Z. Shen, Z. Sun, G.-E. Sela, E. Bagdasaryan, C. Delimitrou, R. Van Renesse, and H. Weatherspoon. 2019. X-Containers: Breaking Down Barriers to Improve Performance and Isolation of Cloud-Native Containers. In Proceedings of the Twenty-Fourth International Conference on Architectural Support for Programming Languages and Operating Systems. Providence, RI, 121--135."},{"key":"e_1_3_2_1_96_1","doi-asserted-by":"crossref","unstructured":"S. Sievert. 2019. Better and faster hyperparameter optimization with Dask. (2019). https:\/\/blog.dask.org\/2019\/09\/30\/dask-hyperparam-opt.  S. Sievert. 2019. Better and faster hyperparameter optimization with Dask. (2019). https:\/\/blog.dask.org\/2019\/09\/30\/dask-hyperparam-opt.","DOI":"10.25080\/Majora-a6455521-001"},{"key":"e_1_3_2_1_97_1","volume-title":"Data Stream Clustering: A Survey. Comput. Surveys","volume":"46","author":"Silva J. A.","year":"2013","unstructured":"J. A. Silva , E. R. Faria , R. C. Barros , E. R. Hruschka , A. C. P. L. F. de Carvalho , and J. Gama . 2013 . Data Stream Clustering: A Survey. Comput. Surveys , Vol. 46 , 1, Article 13 ( July 2013 ), 13:1--13:31 pages. J. A. Silva, E. R. Faria, R. C. Barros, E. R. Hruschka, A. C. P. L. F. de Carvalho, and J. Gama. 2013. Data Stream Clustering: A Survey. Comput. Surveys, Vol. 46, 1, Article 13 (July 2013), 13:1--13:31 pages."},{"key":"e_1_3_2_1_98_1","volume-title":"2019 a. Archipelago: A Scalable Low-Latency Serverless Platform. The Computing Research Repository","author":"Singhvi A.","year":"2019","unstructured":"A. Singhvi , K. Houck , A. Balasubramanian , M. D. Shaikh , S. Venkataraman , and A. Akella . 2019 a. Archipelago: A Scalable Low-Latency Serverless Platform. The Computing Research Repository , Vol. abs\/ 1911 .09849 ( 2019 ). A. Singhvi, K. Houck, A. Balasubramanian, M. D. Shaikh, S. Venkataraman, and A. Akella. 2019 a. Archipelago: A Scalable Low-Latency Serverless Platform. The Computing Research Repository, Vol. abs\/1911.09849 (2019)."},{"key":"e_1_3_2_1_99_1","volume-title":"2019 b. SNF: Serverless Network Functions. The Computing Research Repository","author":"Singhvi A.","year":"2019","unstructured":"A. Singhvi , J. Khalid , A. Akella , and S. Banerjee . 2019 b. SNF: Serverless Network Functions. The Computing Research Repository , Vol. abs\/ 1910 .07700 ( 2019 ). A. Singhvi, J. Khalid, A. Akella, and S. Banerjee. 2019 b. SNF: Serverless Network Functions. The Computing Research Repository, Vol. abs\/1910.07700 (2019)."},{"key":"e_1_3_2_1_100_1","doi-asserted-by":"publisher","DOI":"10.1145\/2213836.2213945"},{"key":"e_1_3_2_1_101_1","unstructured":"J. Snoek H. Larochelle R. P. AdamsM. Gabbrielli S. Giallorenzo I. Lanese F. Montesi M. Peressotti and S. P. Zingaro. [n.d.]. ( [n. d.]).  J. Snoek H. Larochelle R. P. AdamsM. Gabbrielli S. Giallorenzo I. Lanese F. Montesi M. Peressotti and S. P. Zingaro. [n.d.]. ( [n. d.])."},{"key":"e_1_3_2_1_102_1","volume-title":"Proceedings of the 2Nd ACM SIGOPS\/EuroSys European Conference on Computer Systems","author":"Soltesz S.","year":"2007","unstructured":"S. Soltesz , H. P\u00f6tzl , M. E. Fiuczynski , A. Bavier , and L. Peterson . 2007. Container-based Operating System Virtualization: A Scalable, High-performance Alternative to Hypervisors . In Proceedings of the 2Nd ACM SIGOPS\/EuroSys European Conference on Computer Systems 2007 . Lisbon, Portugal, 275--287. S. Soltesz, H. P\u00f6tzl, M. E. Fiuczynski, A. Bavier, and L. Peterson. 2007. Container-based Operating System Virtualization: A Scalable, High-performance Alternative to Hypervisors. In Proceedings of the 2Nd ACM SIGOPS\/EuroSys European Conference on Computer Systems 2007. Lisbon, Portugal, 275--287."},{"key":"e_1_3_2_1_103_1","doi-asserted-by":"publisher","DOI":"10.14778\/3407790.3407836"},{"key":"e_1_3_2_1_104_1","volume-title":"Elaine Shi, Christopher Fletcher, Ling Ren, Xiangyao Yu, and Srinivas Devadas.","author":"Stefanov Emil","year":"2013","unstructured":"Emil Stefanov , Marten Van Dijk , Elaine Shi, Christopher Fletcher, Ling Ren, Xiangyao Yu, and Srinivas Devadas. 2013 . Path ORAM: an extremely simple oblivious RAM protocol. In CCS . Emil Stefanov, Marten Van Dijk, Elaine Shi, Christopher Fletcher, Ling Ren, Xiangyao Yu, and Srinivas Devadas. 2013. Path ORAM: an extremely simple oblivious RAM protocol. In CCS ."},{"key":"e_1_3_2_1_105_1","doi-asserted-by":"publisher","DOI":"10.1007\/BF02165411"},{"key":"e_1_3_2_1_106_1","volume-title":"On the Depth of Deep Neural Networks: A Theoretical View. The Computing Research Repository","author":"Sun S.","year":"2015","unstructured":"S. Sun , W. Chen , L. Wang , X. Liu , and T.-Y. Liu . 2015. On the Depth of Deep Neural Networks: A Theoretical View. The Computing Research Repository , Vol. abs\/ 1506 .05232 ( 2015 ). S. Sun, W. Chen, L. Wang, X. Liu, and T.-Y. Liu. 2015. On the Depth of Deep Neural Networks: A Theoretical View. The Computing Research Repository, Vol. abs\/1506.05232 (2015)."},{"key":"e_1_3_2_1_107_1","doi-asserted-by":"publisher","DOI":"10.14778\/2809974.2809983"},{"volume-title":"Proceedings of the 18th International Symposium on Parallel and Distributed Computing. 66--73","author":"Toader L.","key":"e_1_3_2_1_108_1","unstructured":"L. Toader , A. Uta , A. Musaafir , and A. Iosup . 2019. Graphless: Toward Serverless Graph Processing . In Proceedings of the 18th International Symposium on Parallel and Distributed Computing. 66--73 . L. Toader, A. Uta, A. Musaafir, and A. Iosup. 2019. Graphless: Toward Serverless Graph Processing. In Proceedings of the 18th International Symposium on Parallel and Distributed Computing. 66--73."},{"volume-title":"Proceedings of the IEEE International Conference on Cluster Computing. 381--391","author":"Uta A.","key":"e_1_3_2_1_109_1","unstructured":"A. Uta , S. Au , A. Ilyushkin , and A. Iosup . 2018. Elasticity in Graph Analytics? A Benchmarking Framework for Elastic Graph Processing . In Proceedings of the IEEE International Conference on Cluster Computing. 381--391 . A. Uta, S. Au, A. Ilyushkin, and A. Iosup. 2018. Elasticity in Graph Analytics? A Benchmarking Framework for Elastic Graph Processing. In Proceedings of the IEEE International Conference on Cluster Computing. 381--391."},{"volume-title":"Proceedings of the 25th Symposium on Operating Systems Principles","author":"van den Hooff J.","key":"e_1_3_2_1_110_1","unstructured":"J. van den Hooff , D. Lazar , M. Zaharia , and N. Zeldovich . 2015. Vuvuzela: Scalable Private Messaging Resistant to Traffic Analysis . In Proceedings of the 25th Symposium on Operating Systems Principles . Monterey, CA, 137--152. J. van den Hooff, D. Lazar, M. Zaharia, and N. Zeldovich. 2015. Vuvuzela: Scalable Private Messaging Resistant to Traffic Analysis. In Proceedings of the 25th Symposium on Operating Systems Principles. Monterey, CA, 137--152."},{"key":"e_1_3_2_1_111_1","doi-asserted-by":"publisher","DOI":"10.1109\/MIC.2018.053681358"},{"key":"e_1_3_2_1_112_1","doi-asserted-by":"publisher","DOI":"10.1145\/2741948.2741964"},{"key":"e_1_3_2_1_113_1","volume-title":"Serverless Networking is the next step in the evolution of serverless. (Oct","author":"Wagner T.","year":"2019","unstructured":"T. Wagner . 2019. Serverless Networking is the next step in the evolution of serverless. (Oct . 2019 ). https:\/\/read.acloud.guru\/https-medium-com-timawagner-serverless-networking-the-next-step-in-serverless-evolution-95bc8adaa904. T. Wagner. 2019. Serverless Networking is the next step in the evolution of serverless. (Oct. 2019). https:\/\/read.acloud.guru\/https-medium-com-timawagner-serverless-networking-the-next-step-in-serverless-evolution-95bc8adaa904."},{"key":"e_1_3_2_1_114_1","unstructured":"A. Wang H. Zhou W. Xu and X. Chen. 2017. Deep Neural Network Capacity. The Computing Research Repository Vol. abs\/1708.05029 (2017).  A. Wang H. Zhou W. Xu and X. Chen. 2017. Deep Neural Network Capacity. The Computing Research Repository Vol. abs\/1708.05029 (2017)."},{"volume-title":"Proceedings of the USENIX Annual Technical Conference","author":"Wang L.","key":"e_1_3_2_1_115_1","unstructured":"L. Wang , M. Li , Y. Zhang , T. Ristenpart , and M. Swift . 2018. Peeking Behind the Curtains of Serverless Platforms . In Proceedings of the USENIX Annual Technical Conference . Boston, MA, 133--146. L. Wang, M. Li, Y. Zhang, T. Ristenpart, and M. Swift. 2018. Peeking Behind the Curtains of Serverless Platforms. In Proceedings of the USENIX Annual Technical Conference. Boston, MA, 133--146."},{"volume-title":"Proceedings of the IEEE International Conference on Big Data. 358--365","author":"Werner S.","key":"e_1_3_2_1_116_1","unstructured":"S. Werner , J. Kuhlenkamp , M. Klems , J. M\u00fcller , and S. Tai . 2018. Serverless Big Data Processing using Matrix Multiplication as Example . In Proceedings of the IEEE International Conference on Big Data. 358--365 . S. Werner, J. Kuhlenkamp, M. Klems, J. M\u00fcller, and S. Tai. 2018. Serverless Big Data Processing using Matrix Multiplication as Example. In Proceedings of the IEEE International Conference on Big Data. 358--365."},{"key":"e_1_3_2_1_117_1","doi-asserted-by":"publisher","DOI":"10.1145\/3318216.3363314"},{"key":"e_1_3_2_1_118_1","unstructured":"Z. Xiong X.-Y. Liu S. Zhong H. Yang and A. Elwalid. 2018. Practical Deep Reinforcement Learning Approach for Stock Trading. The Computing Research Repository Vol. abs\/1811.07522 (2018).  Z. Xiong X.-Y. Liu S. Zhong H. Yang and A. Elwalid. 2018. Practical Deep Reinforcement Learning Approach for Stock Trading. The Computing Research Repository Vol. abs\/1811.07522 (2018)."},{"key":"e_1_3_2_1_119_1","first-page":"1","article-title":"Building a Chatbot with Serverless Computing. In Proceedings of the 1st International Workshop on Mashups of Things and APIs. Trento","volume":"5","author":"Yan M.","year":"2016","unstructured":"M. Yan , P. Castro , P. Cheng , and V. Ishakian . 2016 . Building a Chatbot with Serverless Computing. In Proceedings of the 1st International Workshop on Mashups of Things and APIs. Trento , Italy , 5 : 1 -- 5 :4. M. Yan, P. Castro, P. Cheng, and V. Ishakian. 2016. Building a Chatbot with Serverless Computing. In Proceedings of the 1st International Workshop on Mashups of Things and APIs. Trento, Italy, 5:1--5:4.","journal-title":"Italy"},{"volume-title":"Proceedings of the ACM Symposium on Operating Systems Principles","author":"Zaharia M.","key":"e_1_3_2_1_120_1","unstructured":"M. Zaharia , T. Das , H. Li , T. Hunter , S. Shenker , and I. Stoica . 2013. Discretized Streams: Fault-tolerant Streaming Computation at Scale . In Proceedings of the ACM Symposium on Operating Systems Principles . Farminton, PA, 423--438. M. Zaharia, T. Das, H. Li, T. Hunter, S. Shenker, and I. Stoica. 2013. Discretized Streams: Fault-tolerant Streaming Computation at Scale. In Proceedings of the ACM Symposium on Operating Systems Principles. Farminton, PA, 423--438."},{"volume-title":"Proceedings of the IEEE 12th International Conference on Cloud Computing. 404--408","author":"Zhang M.","key":"e_1_3_2_1_121_1","unstructured":"M. Zhang , C. Krintz , M. Mock , and R. Wolski . 2019. Seneca: Fast and Low Cost Hyperparameter Search for Machine Learning Models . In Proceedings of the IEEE 12th International Conference on Cloud Computing. 404--408 . M. Zhang, C. Krintz, M. Mock, and R. Wolski. 2019. Seneca: Fast and Low Cost Hyperparameter Search for Machine Learning Models. In Proceedings of the IEEE 12th International Conference on Cloud Computing. 404--408."},{"volume-title":"Proceedings of the 29th ACM Workshop on Network and Operating Systems Support for Digital Audio and Video","author":"Zhang M.","key":"e_1_3_2_1_122_1","unstructured":"M. Zhang , Y. Zhu , C. Zhang , and J. Liu . 2019. Video Processing with Serverless Computing: A Measurement Study . In Proceedings of the 29th ACM Workshop on Network and Operating Systems Support for Digital Audio and Video . Amherst, MA, 61--66. M. Zhang, Y. Zhu, C. Zhang, and J. Liu. 2019. Video Processing with Serverless Computing: A Measurement Study. In Proceedings of the 29th ACM Workshop on Network and Operating Systems Support for Digital Audio and Video. Amherst, MA, 61--66."},{"volume-title":"Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining","author":"Zhao J.","key":"e_1_3_2_1_123_1","unstructured":"J. Zhao , G. Qiu , Z. Guan , W. Zhao , and X. He . 2018. Deep Reinforcement Learning for Sponsored Search Real-time Bidding . In Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining . London, UK, 1021--1030. J. Zhao, G. Qiu, Z. Guan, W. Zhao, and X. He. 2018. Deep Reinforcement Learning for Sponsored Search Real-time Bidding. In Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining. London, UK, 1021--1030."},{"key":"e_1_3_2_1_124_1","doi-asserted-by":"crossref","unstructured":"C. Zhong M. C. Gursoy and S. Velipasalar. 2019. Deep Actor-Critic Reinforcement Learning for Anomaly Detection. The Computing Research Repository Vol. abs\/1908.10755 (2019).  C. Zhong M. C. Gursoy and S. Velipasalar. 2019. Deep Actor-Critic Reinforcement Learning for Anomaly Detection. The Computing Research Repository Vol. abs\/1908.10755 (2019).","DOI":"10.1109\/GLOBECOM38437.2019.9013223"}],"event":{"name":"SIGMOD\/PODS '20: International Conference on Management of Data","sponsor":["SIGMOD ACM Special Interest Group on Management of Data"],"location":"Portland OR USA","acronym":"SIGMOD\/PODS '20"},"container-title":["Proceedings of the 2020 ACM SIGMOD International Conference on Management of Data"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3318464.3383130","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3318464.3383130","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T22:38:23Z","timestamp":1750199903000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3318464.3383130"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,5,31]]},"references-count":124,"alternative-id":["10.1145\/3318464.3383130","10.1145\/3318464"],"URL":"https:\/\/doi.org\/10.1145\/3318464.3383130","relation":{},"subject":[],"published":{"date-parts":[[2020,5,31]]},"assertion":[{"value":"2020-05-31","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}