Table of Contents

• Big Data Benchmarks of High-Performance Storage Systems on Commercial Bare Metal CloudsHyungro Lee, Geoffrey C. Fox. 1-8 [doi]
• Anomaly Detection over Streaming Data: Indy500 Case StudyChathura Widanage, Jiayu Li, Sahil Tyagi, Ravi Teja, Bo Peng, Supun Kamburugamuve, Dan Baum, Dayle Smith, Judy Qiu, Jon Koskey. 9-16 [doi]
• Elevating the Edge to Be a Peer of the CloudUmakishore Ramachandran, Harshit Gupta, Adam Hall, Enrique Saurez, Zhuangdi Xu. 17-24 [doi]
• Cross-Layer Optimization of Big Data Transfer Throughput and Energy ConsumptionLuigi Di Tacchio, Md. S. Q. Zulkar Nine, Tevfik Kosar, Muhammed Fatih Bulut, Jinho Hwang. 25-32 [doi]
• Exploring Potential for Non-Disruptive Vertical Auto Scaling and Resource Estimation in KubernetesGourav Rattihalli, Madhusudhan Govindaraju, Hui Lu, Devesh Tiwari. 33-40 [doi]
• Managing Allocatable ResourcesKate Keahey, Pierre Riteau, Jason Anderson, Zhuo Zhen. 41-49 [doi]
• An Economic Analysis of Cloud Computing Service Using Reclaimed ResourcesChenbo Zhu, Haiying Shen, Jie Xu 0004. 50-57 [doi]
• Cloud Readiness Planning Tool (CRPT): An AI-Based Framework to Automate Migration PlanningChen Lin, Hongtan Sun, Jinho Hwang, Maja Vukovic, John J. Rofrano. 58-62 [doi]
• A Deadline Constrained Preemptive Scheduler Using Queuing Systems for Multi-Tenancy CloudsJia Ru, Yun Yang 0001, John Grundy 0001, Jacky Keung, Li Hao. 63-67 [doi]
• Cloud VM Provisioning Using Analytical Performance ModelsYasir Shoaib, Olivia Das. 68-72 [doi]
• Privacy-Preserving Smart Surveillance Using Local Color Correction and Optimized ElGamal Cryptosystem over CloudAmitesh Singh Rajput, Balasubramanian Raman. 73-80 [doi]
• Data Protection as a Service in the Multi-Cloud EnvironmentMaurizio Colombo, Rasool Asal, Quang Hieu Hieu, Fadi Ali El-Moussa, Ali Sajjad, Theo Dimitrakos. 81-85 [doi]
• Children Privacy Identification System in LINE Chatbot for Smart ToysPei-Chun Lin, Benjamin Yankson, Zhihui Lu 0002, Patrick C. K. Hung. 86-90 [doi]
• Traffic-Aware and Reliability-Guaranteed Virtual Machine Placement Optimization in Cloud DatacentersXuan Liu, Bo Cheng 0001, Yi Yue, Meng Wang, Biyi Li, Junliang Chen. 91-98 [doi]
• Machine Learning for Performance Prediction of Spark Cloud ApplicationsAlexandre Maros, Fabricio Murai, Ana Paula Couto da Silva, Jussara M. Almeida, Marco Lattuada, Eugenio Gianniti, Marjan Hosseini, Danilo Ardagna. 99-106 [doi]
• SafeDB: Spark Acceleration on FPGA Clouds with Enclaved Data Processing and Bitstream ProtectionHan-Yee Kim, Rohyoung Myung, Boeui Hong, Heon-Chang Yu, Taeweon Suh, Lei Xu, Weidong Shi. 107-114 [doi]
• Failure-Aware Application Placement Modeling and Optimization in High Turnover DevOps EnvironmentTonghoon Suk, Jinho Hwang, Muhammed Fatih Bulut, Zemei Zeng. 115-123 [doi]
• An Approach to Cloud Execution Failure Diagnosis Based on Exception Logs in OpenStackYue Yuan, Wenchang Shi, Bin Liang 0002, Bo Qin. 124-131 [doi]
• Using Structural Similarity to Predict Future Workload Behavior in the CloudFrederick Nwanganga, Nitesh Chawla. 132-136 [doi]
• Online VM Consolidation in Cloud EnvironmentsDeafallah Alsadie, Zahir Tari, Eidah J. Alzahrani. 137-145 [doi]
• SLA-Aware and Deadline Constrained Profit Optimization for Cloud Resource Management in Big Data Analytics-as-a-Service PlatformsYali Zhao, Rodrigo N. Calheiros, Athanasios V. Vasilakos, James Bailey 0001, Richard O. Sinnott. 146-155 [doi]
• A Framework for Monitoring Microservice-Oriented Cloud Applications in Heterogeneous Virtualization EnvironmentsAyman Noor, Devki Nandan Jha, Karan Mitra, Prem Prakash Jayaraman, Arthur Souza, Rajiv Ranjan, Schahram Dustdar. 156-163 [doi]
• DMFD: Non-Intrusive Dependency Inference and Flow Ratio Model for Performance Anomaly Detection in Multi-Tier Cloud ApplicationsSenbo Fu, Rui Prior, Hyong Kim. 164-173 [doi]
• Toward an Online Network Intrusion Detection System Based on Ensemble LearningYing-Feng Hsu, Zhenyu He, Yuya Tarutani, Morito Matsuoka. 174-178 [doi]
• Anomaly Detection from System Tracing Data Using Multimodal Deep LearningSasho Nedelkoski, Jorge Cardoso, Odej Kao. 179-186 [doi]
• Improving Big Data Application Performance in Edge-Cloud SystemsDávid Haja, Balázs Vass, László Toka. 187-189 [doi]
• Real-Time Workload Allocation Optimizer for Computing Systems by Using Deep LearningHayato Kuwahara, Ying-Feng Hsu, Kazuhiro Matsuda, Morito Matsuoka. 190-192 [doi]
• A Function Clustering Algorithm for Resource Utilization in Service Function ChainingHidehiro Kanemitsu, Kenji Kanai, Jiro Katto, Hidenori Nakazato. 193-195 [doi]
• Dynamic Virtual Machine Placement Considering CPU and Memory Resource RequirementsAbdelkhalik Mosa, Rizos Sakellariou. 196-198 [doi]
• Spock: Exploiting Serverless Functions for SLO and Cost Aware Resource Procurement in Public CloudJashwant Raj Gunasekaran, Prashanth Thinakaran, Mahmut Taylan Kandemir, Bhuvan Urgaonkar, George Kesidis, Chita R. Das. 199-208 [doi]
• Cost-Efficient Stream Processing on the CloudMinh Tri Truong, Aaron Harwood, Richard O. Sinnott, Shiping Chen. 209-213 [doi]
• Utility-Based Strategy for Balanced Cost and Availability at the Cloud Spot MarketGustavo Portella, Eduardo Y. Nakano, Genaína Nunes Rodrigues, Alba C. M. A. Melo. 214-218 [doi]
• Robust Management of Trans-Cloud ApplicationsAntonio Brogi, José Carrasco, Francisco Durán, Ernesto Pimentel, Jacopo Soldani. 219-223 [doi]
• STRETCH: In-Memory Storage with Autoscaling for Cluster ComputingBibek Raj Shrestha, Saptashwa Mitra, Sangmi Lee Pallickara. 224-228 [doi]
• A Transactional Framework for Broadening Access to Geo-DiversificationJared Polonitza, David Chiu, Bin Ren. 229-233 [doi]
• Cognitive Compliance: Analyze, Monitor and Enforce Compliance in the CloudConstantin Adam, Muhammed Fatih Bulut, Milton Hernandez, Maja Vukovic. 234-242 [doi]
• Testing for Bugs of Cloud-Based Applications Resulting from Spot Instance RevocationsAbdullah Alourani, Ajay D. Kshemkalyani, Mark Grechanik. 243-250 [doi]
• Finding Risk Patterns in Cloud System ModelsFlorian Kunz, Zoltán Ádám Mann. 251-255 [doi]
• Data Reduction, Compression, and Recovery for Online Performance MonitoringSalvador DeCelles, Matthew C. Stamm, Nagarajan Kandasamy. 256-263 [doi]
• DAGBENCH: A Performance Evaluation Framework for DAG Distributed LedgersZhongli Dong, Emma Zheng, Young Choon Lee, Albert Y. Zomaya. 264-271 [doi]
• Towards Latency Sensitive Cloud Native Applications: A Performance Study on AWSIstván Pelle, János Czentye, János Dóka, Balázs Sonkoly. 272-280 [doi]
• Adaptive Partition Migration for Irregular Graph Algorithms on Elastic ResourcesRavikant Dindokar, Yogesh Simmhan. 281-290 [doi]
• Towards the Modelling of Hybrid Cloud ApplicationsKyriakos Kritikos, Pawel Skrzypek, Alexandru Moga, Oliviu Matei. 291-295 [doi]
• An Adaptive Approach for Dealing with Flow Disruption in Virtualized Water-Cooled Data CentersUdaya Puvvadi, Anuroop Desu, Tyler Stachecki, Kanad Ghose, Bahgat Sammakia. 296-300 [doi]
• DiCeS: Detecting Communities in Network Streams over the CloudPanagiotis Liakos, Katia Papakonstantinopoulou, Alexandros Ntoulas, Alex Delis. 301-310 [doi]
• Non-Intrusive Cloud Application Transaction Pattern DiscoveryShay Horovitz, Yair Arian, Maxim Vaisbrot, Noam Peretz. 311-320 [doi]
• Empowering Owners with Control in Digital Data MarketsSabrina De Capitani di Vimercati, Sara Foresti, Giovanni Livraga, Pierangela Samarati. 321-328 [doi]
• Horizontal and Vertical Scaling of Container-Based Applications Using Reinforcement LearningFabiana Rossi, Matteo Nardelli 0001, Valeria Cardellini. 329-338 [doi]
• Power and Time Aware VM Migration for Multi-Tier Applications over Geo-Distributed CloudsSourav Kanti Addya, Anurag Satpathy, Bishakh Chandra Ghosh, Sandip Chakraborty, Soumya K. Ghosh. 339-343 [doi]
• Multi-Objective Resource Mapping and Allocation for Volunteer Cloud ComputingTessema Mengistu, Dunren Che, Shiyong Lu. 344-348 [doi]
• QuADD: QUantifying Accelerator Disaggregated Datacenter EfficiencyAnubhav Guleria, J. Lakshmi, Chakri Padala. 349-357 [doi]
• Bolt: Towards a Scalable Docker Registry via HyperconvergenceMichael Littley, Ali Anwar, Hannan Fayyaz, Zeshan Fayyaz, Vasily Tarasov, Lukas Rupprecht, Dimitrios Skourtis, Mohamed Mohamed 0001, Heiko Ludwig, Yue Cheng, Ali Raza Butt. 358-366 [doi]
• z-READ: Towards Efficient and Transparent Zero-Copy ReadJiwoong Park, Cheolgi Min, Heon Young Yeom, Yongseok Son. 367-371 [doi]
• TrIMS: Transparent and Isolated Model Sharing for Low Latency Deep Learning Inference in Function-as-a-ServiceAbdul Dakkak, Cheng Li, Simon Garcia De Gonzalo, Jinjun Xiong, Wen-mei Hwu. 372-382 [doi]
• Industrial-Scale Stateless Network FunctionsMárk Szalay, Máté Nagy, Daniel Gehberger, Zoltán Lajos Kis, Péter Mátray, Felicián Németh, Gergely Pongrácz, Gábor Rétvári, László Toka. 383-390 [doi]
• Karamel: A System for Timely Provisioning Large-Scale Software across IaaS CloudsKamal Hakimzadeh, Jim Dowling. 391-395 [doi]
• Cuckoo: Opportunistic MapReduce on Ephemeral and Heterogeneous Cloud ResourcesJean-Emile Dartois, Heverson B. Ribeiro, Jalil Boukhobza, Olivier Barais. 396-403 [doi]
• Seneca: Fast and Low Cost Hyperparameter Search for Machine Learning ModelsMichael Zhang, Chandra Krintz, Markus Mock, Rich Wolski. 404-408 [doi]
• Workload Characterization for a Non-Hyperscale Public Cloud PlatformLoïc Perennou, Mar Callau-Zori, Sylvain Lefebvre 0002, Raja Chiky. 409-413 [doi]
• On-Premises Serverless Computing for Event-Driven Data Processing ApplicationsAlfonso Pérez, Sebastián Risco, Diana M. Naranjo, Miguel Caballer, Germán Moltó. 414-421 [doi]
• Model-Driven Orchestration for Cloud ResourcesHayet Brabra, Achraf Mtibaa, Walid Gaaloul, Boualem Benatallah, Faïez Gargouri. 422-429 [doi]
• CadaML: A Modeling Language for Multi-Tenant Cloud Application Data ArchitecturesAssylbek Jumagaliyev, Yehia Elkhatib. 430-434 [doi]
• A Framework for Collaborative Learning in Secure High-Dimensional SpaceMohsen Imani, Yeseong Kim, M. Sadegh Riazi, John Messerly, Patric Liu, Farinaz Koushanfar, Tajana Rosing. 435-446 [doi]
• Time-Sensitive Provisioning of Bare Metal Compute as a Cloud ServiceSreekrishnan Venkateswaran, Santonu Sarkar. 447-451 [doi]
• Novel Genetic Algorithm with Dual Chromosome Representation for Resource Allocation in Container-Based CloudsBoxiong Tan, Hui Ma 0001, Yi Mei. 452-456 [doi]
• Distributing an SQL Query over a Cluster of ContainersDavid Holland, Weining Zhang. 457-464 [doi]
• uSendfile: A User-Space Sendfile Verb Based on Flash and RDMAHongzhang Yang, Yahui Yang, Yaofeng Tu, Ping Wang. 465-469 [doi]
• In Method We Trust: Towards an Open Method Kit for Characterizing Spot Cloud Service PricingZheng Li, Xuefei Li, Bing Li. 470-474 [doi]
• Evaluation of NUMA-Aware Scheduling in Warehouse-Scale ClustersRichard Wu, Xiao Zhang, Xiangling Kong, Yangyi Chen, Rohit Jnagal, Robert Hagmann. 475-477 [doi]
• 3): Enabling Unified Genomic Data Analysis with Elastic Cloud ComputingFan Yang-Turner, Denis Volk, Philip Fowler, Jeremy Swann, Matthew Bull, Sarah Hoosdally, Thomas Connor, Tim E. A. Peto, Derrick W. Crook. 478-480 [doi]
• Towards Approximating Expected Job Completion Time in Dynamic Vehicular CloudsAida Ghazizadeh, Puya Ghazizadeh, Ravi Mukkamala, Stephan Olariu. 481-483 [doi]
• Blockchain-Based E-Vote-as-a-ServiceEmanuele Bellini 0001, Paolo Ceravolo, Ernesto Damiani. 484-486 [doi]
• Privacy-Preserving Association Rule Mining Algorithm for Encrypted Data in Cloud ComputingHyeong-Jin Kim, Jae-Hwan Shin, Youngho Song, Jae-Woo Chang. 487-489 [doi]
• Virtual Machine Pre-Provisioning for Computation Offloading Service in Edge CloudJung-Woong Sung, Seung-Jae Han, Jin-Woo Kim. 490-492 [doi]
• Fast and Lightweight Execution Time Predictions for Spark ApplicationsYasaman Amannejad, Sarah Shah, Diwakar Krishnamurthy, Mea Wang. 493-495 [doi]
• A Highly Efficient Data Locality Aware Task Scheduler for Cloud-Based SystemsJia Ru, Yun Yang 0001, John Grundy 0001, Jacky Keung, Li Hao. 496-498 [doi]
• Exploiting Serverless Runtimes for Large-Scale OptimizationArda Aytekin, Mikael Johansson 0001. 499-501 [doi]
• FunctionBench: A Suite of Workloads for Serverless Cloud Function ServiceJeongchul Kim, Kyungyong Lee. 502-504 [doi]
• FAVE: Bandwidth-Aware Failover in Virtualized SDN for CloudsHeesang Jin, Gyeongsik Yang, Bong-yeol Yu, Chuck Yoo. 505-507 [doi]
• GlobalFlow: A Cross-Region Orchestration Service for Serverless Computing ServicesGe Zheng, Yang Peng. 508-510 [doi]
• Analysis and Evaluation of Kubernetes Based NFV Management and OrchestrationMaciej Gawel, Krzysztof Zielinski. 511-513 [doi]
• Towards Scalable k-out-of-n Models for Assessing the Reliability of Large-Scale Function-as-a-Service Systems with Bayesian NetworksOtto Bibartiu, Frank Dürr, Kurt Rothermel, Beate Ottenwälder, Andreas Grau. 514-516 [doi]
• Slimmer: Weight Loss Secrets for Docker RegistriesNannan Zhao, Vasily Tarasov, Ali Anwar, Lukas Rupprecht, Dimitrios Skourtis, Amit Warke, Mohamed Mohamed 0001, Ali Raza Butt. 517-519 [doi]
• Efficient Deep Learning Hyperparameter Tuning Using Cloud Infrastructure: Intelligent Distributed Hyperparameter Tuning with Bayesian Optimization in the CloudMercy Prasanna Ranjit, Gopinath Ganapathy, Kalaivani Sridhar, Vikram Arumugham. 520-522 [doi]