IEEE Conferences

CLOUD 2022 Technical Program

Jump to: Monday July 11 | Tuesday July 12 | Wednesday July 13 | Thursday July 14 | Friday July 15 | CLOUD HPC Symposium

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CLD_REG_016
Application Deployment Strategies for Reducing the Cold Start Delay of AWS Lambda
Jaime Dantas, Hamzeh Khazaei and Marin Litoiu

CLD_REG_041
A State-aware Method for Flows with Fairness on NVMe SSDs with Load Balance
Chin-Hsien Wu and Liang-Ting Chen

CLD_REG_050
Bayesian Uncertainty Modelling for Cloud Workload Prediction
Andrea Rossi, Andrea Visentin, Steven Prestwich and Kenneth N. Brown

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Cloud As a Service (CLD2)
Monday July 11, 10:45-12:00
Room 218
Session Chair: Andrea Rossi, University College Cork

CLD_REG_076
SLAM: SLO-Aware Memory Optimization for Serverless Applications
Gor Safaryan, Anshul Jindal, Mohak Chadha and Michael Gerndt

CLD_REG_104
Resource Scaling Strategies for Open-Source FaaS Platforms compared to Commercial Cloud Offerings
Johannes Manner and Guido Wirtz

CLD_REG_150
Handling Heterogeneous Workflows in the Cloud while Enhancing Optimizations and Performance
Emile Cadorel, Helene Coullon and Menaud Jean-Marc

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Cloud As a Service (CLD3)
Monday July 11, 14:00-15:15
Room 218
Session Chair: Francesco Minna, Vrije Univesiteit Amsterdam

CLD_REG_159
Stay at the Helm: secure Kubernetes Deployments via Graph Generation and Attack Reconstruction
Agathe Blaise and Filippo Rebecchi

CLD_REG_167
QoS aware FaaS for Heterogeneous Edge-Cloud continuum
Sheshadri K R and Lakshmi J

CLD_REG_198
Sequence Clock: A Dynamic Resource Orchestrator for Serverless Architectures
Ioannis Fakinos, Achilleas Tzenetopoulos, Dimosthenis Masouros, Sotirios Xydis and Dimitrios Soudris

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Cloud As a Service (CLD4)
Monday July 11, 15:15-16:30
Room 218
Session Chair: Thomas Parnell, IBM Research

CLD_WIP_164
A Guided Approach Towards Complex Chaos Selection, Prioritisation and Injection
Ojaswa Sharma, Mudit Verma, Saumya Bhadauria and Praveen Jayachandran

CLD_WIP_196
Towards More Effective and Explainable Fault Management Using Cross-Layer Service Topology
Dhanya R. Mathews, Mudit Verma, J. Lakshmi and Pooja Aggarwal

CLD_SHT_021
Dynamic Energy and Expenditure Aware Data Replication Strategy
Morgan Séguéla, Riad Mokadem and Jean-Marc Pierson

CLD_SHT_177
OrcBench: A Representative Serverless Benchmark
Ryan Hancock, Sreeharsha Udayashankar, Ali Mashtizadeh and Samer Al-Kiswany

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Cloud Applications (CLD5)
Monday July 11, 17:00-18:00
Room 218
Session Chair: Anshul Jindal, Technical University of Munich

CLD_WIP_181
Serving Distributed Inference Deep Learning Models in Serverless Computing
Kunal Mahajan and Rumit Desai

CLD_WIP_046
Xonar: Profiling-based Job Orderer for Distributed Deep Learning
Changyong Shin, Gyeongsik Yang, Yeonho Yoo, Jeunghwan Lee and Chuck Yoo

CLD_REG_201
Konveyor Move2Kube: A Framework For Automated Application Replatforming
Padmanabha Venkatagiri Seshadri, Harikrishnan Balagopal, Akash Nayak, Ashok Pon Kumar Sree Prakash and Pablo Loyola

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CLD_REG_005
Smart Edge Power Management to Improve Availability and Cost-efficiency of Edge Cloud
Amardeep Mehta and Lackis Eleftheriadis

CLD_REG_028
Bypass Container Overlay Networks with Transparent BPF-driven Socket Replacement
Sunyanan Choochotkaew, Tatsuhiro Chiba, Scott Trent and Marcelo Amaral

CLD_REG_039
RADIO: Reconciling Disk I/O Interference in a Para-virtualized Cloud
Guangwen Yang, Liang Wang and Wei Xue

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Cloud Infrastructure (CLD7)
Tuesday July 12, 10:45-12:00
Room 218
Session Chair: Abdul Alim, IBM Research

CLD_REG_047
Secure Offloading of User-level IDS with VM-compatible OS Emulation Layers for Intel SGX
Takumi Kawamura and Kenichi Kourai

CLD_REG_061
Layered Contention Mitigation Capabilities for Cloud Storage
Meng Wang, Cesar A. Stuardo, Daniar Heri Kurniawan, Ray A. O. Sinurat and Haryadi S. Gunawi

CLD_REG_085
Distributed Online Extraction of a Fluid Model for Microservice Applications using Local Tracing Data
Johan Ruuskanen and Anton Cervin

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Cloud Applications (CLD8)
Tuesday July 12, 12:00-13:00
Room 218
Session Chair: Thomas Parnell, IBM Research

CLD_SHT_062
Towards a Security Stress-Test for Cloud Configurations
Francesco Minna, Fabio Massacci and Katja Tuma

CLD_SHT_111
Applying Value-Based Deep Reinforcement Learning on KPI Time Series Anomaly Detection
Yu Zhang and Tianbo Wang

CLD_SHT_169
Building Golden Signal Based Signatures for Log Anomaly Detection
Seema Nagar, Suranjana Samanta, Prateeti Mohapatra and Debanjana Kar

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Cloud Infrastructure (CLD9)
Tuesday July 12, 17:30-18:45
Room 218
Session Chair: Amardeep Mehta, Ericsson

CLD_REG_094
Cop-Flash: Utilizing Hybrid Storage to Construct a Large, Efficient, and Durable Computational Storage for DNN Training
Chunhua Xiao, Shi Qiu and Dandan Xu

CLD_REG_109
Q-percentile Bandwidth Billing Based Geo-Scheduling Algorithm
Yaoyin You, Binbin Feng and Zhijun Ding

CLD_REG_114
MicroLens: A Performance Analysis Framework for Microservices Using Hidden Metrics With BPF
Marcelo Amaral, Tatsuhiro Chiba, Scott Trent, Takeshi Yoshimura and Sunyanan Choochotkaew

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Cloud Management and Operations (CLD10)
Tuesday July 12, 18:45-19:45
Room 218
Session Chair: Dejan Milojicic, HP Labs

CLD_WIP_113
Data Access Pattern Recommendations for Microservices Architecture
Dasari Surya Sai Venkatesh and Shivali Agarwal

CLD_WIP_139
A Case For Cross-Domain Observability to Debug Performance Issues in Microservices
Ranjitha K, Praveen Tammana, Pravein Govindan Kannan and Priyanka Naik

CLD_INV_207
A Continuum Approach for Collaborative Task Processing in UAV MEC Networks
Lorson Blair, Carlos Varela and Stacy Patterson

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CLD_SHT_070
Latency-based Vector Scheduling of Many-task Applications for a Hybrid Cloud
Shifat Mithila and Gerald Baumgartner

CLD_REG_128
Cloud Data Center Fabric Virtualization
Ali Sydney, Abdul Alim, Chris Ward, Claude Basso and Bengi Karacali

CLD_REG_135
Event-Driven Approach for Monitoring and Orchestration of Cloud and Edge-Enabled IoT Systems
Mohamed Mouine and Mohamed Aymen Saied

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link Cloud Symposium on Convergence of Cloud & HPC (CLDSYM1)
Wednesday July 13, 09:00-10:15
Room: Theater Room
Session Chair: Christoph Hagleitner, IBM Research

HPC and Cloud Fusion - Extreme Data Driven Workflows using Supercomputing Infrastructure-as-Code (IaC)
Sadaf Alam, CSCS

The Cloud – Past Present and Future – An HPC Perspective
Andrew Jones, Azure

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Cloud Infrastructure (CLD12)
Wednesday July 13, 10:45-12:00
Room 218
Session Chair: Scott Trent, IBM Research

CLD_SHT_175
Guaranteeing Service Level Agreements for Triangle Counting via Observation-based Admission Control Algorithm
Chinthaka Weerakkody, Miyuru Dayarathna, Sanath Jayasena and Toyotaro Suzumura

CLD_REG_156
SAPPARCHI: an Osmotic Platform to Execute Scalable Applications on Smart City Environments
Arthur Souza, Nelio Cacho, Thais Batista and Rajiv Ranjan

CLD_REG_168
Towards Complete Dis-aggregation of Data Center Rack Power using Light-weight Mechanisms
Kalyan Dasgupta, Umamaheswari Devi and Aanchal Goyal

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link Cloud Symposium on Convergence of Cloud & HPC (CLDSYM2)
Wednesday July 13, 10:45-12:00
Room: Theater Room
Session Chair: Bernd Mohr, Juelich Supercomputing Center

The Last Mile: Cloud Native and HPC
Ricardo Rocha, CERN

Cloud and HPC Computing in the EGI Federated Infrastructure
Enol Fernandez, EGI

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Cloud Management and Operations (CLD13)
Wednesday July 13, 12:00-13:00
Room 218
Session Chair: Tatsushi Inagaki, IBM Research

CLD_SHT_029
AutoDECK: Automated Declarative Performance Evaluation and Tuning Framework on Kubernetes
Sunyanan Choochotkaew, Tatsuhiro Chiba, Scott Trent, Takeshi Yoshimura and Marcelo Amaral

CLD_SHT_051
Data Leakage Free ABAC Policy Construction in Multi-Cloud Collaboration
John C. John, Arobinda Gupta and Shamik Sural

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link Cloud Symposium on Convergence of Cloud & HPC (CLDSYM3)
Wednesday July 13, 12:00-13:00
Room: Theater Room
Session Chair: Seelam Seetharami, IBM Research

Supercomputing and European Sovereignty
Mateo Valero, BSC

Data Traceability and Results Explainability on the Cloud
Michaela Taufer, University of Tennessee Knoxville

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Cloud Infrastructure (CLD14)
Wednesday July 13, 14:15-15:30
Room 218
Session Chair: Marcelo Amaral, IBM Research

CLD_REG_191
Performance and Revenue Analysis of Hybrid Cloud Federations with QoS Requirements
Bowen Song, Marco Paolieri and Leana Golubchik

CLD_INV_205
MetaNet: Automated Dynamic Selection of Scheduling Policies in Cloud Environments
Shreshth Tuli, Giuliano Casale and Nicholas Jennings

CLD_INV_206
Fog Computing out of the Box with FogDEFT Framework: A Case Study
Satish Narayana Srirama and Suvam Basak

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link Cloud Symposium on Convergence of Cloud & HPC (CLDSYM4)
Wednesday July 13, 14:15-15:30
Room: Theater Room
Session Chair: Fabrizio Gagliardi, Barcelona Supercomputing Center

Quantum for HPC and HPC for Quantum: A Cloud Perspective
Talia Gershon, IBM

Panel Discussion on Convergence of Cloud & HPC

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Cloud Security and Privacy (CLD15)
Wednesday July 13, 18:00-19:00
Room 218
Session Chair: Mohsen Amini Salehi, University of Louisiana at Lafayette

CLD_SHT_173
vTPM-SM: An Application Scheme of SM2/SM3/SM4 Algorithms Based on Trusted Computing in Cloud Environment
Mingxing Zhou, Shuhua Ruan, Junwei Liu, Xingshu Chen, Miaomiao Yang and Qixu Wang

CLD_SHT_183
Towards Practical Privacy-Preserving Solution for Outsourced Neural Network Inference
Pinglan Liu and Wensheng Zhang

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CLD_REG_020
Delivering Document Conversion as a Cloud Service with High Throughput and Responsiveness
Christoph Auer, Michele Dolfi, André Carvalho, Cesar Berrospi Ramis and Peter W.J. Staar

CLD_REG_040
Trimmer: Cost-Efficient Deep Learning Auto-tuning for Cloud Datacenters
Damian Borowiec, Gingfung Yeung, Adrian Friday, Richard Harper and Peter Garraghan

CLD_REG_045
Detecting Layered Bottlenecks in Microservices
Tatsushi Inagaki, Yohei Ueda, Moriyoshi Ohara, Sunyanan Choochotkaew, Marcelo Amaral, Scott Trent, Tatsuhiro Chiba and Qi Zhang

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Cloud Applications (CLD17)
Thursday July 14, 10:45-12:00
Room 218
Session Chair: Malgorzata Lazuka, IBM Research

CLD_REG_090
Network Aware Container Orchestration for Telco Workloads
Kavya Govindarajan, Chander Govindarajan and Mudit Verma

CLD_REG_130
TIFF: Tokenized Incentive for Federated Learning
Jingoo Han, Ahmad Faraz Khan, Syed Zawad, Ali Anwar, Nathalie Baracaldo Angel, Yi Zhou, Feng Yan and Ali R. Butt

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Cloud Security and Privacy (CLD18)
Thursday July 14, 12:00-13:00
Room 218
Session Chair: Tatsushi Inagaki, IBM Research

CLD_REG_179
DeTrust-FL: Privacy-Preserving Federated Learning in Decentralized Trust Setting
Runhua Xu, Nathalie Baracaldo, Yi Zhou, Ali Anwar, Heiko Ludwig and Swanand Kadhe

CLD_REG_192
Compliance-as-Code for Cybersecurity Automation in Hybrid Cloud
Vikas Agarwal, Chris Butler, Lou Degenaro, Arun Kumar, Anca Sailer and Gosia Steinder

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CLD_REG_176
Search-based Methods for Multi-Cloud Configuration
Malgorzata Lazuka, Thomas Parnell, Andreea Anghel and Haralampos Pozidis

CLD_REG_182
A Data-Loader Tunable Knob to Shorten GPU Idleness for Distributed Deep Learning
Danlin Jia, Geng Yuan, Xue Lin and Ningfang Mi

CLD_REG_190
FELARE: Fair Scheduling of Machine Learning Tasks on Heterogeneous Edge Systems
Ali Mokhtari, Pooyan Jamshidi and Mohsen Amini Salehi

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Cloud Management and Operations (CLD20)
Friday July 15, 15:45-17:00
Room 218
Session Chair: Dejan Milojicic, HP Labs

CLD_REG_015
Multi-Objective Robust Workflow Offloading in Edge Cloud Continuum
Hongyun Liu, Ruyue Xin, Peng Chen and Zhiming Zhao

CLD_REG_022
An Efficient Approach to Move Elements in a Distributed Geo-Replicated Tree
Parwat Singh Anjana, Adithya Rajesh and Sathya Peri

CLD_REG_054
Localizing and Explaining Faults in Microservices using Distributed Tracing
Jesus Rios, Saurabh Jha and Laura Shwartz

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Cloud Management and Operations (CLD21)
Friday July 15, 14:00-15:15
Room 019
Session Chair: Sunyanan Choochotkaew, IBM Research

CLD_REG_071
A Study of Contributing Factors to Power Aware Vertical Scaling of Deadline Constrained Applications
Pradyumna Kaushik, Srinidhi Raghavendra and Madhusudhan Govindaraju

CLD_REG_092
Automated Configuration for Agile Software Environments
Negar Mohammadi Koushki, Sanjeev Sondur and Krishna Kant

CLD_REG_180
An Approximation Algorithm for Minimizing the Cloud Carbon Footprint through Workload Scheduling
Tayebeh Bahreini, Asser Tantawi and Alaa Youssef

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Cloud Security and Privacy (CLD22)
Friday July 15, 15:45-17:00
Room 019
Session Chair: Mohsen Amini Salehi, University of Louisiana at Lafayette

CLD_REG_027
GenoPPML – A Framework for Genomic Privacy-preserving Machine Learning
Sergiu Carpov, Nicolas Gama, Mariya Georgieva and Dimitar Jetchev

CLD_REG_044
Avengers, Assemble! Survey of WebAssembly Security Solutions
Minseo Kim, Hyerean Jang and Youngjoo Shin

CLD_REG_126
Secure Cloud Storage with Joint Deduplication and Erasure Protection
Rasmus Vestergaard, Elena Pagnin, Rohon Kundu and Daniel E. Lucani

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