Edge Computing Wiki edge_computing_wiki http://www.edgecomputingbook.com/index.php/Main_Page MediaWiki 1.43.0 first-letter Media Special Talk User User talk Edge Computing Wiki Edge Computing Wiki talk File File talk MediaWiki MediaWiki talk Template Template talk Help Help talk Category Category talk 0 1 773 772 2025-04-21T16:15:35Z 141.215.80.152 773 wikitext text/x-wiki Welcome to our Edge Computing Wiki! We are students and faculty in CIS@UMDearborn taking this course at Winter 2025. This is the textbook we [http://www.edgecomputingbook.com/index.php/About (Click to See Who are We)] write together! == Structure of this Textbook == 1. [http://www.edgecomputingbook.com/index.php/Introduction_to_Edge_Computing Introduction to Edge Computing] (Vrunda Kadam, Aayush Chopra, and Riya Pawar) 1.1 [http://www.edgecomputingbook.com/index.php/Introduction_to_Edge_Computing#1.1_What_is_Edge_Computing? What is Edge Computing?] 1.2 [http://www.edgecomputingbook.com/index.php/Introduction_to_Edge_Computing#1.2_Why_we_need_Edge_Computing? Why We Need Edge Computing?] 1.3 [http://www.edgecomputingbook.com/index.php/Introduction_to_Edge_Computing#1.3_Edge_Computing_application_Domains_and_Typical_Applications Edge Computing Application Domains and Typical Applications] 1.4 [http://www.edgecomputingbook.com/index.php/Introduction_to_Edge_Computing#1.4_Different_Edge_Computing_Paradigms Different Edge Computing Paradigms ] 2.[http://www.edgecomputingbook.com/index.php/User:Farhan#Edge_Computing_Architecture_and_Layers Edge Computing Architecture and Layers] (Amit Saha, Md Eleus, Farhan Tanvir) 2.1 [http://www.edgecomputingbook.com/index.php/User:Farhan#1.1_IoT,_Mobile,_and_Digital_Twins IoT, Mobile, and Digital Twins] 2.2 [http://www.edgecomputingbook.com/index.php/User:Farhan#1.2_Cloud Cloud] 2.3 [http://www.edgecomputingbook.com/index.php/User:Farhan#1.3_Edge_and_Fog Edge and Fog] 2.4 [http://www.edgecomputingbook.com/index.php/User:Farhan#1.4_Edge-Cloud_Continuum Edge-Cloud Continuum] 3.[http://www.edgecomputingbook.com/index.php/Edge_Computing_Products_and_Frameworks Edge Computing Products and Frameworks] (Ashwin Alinkil, Jasmine Rabie, Nate Pierce, Brian Retterer) 3.1 [http://www.edgecomputingbook.com/index.php/Edge_Computing_Products_and_Frameworks#3.1_Industry_Products:_AWS_as_an_Example Industry Products: AWS as an Example] 3.2 [http://www.edgecomputingbook.com/index.php/Edge_Computing_Products_and_Frameworks#3.2_Open_Source_Frameworks Open Source Frameworks] 3.3 [http://www.edgecomputingbook.com/index.php/Edge_Computing_Products_and_Frameworks#3.3_Serverless_at_the_Edge Serverless at the Edge] 4.[http://www.edgecomputingbook.com/index.php/Machine_Learning_at_the_Edge Machine Learning at the Edge] (Vlad Nitu, Joel Henry Arun, Ciaran Grabowski, and Haneen Syed) 4.1 [http://www.edgecomputingbook.com/index.php/Machine_Learning_at_the_Edge#4.1_Overview_of_ML_at_the_Edge Overview of ML at the Edge] 4.2 [http://www.edgecomputingbook.com/index.php/Machine_Learning_at_the_Edge#4.2_ML_Training_at_the_edge ML Training at the Edge] 4.3 [http://www.edgecomputingbook.com/index.php/Machine_Learning_at_the_Edge#4.3_ML_Model_Optimization_at_the_Edge ML Model Optimization at the Edge] 5. [http://www.edgecomputingbook.com/index.php/Federated_Learning Federated Learning] (Manoj Alexander, Ram Kumar Ippili, Sai Revanth Iddum, and Chakradhar Nidujuvvi ) 5.1 [http://www.edgecomputingbook.com/index.php/Federated_Learning#5.1_Overview_and_Motivation Overview & Motivation] 5.2 [http://www.edgecomputingbook.com/index.php/Federated_Learning#5.2_Federated_Learning_Architectures Federated Learning Architectures] 5.3 [http://www.edgecomputingbook.com/index.php/Federated_Learning#5.3_Aggregation_Algorithms_and_Communication_Efficiency Aggregation Algorithms & Communication] 5.4 [http://www.edgecomputingbook.com/index.php/Federated_Learning#5.4_Privacy_Mechanisms Privacy Mechanisms] 5.5 [http://www.edgecomputingbook.com/index.php/Federated_Learning#5.5_Security_Threats Security Threats] 5.6 [http://www.edgecomputingbook.com/index.php/Federated_Learning#5.6_Resource-Efficient_Model_Training Resource-Efficient Model Training] 5.7 [http://www.edgecomputingbook.com/index.php/Federated_Learning#5.7_Real-World_Use_Cases Real-World Use Cases] 5.8 [http://www.edgecomputingbook.com/index.php/Federated_Learning#5.8_Open_Challenges Open Challenges] 5.9 [http://www.edgecomputingbook.com/index.php/Federated_Learning#5.7_References References] 6.[http://www.edgecomputingbook.com/index.php/Chapter_6:_Edge_Security_and_Privacy Edge Security and Privacy] (Nitin Madhu, Ali Siddiqi, Jyotsana Sharma, Vedant Patel) 6.1 [http://www.edgecomputingbook.com/index.php/Chapter_6:_Edge_Security_and_Privacy#6.1_Overview_of_Security_Challenges_in_Edge_Computing Overview of Security Challenges in Edge Computing] 6.2 [http://www.edgecomputingbook.com/index.php/Chapter_6:_Edge_Security_and_Privacy#6.2_Data_Privacy_and_Compliance_in_Edge_Applications Data Privacy and Compliance in Edge Applications] 6.3 [http://www.edgecomputingbook.com/index.php/Chapter_6:_Edge_Security_and_Privacy#6.3_Security_Protocols_and_Frameworks_for_Edge_Systems Security Protocols and Frameworks for Edge Systems] 6.4 [http://www.edgecomputingbook.com/index.php/Chapter_6:_Edge_Security_and_Privacy#6.4_Case_Studies:_Real-World_Security_Breaches Case Studies: Real-World Security Breaches] 7. [http://www.edgecomputingbook.com/index.php/Emerging_Research_Directions Emerging Research Directions] (7.1~7.3: Erika Valle-Baird, Mohamed Aboulsaad, Matthew Kwan) 7.1 [http://www.edgecomputingbook.com/index.php/Emerging_Research_Directions#7.1_Task_and_Resource_Scheduling Task and Resource Scheduling] 7.2 [http://www.edgecomputingbook.com/index.php/Emerging_Research_Directions#7.2_Edge_for_AR/VR Edge for AR/VR] 7.3 [http://www.edgecomputingbook.com/index.php/Emerging_Research_Directions#7.3_Vehicle_Computing Vehicle Computing] 7.4 [http://www.edgecomputingbook.com/index.php/Emerging_Research_Directions#7.4_Energy-Efficient_Edge_Architectures Energy-Efficient Edge Architectures (Zaid Ghazal, Matthew Correa)] 7.5 [http://www.edgecomputingbook.com/index.php/Emerging_Research_Directions#7.5_Data_Persistence Data Persistence (Warren Lazarraga)] 8. [http://www.edgecomputingbook.com/index.php/Applications_of_Edge_Computing Applications of Edge Computing: Underwater Internet of Things (UIoT)] 8.1 [http://www.edgecomputingbook.com/index.php/Applications_of_Edge_Computing#8.1_Introduction_to_UIoT_and_AUVs Introduction to UIoT and AUVs] 8.2 [http://www.edgecomputingbook.com/index.php/Applications_of_Edge_Computing#8.2_Edge_Computing_for_AUVs:_Benefits_and_Necessity Edge Computing for AUVs: Benefits and Necessity] 8.3 [http://www.edgecomputingbook.com/index.php/Applications_of_Edge_Computing#8.3_Challenges_of_Using_Edge_Computing_with_AUVs Key Challenges in Applying Edge Computing to AUVs] 8.4 [http://www.edgecomputingbook.com/index.php/Applications_of_Edge_Computing#8.4_State-of-the-Art_Edge_Computing_Solutions State-of-the-Art Edge Computing Solutions] 8.5 [http://www.edgecomputingbook.com/index.php/Applications_of_Edge_Computing#8.5_Future_Research_Directions_(Work_in_progress) Future Research Directions] : [http://www.edgecomputingbook.com/index.php/Applications_of_Edge_Computing#References References] 9.[http://www.edgecomputingbook.com/index.php/Conclusion Conclusion and Future Outlook] 3n6f4k9zqyk0v8d4dly96gl8nn57tfc