{"id":27,"date":"2019-12-09T15:59:56","date_gmt":"2019-12-09T20:59:56","guid":{"rendered":"https:\/\/sites.bu.edu\/heecma\/?page_id=27"},"modified":"2023-02-24T13:42:57","modified_gmt":"2023-02-24T18:42:57","slug":"publications","status":"publish","type":"page","link":"https:\/\/sites.bu.edu\/heecma\/publications\/","title":{"rendered":"Publications"},"content":{"rendered":"<ul>\n<li>Ali Raza, Nabeel Akhtar, Vatche Isahagian, Ibrahim Matta, Lei Huang.<strong> Configuration and Placement of Serverless Applications using Statistical Learning.<\/strong> In <em>IEEE Transactions on Network and Service Management (TNSM)<\/em>, 2023.<\/li>\n<li>Ali Raza, Ibrahim Matta, Nabeel Akhtar, Vasiliki Kalavri, Vatche Isahagian. <strong>Function-as-a-Service: From An Application Developer&#8217;s Perspective.<\/strong> In the proceedings of <em> Journal of Systems Research (JSys)<\/em>, 2021.<\/li>\n<li>Ali Raza, Zongshun Zhang, Nabeel Akhtar, Vatche Isahagian, Ibrahim Matta. <strong>LIBRA: An Economical Hybrid Approach for Cloud Applications with Strict SLAs.<\/strong> In the proceedings of <em> IEEE 9th International Conference on Cloud Engineering (IEEE IC2E 2021)<\/em>, Virtual, October 2021.<\/li>\n<li><span>Valeria Turina, Zongshun Zhang, Flavio Esposito and Ibrahim Matta. <strong>Federated or Split? A Performance and Privacy Analysis of Hybrid Split and Federated Learning Architectures<\/strong>. In the proceedings of IEEE International Conference on Cloud Computing (IEEE CLOUD 2021), September 2021.<\/span><\/li>\n<li><span>Haneen Alfauri and<\/span><span>\u00a0<\/span><span>Flavio Esposito. <strong>A Distributed Consensus Protocol for Sustainable Federated Learning<\/strong>. In the proceedings of <em>IEEE 7th International Conference on Network Softwarization (NetSoft 2021),<\/em> Tokyo, Japan, June 2021.<\/span><\/li>\n<li>Nabeel Akhtar, Ibrahim Matta, Ali Raza, Torsten Braun, Leonardo Goratti and Flavio Esposito. <strong>Managing Chains of Application Functions over Multi-Technology Edge Networks<\/strong>. In <em>IEEE Transactions on Network and Service Management (TNSM)<\/em>, March 2021. <a href=\"https:\/\/ieeexplore.ieee.org\/document\/9316983\">Bibtex<\/a><\/li>\n<li>Valeria Turina, Zongshun Zhang, Flavio Esposito, and Ibrahim Matta. <strong>Poster: Combining Split and Federated Architectures for Efficiency and Privacy in Deep Learning<\/strong>. In the Proceedings of <em> ACM 16th International Conference on emerging Networking EXperiments and Technologies (CoNEXT)<\/em>, 2020.<\/li>\n<li>Aman Khalid and Flavio Esposito. <strong>Optimized Cuckoo Filters for Efficient Distributed SDN and NFV Applications<\/strong>. In the Proceedings of <em>IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN)<\/em>, Virtual Event. November 2020. <a href=\"https:\/\/ieeexplore.ieee.org\/document\/9289870\">Bibtex<\/a><\/li>\n<li>Nabeel Akhtar, Ali Raza, Vatche Ishakian, and Ibrahim Matta. <strong>COSE: Configuring Serverless Functions using Statistical Learning<\/strong>. In the Proceedings of <em>IEEE International Conference on Computer Communications (INFOCOM)<\/em>, Beijing, China, April 2020. <a href=\"https:\/\/ieeexplore.ieee.org\/document\/9155363\">Bibtex<\/a> <a href=\"\/heecma\/files\/2021\/07\/ServerlessOptimization__Camera_Ready_.pdf\">[PDF]<\/a><\/li>\n<li><span>Haneen Alfauri.\u00a0<\/span><strong>An Energy-Aware Consensus Protocol for Federated Learning with Guarantees.<\/strong> MS Thesis. Saint Louis University. <em>Main advisor: Dr. Flavio Esposito.<\/em><\/li>\n<\/ul>\n<ul><\/ul>\n<p><strong>Previous Work on Resource Management for Virtualized Infrastructures<\/strong><\/p>\n<ul>\n<li><span>Nabeel Akhtar, Ibrahim Matta, Ali Raza, Leonardo Goratti, Torsten Braun, and Flavio Esposito. <strong>Virtual Function Placement and Traffic Steering over 5G Multi-Technology Networks<\/strong>.Proceedings of the <em>4th IEEE Conference on Network Softwarization (NetSoft)<\/em>, June 2018. [<\/span><a href=\"http:\/\/www.cs.bu.edu\/fac\/matta\/Papers\/NFV-5G-2018.pdf\">PDF<\/a><span>]<\/span><\/li>\n<li><span>Nabeel Akhtar, Ibrahim Matta, Ali Raza, and Yuefeng Wang.\u00a0<\/span><strong>EL-SEC: ELastic Management of SECurity Applications on Virtualized Infrastructure<\/strong><span>. In<\/span><span>\u00a0<\/span><em>Proceedings of the IEEE INFOCOM International Workshop on Computer and Networking Experimental Research using Testbeds (CNERT 2018)<\/em><span>, Honolulu, HI, April 2018.\u00a0<a href=\"http:\/\/cs.bu.edu\/fac\/matta\/Papers\/cnert18.pdf\">[PDF]<\/a><\/span><\/li>\n<li><span>Zhongliang Zhao, Eryk Schiller, Eirini Kalogeiton, Torsten Braun, Burkhard Stiller, Mevlut Turker Garip, Joshua Joy, Mario Gerla, Nabeel Akhtar, and Ibrahim Matta.\u00a0<\/span><strong>Autonomic Communications in Software-driven Networks<\/strong><span>.<\/span><span>\u00a0<\/span><em>IEEE JSAC Special issue on Emerging Technologies in Software-driven Communication<\/em><span>, 35(11):2431\u20132445, November 2017.\u00a0<a href=\"http:\/\/ieeexplore.ieee.org\/xpl\/articleDetails.jsp?arnumber=8063402&amp;source=authoralert\">[PDF]<\/a><\/span><\/li>\n<li><span>Nabeel Akhtar, Ibrahim Matta, and Yuefeng Wang.\u00a0<\/span><strong>Managing NFV using SDN and Control Theory<\/strong><span>. In Proceedings of t<\/span>he<em> Eighth IEEE\/IFIP International Workshop on Management of the Future Internet (ManFI 2016), <\/em>in conjunction with IEEE\/IFIP Network Operations and Management Symposium (NOMS 2016)<span>, Istanbul, Turkey, April 2016.\u00a0<a href=\"http:\/\/csr.bu.edu\/rina\/papers\/NOMS2016Demo.pdf\">[PDF]<\/a><\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Ali Raza, Nabeel Akhtar, Vatche Isahagian, Ibrahim Matta, Lei Huang. Configuration and Placement of Serverless Applications using Statistical Learning. In IEEE Transactions on Network and Service Management (TNSM), 2023. Ali Raza, Ibrahim Matta, Nabeel Akhtar, Vasiliki Kalavri, Vatche Isahagian. Function-as-a-Service: From An Application Developer&#8217;s Perspective. In the proceedings of Journal of Systems Research (JSys), 2021. [&hellip;]<\/p>\n","protected":false},"author":6051,"featured_media":0,"parent":0,"menu_order":4,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"_links":{"self":[{"href":"https:\/\/sites.bu.edu\/heecma\/wp-json\/wp\/v2\/pages\/27"}],"collection":[{"href":"https:\/\/sites.bu.edu\/heecma\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/sites.bu.edu\/heecma\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/sites.bu.edu\/heecma\/wp-json\/wp\/v2\/users\/6051"}],"replies":[{"embeddable":true,"href":"https:\/\/sites.bu.edu\/heecma\/wp-json\/wp\/v2\/comments?post=27"}],"version-history":[{"count":34,"href":"https:\/\/sites.bu.edu\/heecma\/wp-json\/wp\/v2\/pages\/27\/revisions"}],"predecessor-version":[{"id":192,"href":"https:\/\/sites.bu.edu\/heecma\/wp-json\/wp\/v2\/pages\/27\/revisions\/192"}],"wp:attachment":[{"href":"https:\/\/sites.bu.edu\/heecma\/wp-json\/wp\/v2\/media?parent=27"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}