IEEE Cloud 2023 Program CLOUD 2023 Program Mon 7/314:00 - 15:10Location: Wrigley CLOUD 1Cloud & AI ISession Chair: Christoph Hagleitner, IBM Research Zurich CLD_CON-REG_5420xCloudServing: Automated ML Serving across CloudsMalgorzata Lazuka, Andreea Anghel, Parikshit Ram, Haralampos Pozidis and Thomas Parnell CLD_CON-REG_8954Deep Reinforcement Learning in Cloud Elasticity through Offline Learning and Return Based ScalingMiltiadis Chrysopoulos, Ioannis Konstantinou and Nectarios Koziris CLD_CON-REG_6940Demystifying Deep Learning in Predictive Monitoring for Cloud-native SLOsAndrea Morichetta, Victor Casamayor Pujol, Stefan Nastic, Philipp Raith, Schahram Dustdar, Zhaobo Zhang, Deepak Vij, Ying Xiong and Thomas Werner Pusztai Mon 7/315:25 - 16:35Location: Wrigley CLOUD 2Cloud Management & Operations ISession Chair: Tevfik Kosar, SUNY Buffalo CLD_CON-REG_6933 Fine-Grained Heterogeneous Execution Framework with Energy Aware Scheduling Gourav Rattihalli, Ninad Hogade, Aditya Dhakal, Eitan Frachtenberg, Rolando Pablo Hong Enriquez, Pedro Bruel, Alok Mishra and Dejan Milojicic CLD_CON-REG_5207 Storm-RTS: Stream Processing with Stable Performance for Multi-cloud and Cloud-edge Hai Nguyen and Andrew Chien CLD_CON-REG_8389 Blaze: A High-Performance, Scalable, and Efficient Data Transfer Framework with Configurable and Extensible Features Suresh Marru, Brian Freitag, Dimuthu Wannipurage, Uday Kumar Bommala, Patrick Pradier, Christophe Demange, Nishan Pantha, Tathagata Mukherjee, Betlem Rosich, Eric Monjoux and Rahul Ramachandran CLD_CON-WIP_9597 Kepler: A Framework to Calculate the Energy Consumption of Containerized Applications Marcelo Amaral, Huamin Chen, Tatsuhiro Chiba, Rina Nakazawa, Sunyanan Choochotkaew, Eun Kyung Lee and Tamar Eilam Mon 7/316:50 - 18:00Location: Wrigley CLOUD 3Cloud Security ISession Chair: Vladimir Vlassov, KTH Royal Institute of Technology CLD_CON-REG_2327 Argus: Rapid Tracking of Wildfires from Unlabeled Satellite Images Saptashwa Mitra, Paahuni Khandelwal, Shrideep Pallickara and Sangmi Pallickara CLD_CON-REG_9812 The Case for the Anonymization of Offloaded Computation Md Washik Al Azad, Shifat Sarwar, Sifat Ut Taki and Spyridon Mastorakis CLD_CON-REG_5440 Wawel: Architecture for Scalable Attestation of Heterogeneous Virtual Execution Environments Wojciech Ozga, Patricia Sagmeister, Tamas Visegrady and Silvio Dragone Tues 7/48:00 - 9:10Location: Soldier Field CLOUD 4Cloud & AI IISession Chair: Jun Shen, University of Wollongong CLD_CON-REG_2289 A Framework for Characterizing Very Large Cloud Workload Traces with Unsupervised Learning Basem Suleiman, Mohammed Mustafa Fulwala and Albert Zomaya CLD_CON-REG_8544 GNOSIS: Proactive Image Placement Using Graph Neural Networks & Deep Reinforcement Learning Theodoros Theodoropoulos, Antonios Makris, Evangelos Psomakelis, Emanuele Carlini, Matteo Mordacchini, Patrizio Dazzi and Konstantinos Tserpes CLD_CON-REG_5747 IRIS: Interference and Resource Aware Predictive Orchestration for ML Inference Serving Aggelos Ferikoglou, Panos Chrysomeris, Achilleas Tzenetopoulos, Manolis Katsaragakis, Dimosthenis Masouros and Dimitrios Soudris CLD_CON-WIP_5028 Keep It Simple: Fault Tolerance Evaluation of Federated Learning with Unreliable Clients Victoria Huang, Shaleeza Sohail, Michael Mayo, Tania Lorido Botran, Mark Rodrigues, Chris Anderson and Melanie Ooi Tues 7/49:25 - 10:35Location: Soldier Field CLOUD 5Cloud & AI IIISession Chair: Spyridon Mastorakis, University of Notre Dame CLD_CON-REG_373 EN-Beats: A Novel Ensemble Learning-based Method for Multiple Resource Predictions in Cloud Ming Chen, Maria Rodriguez Read, Patricia Arroba and Rajkumar Buyya CLD_CON-REG_8182 Learning Representations on Logs for AIOps Pranjal Gupta, Harshit Kumar, Debanjana Kar, Karan Bhukar, Pooja Aggarwal and Prateeti Mohapatra CLD_CON-SHT_9006 Hawk: DevOps-driven Transparency and Accountability in Cloud Native Systems Elias Grünewald, Jannis Kiesel, Siar-Remzi Akbayin and Frank Pallas CLD_CON-WIP_2589 Selective Preemption of Distributed Deep Learning Training Younghun Go, Changyong Shin, Jeunghwan Lee, Yeonho Yoo, Gyeongsik Yang and Chuck Yoo Tues 7/410:50 - 12:00Location: Soldier Field CLOUD 6Cloud & AI IVSession Chair: Ioannis Konstantinou, University of Thessaly CLD_CON-REG_515 µP: A Development Framework for Predicting Performance of Microservices by Design Giulio Garbi, Emilio Incerto and Mirco Tribastone CLD_CON-REG_2078 HydraGen: A Microservice Benchmark Generator Mohammad Reza Saleh Sedghpour, Aleksandra Obeso Duque, Xuejun Cai, Björn Skubic, Erik Elmroth, Cristian Klein and Johan Tordsson CLD_CON-REG_3109 Detecting and Resolving Coupling-Related Infrastructure as Code Based Architecture Smells in Microservice Deployments Evangelos Ntentos, Uwe Zdun, Ghareeb Falazi, Uwe Breitenbücher and Frank Leymann Wed 7/58:00 - 9:10Location: Soldier Field CLOUD 7Cloud Management & Operations IISession Chair: Ozga Wojciech, IBM Research Zurich CLD_CON-SHT_2056 A Carbon-aware Workload Dispatcher in Cloud Computing Systems Tayebeh Bahreini, Asser Tantawi and Alaa Youssef CLD_CON-REG_4685 Declarative and Linear Programming Approaches to Service Placement, Reconciled Jacopo Massa, Stefano Forti, Patrizio Dazzi and Antonio Brogi CLD_CON-REG_2146 An Auto-Scaling Framework for Predictable Open Source FaaS Function Chains Dávid Balla, Markosz Maliosz and Csaba Simon Wed 7/514:00 - 15:10Location: Soldier Field CLOUD 8Cloud Management & Operations IIISession Chair: Kenneth K. Fletcher, UMass Boston CLD_CON-REG_780 Object as a Service (OaaS): Enabling Object Abstraction in Serverless Clouds Pawissanutt Lertpongrujikorn and Mohsen Amini Salehi CLD_CON-REG_5801 Zero-cost In-depth Enforcement of Network Policies for Low-latency Cloud-native Systems Gerald Budigiri, Christoph Baumann, Eddy Truyen, Jan Tobias Muehlberg and Wouter Joosen CLD_CON-REG_4166 Application and Infrastructure-Aware Orchestration in the Cloud-to-Edge Continuum Angelo Marchese and Orazio Tomarchio CLD_CON-WIP_5785 APEIRON: Ray-defined Composable Cloud Accelerators for Virtual World Simulations Dionysios Diamantopoulos, Burkhard Ringlein, Beat Weiss, Mark Lantz and Francois Abel Wed 7/515:25 - 16:35Location: Solider Field CLOUD 9Cloud Security IISession Chair: Shiping Chen, CSIRO CLD_CON-SHT_8624 Free the Turtles: Removing Nested Virtualization for Performance and Confidentiality in the Cloud Mengmei Ye, Angelo Ruocco, Daniele Buono, James Bottomley and Hubertus Franke CLD_CON-SHT_9108 Making Your Program Oblivious: a Comparative Study for Side-channel-safe Confidential Computing A K M Mubashwir Alam and Keke Chen CLD_CON-WIP_1892 InsightsSumm: Summarization of ITOps Incidents through In-Context Prompt Engineering Suranjana Samanta, Oishik Chatterjee, Neil Boyette, Guangya Liu and Prateeti Mohapatra CLD_CON-WIP_1979 Towards Confidential Computing: A Secure Cloud Architecture for Big Data Analytics and AI Naweiluo Zhou, Florent Dufour, Vinzent Bode, Peter Zinterhof, Nicolay Hammer and Dieter Kranzlmüller CLD_CON_REG_8446On the Value of Sequence-based System Call Filtering for Container SecuritySomin Song, Sahil Suneja, Michael Le and Byungchul Tak Wed 7/516:50 - 18:00Location: Soldier Field CLOUD 10Cloud & AI VSession Chair: Thomas Parnell, IBM Research CLD_CON-REG_3526 FedGen: Generalizable Federated Learning for Sequential Data Praveen Venkateswaran, Vatche Isahagian, Vinod Muthusamy and Nalini Venkatasubramanian CLD_CON-REG_5002 GraVAC: Adaptive Compression for Communication-Efficient Distributed DL Training Sahil Tyagi and Martin Swany CLD_CON-REG_4205 Performance Characterization of Multi-Container Deployment Schemes for Online Learning Inference Peini Liu, Jordi Guitart and Amir Taherkordi CLD_CON-SHT_814 Economics of Spot Instance Service: A Two-stage Dynamic Game Approach Hyojung Lee, Lam Vu and Minsung Jang Thurs 7/68:00 - 9:10Location: Soldier Field CLOUD 11Infrastructure ISession Chair: Byungchul Tak, Kyungpook National University CLD_CON-REG_7661 AdaCache: A Disaggregated Cache System with Adaptive Block Size for Cloud Block Storage Qirui Yang, Runyu Jin, Fan Ni, Devasena Inupakutika, Bridget Davis and Ming Zhao CLD_CON-REG_2728 Elevating Performance of LSM-Tree-Based Key-Value Stores with Gradient Data Hierarchy Hui Sun, Jinfeng Xu and Xiao Qin CLD_CON-SHT_3114Virtual Network Function Migration Considering Load Balance and SFC Delay in Cloud DatacenterYi Yue, Xiongyan Tang and Wencong Yang CLD_CON-SHT_2072 AutoOPT: Data Generation and Optimization for Digital Twin Network (DTN) Mei Li, Cheng Zhou, Lu Lu, Yan Zhang and Tao Sun Thurs 7/614:00 - 16:35Location: Soldier Field CLOUD Symposium on Distributed Computing Continuum (DCC)Integrating HPC, Cloud, and the Edge Thurs 7/616:50 - 18:00Location: Soldier Field CLOUD 12Infrastructure IISession Chair: Kaoutar El Maghraoui, IBM TJ Watson CLD_CON-REG_9075 Enabling Scalability in the Cloud for Scientific Workflows: An Earth Science Use Case Paula Olaya, Jakob Luettgau, Camila Roa, Ricardo Llamas, Rodrigo Vargas, Sophia Wen, I-Hsin Chung, Seetharami Seelam, Yooonho Park, Jay Lofstead and Michela Taufer CLD_CON-SHT_2750 NVMe-Driven Lazy Cache Coherence for Immutable Data with NVMe over Fabrics Tuan Anh Nguyen, Hyeongjun Jeon, Daegyu Han, Duck-Ho Bae, Young Jin Yu, Kyungpyo Kim, Sungsoon Park, Jinkyu Jeong and Beomseok Nam CLD_CON-SHT_8013 Performance Analysis of Apache OpenWhisk across the Edge-Cloud Continuum Areej Alabbas, Ashish Kaushal, Osama Almurshed, Omer Rana, Nitin Auluck and Charith Perera CLD_CON-SHT_4961Effective Management of Time Series DataCristiano Caon, Jie Li and Yong Chen CLD_CON-WIP_4895Design-time Analysis of Time-Critical and Fault-Tolerance Constraints in Cloud ServicesRemo Andreoli, Harald Gustafsson, Luca Abeni, Raquel Mini and Tommaso Cucinotta Fri 7/78:00 - 9:10Location: Soldier Field CLOUD 13Cloud EconomicsSession Chair: Stephan Reiff-Marganiec, Universityof Derby CLD_CON-REG_3788 DEMOTS: Decentralized Task Scheduling in Micro-Clouds with Dynamic Power-Budgets Tharindu Bandara Saryakara Hewage, Shashikant Ilager, Maria Alejandra Rodriguez Sossa, Patricia Arroba and Rajkumar Buyya CLD_CON-REG_6527 Cost-Aware Multifaceted Reconfiguration of Service- and Cloud-Based Dynamic Routing Applications Amirali Amiri and Uwe Zdun CLD_CON-REG_5915 Time-dependent Pricing and Scheduling for Cloud Object Storage Service Providers Kyungtae Lee and Yeongjin Kim CLD_CON-SHT_1765A Novel Cost-aware Data Placement Strategy for Edge-Cloud Collaborative Smart SystemsYifei Zhang, Jia Xu, Xiao Liu, Wuzhen Pan and Xuejun Li CLD_CON-WIP_9263Application of Auction Theory in Cloud Computing and Renewable EnergyHari Sowrirajan and George Wang Fri 7/714:00 - 15:35Location: Soldier Field CLOUD Symposium on Distributed Computing Continuum (DCC)Integrating HPC, Cloud, and the Edge Fri 7/716:50 - 18:00Location: Virtual only CLOUD 14Cloud Management & Operations IVSession Chair: Tevfik Kosar, SUNY Buffalo CLD_CON-REG_3492 MicroBlend: An Automated Service-Blending Framework for Microservice-Based Cloud Applications Myungjun Son, Shruti Mohanty, Jashwant Raj Gunasekaran and Mahmut Kandemir CLD_CON-REG_7063QoS-aware Deployment of Service Compositions in 5G-empowered Edge-Cloud ContinuumMarco Anisetti, Filippo Berto and Ruslan Bondar CLD_CON-SHT_7848 Workload Failure Prediction for Data Centers Jie Li, Rui Wang, Ghazanfar Ali, Tommy Dang, Alan Sill and Yong Chen CLD_CON-SHT_6799Efficient Resource Scheduling for Distributed Infrastructures using Negotiation CapabilitiesJunjie Chu, Prashant Singh and Salman Toor Sat 7/88:00 - 9:10Location: Virtual Only CLOUD 15Cloud as a ServiceSession Chair: Wensheng Zhang, Iowa State University CLD_CON-REG_4045 Hybrid Serverless Platform for Service Function Chains Sheshadri K R and Lakshmi J CLD_CON-REG_7157 A Microservice-based SaaS Deployment in a Data Center Considering Computational Server and Network Energy Consumption Amal Alzahrani and Maolin Tang CLD_CON-SHT_6083 A Structured Literature Review Approach to Define Serverless Computing and Function as a Service Johannes Manner CLD_CON-WIP_8712Scoop: A Scalable Object Oriented Serverless PlatformNarges Shahidi, Jashwant Raj Gunasekaran, Mahmut T. Kandemir and Bhuvan Urgaonkar CLD_CON-WIP_9907FaaSCTDO: Collaborative Task-Data Orchestration for Serverless WorkflowsNeng Yang, Haitao Zhang and Yepeng Zhang Sat 7/89:25 - 10:35Location: Virtual Only CLOUD 16Cloud Security IIISession Chair: Marco Anisetti CLD_CON-REG_5877 Integrating Homomorphic Encryption and Trusted Execution Technology for Autonomous and Confidential Model Refining in Cloud Pinglan Liu and Wensheng Zhang CLD_CON-SHT_2313 Reliable and Accurate Fault Detection with GPGPUs and LLVM Yuichi Ozaki, Sousuke Kanamoto, Hiroaki Yamamoto and Kenichi Kourai CLD_CON-SHT_5077 GuaranTEE: Introducing Control-Flow Attestation for Trusted Execution Environments Mathias Morbitzer, Philipp Zieris and Benedikt Kopf CLD_CON-WIP_6221 Secure Lattice-Based Ciphertext-Policy Attribute-Based Encryption From Module-LWE For Cloud Storage Sravya Gudipati, Syam Kumar Pasupuleti and R Padmavathy CLD_CON-WIP_9192 Enabling Efficient Multidimensional Encrypted Data Aggregation for Fog-Cloud-Based Smart Grid Hang Shi, Jie Zhao, Chonglin Gu, Mingyue Wang and Hejiao Huang Sat 7/810:50 - 12:00Location: Virtual Only CLOUD 17InfrastructureSession Chair: Manish Parashar CLD_CON-SHT_4965 A Case for Multi-Cloud Overlays Bahador Yeganeh, Ramakrishnan Durairajan, Reza Rejaie and Walter Willinger CLD_CON-WIP_7526 MoKE: Modular Key-value Emulator for Realistic Studies on Emerging Storage Devices Manoj Saha, Danlin Jia, Janki Bhimani and Ningfang Mi CLD_CON-SHT_8006 GDTS: GAN-based Distributed Tabular Synthesizer Zilong Zhao, Robert Birke and Lydia Chen CLD_CON-WIP_6265 Darly: Deep Reinforcement Learning for QoS-aware Scheduling under Resource Heterogeneity Optimizing Serverless Video Analytics Dimitrios Giagkos, Achilleas Tzenetopoulos, Dimosthenis Masouros, Dimitrios Soudris and Sotirios Xydis