CCGRID 2024

Conference Program

Monday, May 6

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Monday, May 6, 8:30am-9am

Registration

Monday, May 6, 9am-10am

IWOSEMCS (W)

Room: Aria A

Session chair: Joanna Kolodziej

Evasion attacks on ML in domains with nonlinear constraints
Mateusz Krzyszton, Bartosz Bok, Pawel Zakieta and Joanna Kolodziej
DroMPI: Parallel Computation Over Drop Computing
George-Mircea Grosu, Silvia-Elena Nistor, Radu-Ioan Ciobanu, Ciprian Dobre and Florin Pop

Cloud6G (W)

Room: Aria B

Modeling User Behavior with Reduced Canonical Form (RCF): Exploring the Future with Human Machine Interface (HMI) for ITS
Shivatmica Murgai and Sharv Murgai
Network Slicing for Beyond 5G Networks using Machine Learning
Eleni Aloupogianni, Charalampos Karyotis, Tomasz Maniak, Rahat Iqbal, Nikos Passas, Zoran Vujicic and Faiyaz Doctor

QUICK (W)

Room: Maestro A

CLAP: Cost and Latency-Aware Placement of microservices on the computing continuum
Kunal Rao, Giuseppe Coviello and Srimat Chakradhar
Towards an Integrated Performance Framework for Fire Science and Management Workflows
Hena Ahmed, Ravi Shende, Ismael Perez, Daniel Crawl, Sheets Purawat Ilkay and Altintas

ET-EDGE (W)

Room: Maestro B

Design and Development of a Novel Bio-Inspired VM Placement in Green Cloud Computing Environment
Nirmal Kr Biswas, Sourav Banerjee and Uttam Ghosh
Zerologon Explored: In-Depth Analysis and Mitigation Strategies for Microsoft's Critical Vulnerability
Hongxiang He, Josh Self, Kleton French, Suman Bhunia, Mohammed Salman and Paulo Regis

SioTec (W)

Room: Concerto A

Building Trust in Data for IoT Systems
Davide Margaria, Alberto Carelli and Andrea Vesco
IoTell: A Privacy-Preserving Protocol for Large-scale Monitoring of IoT Security Status
Yongwoo Oh, Michael Hu Yiqing, Xin Zhe Khooi, Jehyun Lee, Dinil Mon Divakaran and Min Suk Kang
Monday, May 6, 10am-10:30am

Coffee break

Room: Overture

Monday, May 6, 10:30am-12pm

IWOSEMCS (W)

Room: Aria A

Session chair: Joanna Kolodziej

Securing ML-based Android Malware Detectors: A Defensive Feature Selection Approach against Backdoor Attacks
Bartłomiej Marek, Kacper Pieniazek, Filip Ratajczak, Wojciech Adamczyk, Bartosz Bok and Mateusz Krzyszton
Computation Augmentation Techniques for Computing Continuum
Silvia-Elena Nistor, George-Mircea Grosu, Radu-Ioan Ciobanu, Joanna Kolodziej and Florin Pop

Cloud6G (W)

Room: Aria B

An AI Driven Pipeline for 6G Enabled Digital Creatives Identification, Performance Monitoring and Arbitration
Varun Dutt, Lucas Galan, Faiyaz Doctor, Lina Barakat, Kate Isaacs, Aldo Fumagalli and Demetris Hadjigeorgiou
Efficient DDoS Attack Detection through Lightweight Deep Learning Model in Cloud Computing Environment
Brij B. Gupta, Akshat Gaurav, Varsha Arya and Kwok Tai Chui
Deep Neural Network Framework for the Identification of Smoking Events in 6G and Cloud-Enabled Smart Cities
Brij B. Gupta, Kwok Tai Chui, Akshat Gaurav and Jinsong Wu

QUICK (W)

Room: Maestro A

Leveraging ICTs for Effective COVID-19 Pandemics Management: Insights from a Health Information System Implementation in Cyprus
Panayiotis Kolios, Maria Anastasiadou, Philippos Isaia, Christos Laoudias and Demetris Eliades
Collaborative services for Crowd Safety systems across the Edge-Cloud Computing Continuum
Daniel Balouek and Julien Pettre
Data Operational Driven AI-based Architecture for Natural Disaster Management
Serena Sebbio, Lorenzo Carnevale, Daniel Balouek, Antonino Galletta, Manish Parashar and Massimo Villari

ET-EDGE (W)

Room: Maestro B

Analyzing the Impact and Implications of COMB: A Comprehensive Study of 3 Billion Breached Credentials
Chloe Stejskal, Alexander Perminov, Aaron Lester, Suman Bhunia, Mohammed Salman and Paulo Regis
A Generative AI Approach for Ensuring Data Integrity, Security, and Resilience in Fintech Systems
Pushpita Chatterjee, Debashis Das and Danda B Rawat
Exploring the CAM4 Data Breach: Security Vulnerabilities and Response Strategies
Jacon Sorn, Patrick Carroll, Zachary Pang, Suman Bhunia, Mohammed Salman and Paulo Regis

SioTec (W)

Room: Concerto A

Strategy for Modeling Threats in 5G and B5G Networks
Saman Tariq, Eva Rodriguez, Xavi Masip, Panos Trakadas, Admela Jukan and Diego R.Lopez
Lattice-Based Efficient Certificateless Public Auditing Scheme from RLWE for Cloud Storage
Renuka Cheeturi, Syam Kumar Pasupuleti and Rashmi Ranjan Rout
Securing the Connected World: Fast and Byzantine Fault Tolerant Protocols for IoT, Edge, and Cloud Systems
Ahmed Alsalih and Yongge Wang
Monday, May 6, 12pm-1:30pm

Lunch break @ Jean's Cafe

Location:
1334 Walnut St, Philadelphia, PA 19107

Do not forget to bring your lunch ticket!

Monday, May 6, 1:30pm-3pm

Cloud6G (W)

Room: Aria B

A Digital Avatar System for Telepresence Services in 6G Toward HolNetVerse
Varvara Mineeva, Alexander Zhitov, Artem Volkov, Ammar Muthanna and Andrey Koucheryavy

QUICK (W)

Room: Maestro A

Distributed Computing Systems and Approaches for Polar Science Research: An Interdisciplinary Systematic Review
Pradeeban Kathiravelu and Ryan Birmingham

ET-EDGE (W)

Room: Maestro B

Enhancing the Energy Efficiency with DURGA, a Novel Geographical Load Balancer
Tathagata Bhattacharya, Vivek Tanniru and Subhashis Majumder

SioTec (W)

Room: Concerto A

Enhancing Cloud Security through Efficient Polynomial Approximations for Homomorphic Evaluation of Neural Network Activation Functions
Bernardo Pulido-Gaytan, Andrei Tchernykh, Mikhail Babenko, Jorge M. Cortés-Mendoza, Horacio González-Vélez and Arutyun Avetisyan
Damage Assessment in Fog Computing Systems: A Blind Write Lineage Approach
Mariha Siddika Ahmad and Brajendra Panda
Protect On-device Machine Learning with RISC-V based Multi-Enclave TEE
Yongzhi Wang and Venkata Boggaram
Monday, May 6, 3pm-3:30pm

Coffee break

Monday, May 6, 3:30pm-5pm

SioTec (W)

Room: Concerto A

Towards a Standardized Data Framework for Threat Detection in Smart Homes
Jess N Kropczynski, Nathan Elrod, Pranav Mahajan, Amir Reza Asadi, Jacob T Koch, Sunkanmi Oluwadare and Lily E Botsyoe
Leveraging CNNs to detect Logs anomalies: an experimental study
Antonino Galletta, Alessio Catalfamo and Massimo Villari

Tuesday, May 7

Back to top

Tuesday, May 7, 8am-8:30am

Registration

Tuesday, May 7, 8:30am-9am

Opening

Room: Symphony ballroom

Tuesday, May 7, 9am-10am

Keynote

Room: Symphony ballroom

Session chair: Jie Wu

Keynote dr. Xian-He Sun
AI & Data: Challenges and Opportunities in Computer System Research
More info
Tuesday, May 7, 10am-10:30am

Coffee break

Room: Overture

Tuesday, May 7, 10:30am-12:00pm

ICFEC #1

Room: Symphony ballroom

AMBIT: An Efficient Pruning Technique in Federated Learning for Edge Computing Systems
Mohammad Emad Hammami, Peiyuan Guan, Amir Taherkordi, Dapeng Lan and Amin Shakraki
Asynchronous Federated Split Learning
Brigitte Jaumard, Junior Momo Ziazet, Rafael Almeida Albuquerque, Leonardo Pereira Dias, Konstantinos Vandikas, Selim Ickin, Carlos Natalino, Lena Wosinska, Paolo Monti and Elaine Wong
Federated Learning Deployments of Industrial Applications on Cloud, Fog, and Edge Resources
Thomas Blumauer-Hiessl, Stefan Schulte, Safoura Rezapour Lakani, Alexander Keusch, Elias Pinter, Thomas Kaufmann and Daniel Schall

Future Compute Continuum and Seamless Ecosystems #1

Room: Aria AB

Session chair: Vincenzo De Maio

Efficient and Budget-Balanced Decentralized Management of Federated Cloud and Edge Providers
George Darzanos, Thanasis Papaioannou and George D. Stamoulis
Leveraging Multi-Modal Data for Efficient Edge Inference Serving
Joel Wolfrath, Anirudh Achanta and Abhishek Chandra
Benchmarking Performance of MQTT Broker Implementations in Compute Continuum
Admela Jukan, Jasenka Dizdarevic, Xavier Masip, Francesco D'Andria D'Andria and Marc Michalke
High-throughput Real-time Edge Stream Processing with Topology-Aware Resource Matching
Peng Kang, Samee Khan, Xiaobo Zhou and Palden Lama

Software Systems and Platforms #1

Room: Maestro AB

Session chair: Jing Wang

Brug: An Adaptive Memory (Re-)Allocator
Weikang Weng, Alexandru Uta and Jan S. Rellermeyer
Nominated for the Best-Paper Award!
Tackling Memory Footprint Expansion During Live Migration of Virtual Machines
Roja Eswaran, Mingjie Yan and Kartik Gopalan
Workload-Aware Live Migratable Cloud Instance Detector
Junho Lim, Kyunghwan Kim and Kyungyong Lee
Causality Enhanced Graph Representation Learning for Alert-Based Root Cause Analysis
Zhaoyang Yu, Qianyu Ouyang, Changhua Pei, Xin Wang, Wenxiao Chen, Liangfei Su, Huai Jiang, Xuanrun Wang, Jianhui Li and Dan Pei

ML for Systems and Systems for ML #1

Room: Concerto AB

Session chair: Ganesh Gopalakrishnan

Scheduling with Fully Compressible Tasks: Application to Deep Learning Inference with Neural Network Compression
Tiago Da Silva Barros, Frederic Giroire, Ramon Aparicio-Pardo, Stephane Perennes and Emanuele Natale
Apodotiko: Enabling Efficient Serverless Federated Learning in Heterogeneous Environments
Mohak Chadha, Alexander Jensen, Jianfeng Gu, Osama Abboud and Michael Gerndt
Rapid Deployment of DNNs for Edge Computing via Structured Pruning at Initialization
Bailey Eccles, Leon Wong and Blesson Varghese
Multi-view Negative-Free Contrastive Learning on Adaptive Graph Augmentation (presented online)
Xingyue Wang, Huazhong Liu and Jihong Ding
Tuesday, May 7, 12pm-1:30pm

Lunch break @ Jean's Cafe

Location:
1334 Walnut St, Philadelphia, PA 19107

Do not forget to bring your lunch ticket!

Tuesday, May 7, 1:30pm-2:30pm

Keynote

Room: Symphony ballroom

Session chair: Beth Plale

Keynote dr. Lavanya Ramakrishnan
Empowering Scientific Discoveries through Innovative Synergy of Workflows, Data, Artificial Intelligence, and Humans
More info
Tuesday, May 7, 2:30pm-3:30pm

ICFEC #2

Room: Symphony ballroom

A Real-World Testbed for V2X in Autonomous Vehicles: From Simulation to Actual Road Testing
Ammar Elmoughazy, Khalid Elgazzar and Sanaa Alwidian
Distributed Misbehavior Detection System for Cooperative Driving Networks
Wassila Lalouani and Abdullahi Modibbo Abdullahi

Future Compute Continuum and Seamless Ecosystems #2

Room: Aria AB

Session chair: Kyungyong Lee

A Cross-Architecture Evaluation of WebAssembly in the Cloud-Edge Continuum
Sangeeta Kakati and Mats Brorsson
A Formal Modeling and Verification Approach for IoT-Cloud Resource-Oriented Applications
Yassmine Gara Hellal, Lazhar Hamel and Mohamed Graiet
Jingle: IoT-Informed Autoscaling for Efficient Resource Management in Edge Computing
Yixuan Wang, Abhishek Chandra and Jon Weissman

Software Systems and Platforms #2

Room: Maestro AB

Session chair: Matthew Curry

vASP: Full VM Life-cycle Protection Based on Active Security Processor Architecture
Jiayun Chen, Qihang Zhou, Weijuan Zhang, Nan Jiang, Yamin Xie and Xiaoqi Jia
COTuner: Joint Optimization of Resource Configuration and Software Parameters for Recurring Streaming Jobs on the Cloud (presented online)
Hui Dou, Shanshan Zhu, Yuxuan Zhou, Yiwen Zhang, Jicheng Mei, Yang Wu and Jiaqing Dai
SWEETSPOTVM: Oversubscribing CPU without Sacrificing VM Performance
Pierre Jacquet, Thomas Ledoux and Romain Rouvoy

ML for Systems and Systems for ML #2

Room: Concerto AB

Session chair: Roja Eswaran

Efficient Data-Parallel Continual Learning with Asynchronous Distributed Rehearsal Buffers
Thomas Bouvier, Bogdan Nicolae, Hugo Chaugier, Alexandru Costan, Ian Foster and Gabriel Antoniu
Is the powersave governor really saving power?
Darong Huang, Luis Costero and David Atienza
Dual Adaptive Compression for Efficient Communication in Heterogeneous Federated Learning (presented online)
Yingchi Mao, Zibo Wang, Chenxin Li, Jiakai Zhang, Shufang Xu and Jie Wu
Tuesday, May 7, 3:30pm-4pm

Coffee break

Room: Overture

Tuesday, May 7, 4pm-5:30pm

ICFEC Poster Session

Room: Symphony ballroom

IoTSimSecure: Towards an IoT Simulator Supporting Cyber-Threat Detection Algorithms
Reham Almutairi, Giacomo Bergami and Graham Morgan
A Hybrid-Cloud Autoencoder Ensemble Method for BotNets Detection on Edge Devices
Steven Arroyo and Shen-Shyang Ho
Computation Offloading for Precision Agriculture using Cooperative Inference
Shen-Shyang Ho, Paolo Rommel Sanchez, Nicholas Bovee, Suraj Bitla, Gopi Krishna Patapanchala and Stephen Piccolo
SplitTracer: A Cooperative Inference Evaluation Toolkit for Computation Offloading on the Edge
Nicholas Bovee, Stephen Piccolo, Suraj Bitla, Gopi Krishna Patapanchala and Shen-Shyang Ho

CCGRID Poster Session

Room: Aria AB

Session chair: Suman Bhunia

A Preparing Approach to Manipulating Nested Data Structures
Jeffrey Myers and Yaser Mowafi
Power of Insensitivity: Fixing Threshold Truncation of Switch Buffer Management Policies
Yuan Lu, Dinghuang Hu, Guannan Zhang, Jie Shen and Dezun Dong
PLANT GUARD: AI-ENHANCED PLANT DISEASES DETECTION FOR SUSTAINABLE AGRICULTURE
Gokulachandru S, Bharathkumar V, Mohamad Yusuf M and Arulmurugan S

Software Systems and Platforms #3

Room: Maestro AB

Session chair: Joel Wolfrath

Elasticity in a Task-based Dataflow Runtime Through Inter-node GPU Work Stealing
Joseph John and Josh Milthorpe
Improving the Efficiency of Serverless Computing via Core-Level Power Management
Du Liu, Jing Wang, Xinkai Wang, Chao Li, Lu Zhang, Xiaofeng Hou, Xiaoxiang Shi and Minyi Guo
SLO-Power: SLO and Power-aware Elastic Scaling for Web Sevices
Mehmet Savasci, Abel Souza, Li Wu, David Irwin, Ahmed Ali-Eldin and Prashant Shenoy
HUILLY: A Non-Blocking Ingestion Buffer for Timestepped Simulation Analytics
Xiaorui Du, Andrea Piccione, Adriano Pimpini, Stefano Bortoli, Alois Knoll and Alessandro Pellegrini

ML for Systems and Systems for ML #3

Room: Concerto AB

Session chair: Xinyi Li

Preserving Near-Optimal Gradient Sparsification Cost for Scalable Distributed Deep Learning
Daegun Yoon and Sangyoon Oh
Federated Semi-Supervised Learning with Local and Global Updating Frequency Optimization (presented online)
Xin Hang, Yang Xu, Hongli Xu, Yunming Liao and Lun Wang
CNN Training Latency Prediction Using Hardware Metrics on Cloud GPUs
Yoonseo Hur and Kyungyong Lee
Accelerating Large Language Model Training with Hybrid GPU-based Compression
Lang Xu, Quentin Anthony, Qinghua Zhou, Nawras Alnaasan, Radha Raju Gulhane, Aamir Shafi, Hari Subramoni and Dhabaleswar K. Panda
Tuesday, May 7, 5:30pm-7pm

Reception

Room: Symphony ballroom

Wednesday, May 8

Back to top

Wednesday, May 8, 8:30am-9am

Registration

Wednesday, May 8, 9am-10am

Keynote

Room: Symphony ballroom

Session chair: Alexandru Iosup

Keynote dr. Samuel Kounev
Serverless Computing: An Old Wine in New Bottles or More?
More info
Wednesday, May 8, 10am-10:30am

Coffee break

Room: Overture

Wednesday, May 8, 10:30am-12pm

ICFEC #4

Room: Symphony ballroom

Migration of Isolated Application Across Heterogeneous Edge Systems
Marius Kreutzer, Maximilian Seidler, Konstantin Dudzik, Victor Pazmino Betancourt and Jürgen Becker
Synergizing Fuzzy-based Task Offloading with Machine Learning-driven Forecasting for IoT
Andras Markus, Valentin Daniel Hegedus, József Dániel Dombi and Attila Kertesz
Reinforcement Learning-driven Data-intensive Workflow Scheduling for Volunteer Edge-Cloud
Motahare Mounesan, Mauro Lemus Alarcon, Hemanth Yeddulapalli, Prasad Calyam and Saptarshi Debroy

Applications and Workflows #1

Room: Aria AB

Session chair: Peng Kang

EnC-IoT: An Efficient Encryption and Access Control Framework based on IPFS for Decentralized IoT
Mansub Song, Minji Lee, Sunggon Kim, Hyeonsang Eom and Yongseok Son
STRonG: System Topology Risk Analysis on Graphs
Lars Schneidenbach, Sandhya Koteshwara, Apoorve Mohan, Martin Ohmacht and Eun Kyung Lee
SMART: Serverless Module Analysis and Recognition Technique in Managed Environments
Adi Ashkenazi, Edita Grolman, Aviad Elyashar, Dudu Mimran, Oleg Brodt, Yuval Elovici and Asaf Shabtai

Hardware Systems and Networking #1

Room: Maestro AB

Session chair: Marcelo Carvalho

Towards Better QoS and Lower Costs of P4 EIPGateway at the Edge
Ming Yang, Xin Yang, Liang Xu, Yefei Hou, Long Xie and Yong Wang
AppSteer: Framework for Improving Multicore Scalability of Network Functions via Application-aware Packet Steering
Ashwin Kumar, Rajneesh Katkam, Pranav Chaudhary, Priyanka Naik and Mythili Vutukuru
A Hybrid Solution to Provide End-to-End FlowControl and Congestion Management in High-Performance Interconnection Networks
Alberto Merino, Jesus Escudero-Sahuquillo, Pedro Javier Garcia, Francisco J. Quiles, Fei Chen, Yunping Lyu, Long Yan and Jose Duato
CMB: A Configurable Messaging Benchmark to Explore Fine-Grained Communication
W. Pepper Marts, Donald A. Kruse, Matthew G. F. Dosanjh, Whit Schonbein, Scott Levy and Patrick G. Bridges

Performance Monitoring, Modeling, Analysis, and Benchmarking #1

Room: Concerto AB

Session chair: Vincent Lannurien

Characterizing and Filtering Timing Fluctuations in Short-Interval Performance Measurements
Qiucheng Liao and James Lin
🏆 Winner of the Best-Paper Award!
TianheStar: Orchestrating SSSP Applications on Tianhe Supercomputer (presented online)
Xinbiao Gan, Qian Tang, Xiong Feng, Shijie Li, Bo Yang and Tiejun Li
A Multi-Level, Multi-Scale Visual Analytics Approach to Assessment of Multifidelity HPC Systems
Shilpika Shilpika, Bethany Lusch, Murali Emani, Filippo Simini, Venkatram Vishwanath, Michael Papka and Kwan-Liu Ma
XFBench: A Cross-Cloud Benchmark Suite for Evaluating FaaS Workflow Platforms
Varad Kulkarni, Nikhil Reddy, Tuhin Khare, Harini Mohan, Jahnavi Murali, Mohith A, Ragul B, Sanjai Balajee, Sanjjit S, Swathika Durairaj, Vaishnavi S, Yashasvee V, Chitra Babu, Abhinandan S Prasad and Yogesh Simmhan
Wednesday, May 8, 12pm-1:30pm

Lunch break @ Jean's Cafe

Location:
1334 Walnut St, Philadelphia, PA 19107

Do not forget to bring your lunch ticket!

Wednesday, May 8, 1:30pm-2:30pm

Keynote

Room: Symphony ballroom

Session chair: Xubin He

Keynote dr. Remzi Arpaci-Dusseau
A Separate Piece: On The Utility of Key/Value Separation
More info
Wednesday, May 8, 2:30pm-3:30pm

ICFEC #5

Room: Symphony ballroom

VATE: Edge-Cloud System for Object Detection in Real-Time Video Streams
Maximilian Maresch and Stefan Nastic
Enabling Adaptive Video Streaming via Content Steering on the Edge-Cloud Continuum
Eduardo Gama, Roberto Rodrigues-Filho, Edmundo Madeira, Roger Immich and Luiz F. Bittencourt

Computer Science Education

Room: Aria AB

Session chair: Mehmet Savasci

Reviving Storage Systems Education in the 21st Century — An experience report
Animesh Trivedi, Matthijs Jansen, Krijn Doekemeijer, Sacheendra Talluri and Nick Tehrany
Nominated for the Best-Paper Award!
Training Future Computer Scientists for the Challenges of HPC in the Post-Moore Era
Vincenzo De Maio, Meerzhan Kanatbekova, Felix Zilk, Nicolai Friis, Tobias Guggemos and Ivona Brandic

Hardware Systems and Networking #2

Room: Maestro AB

Session chair: Marcelo Carvalho

PireSPM: Efficient and Recoverable SecurePersistent Memory for Multi-cores (presented online)
Weijie Huang, Bohong Zhu and Jiwu Shu
FTTN: Feature-Targeted Testing for Numerical Properties of NVIDIA & AMD Matrix Accelerators
Xinyi Li, Ang Li, Bo Fang, Katarzyna Swirydowicz, Ignacio Laguna and Ganesh Gopalakrishnan
A Bandwidth-Optimal All-to-All Communication in Two-Dimensional Fully Connected Network
Kien Trung Pham, Thao Nguyen Truong and Michihiro Koibuchi

Distributed and Parallel Storage Systems #1

Room: Concerto AB

Session chair: Suren Byna

Efficiently Reducing Storage Footprint in Reproducible Containers via I/O Specialization
Rohan Tikmany, Prashant Kumar, Aniket Modi, Raffay Atiq, Moaz Reyad, Ashish Gehani and Tanu Malik
Dataplug: Unlocking extreme data analytics with on-the-fly dynamic partitioning of unstructured data
Aitor Arjona Pérez, Pedro Garcia Lopez and Daniel Barcelona-Pons
ZUFS: Enhancing Stability and Endurance in Mobile Devices with Integrated Zoned Namespaces in Universal Flash Storage (presented online)
Pengbo Yan, Bohong Zhu, Zhirong Shen and Jiwu Shu
Wednesday, May 8, 3:30pm-4pm

Coffee break

Room: Overture

Wednesday, May 8, 4pm-5:30pm

ICFEC #6

Room: Symphony ballroom

Thinking out of replication for geo-distributing applications: the sharding case
Geo Johns Antony, Marie Delavergne, Adrien Lebre and Matthieu Rakotojaona Rainimangavelo
WoW-IO: a Gaming-Based Storage Trace Generator for Edge Computing
Oleg Kolosov, Tom Herman, Ido Zohar and Gala Yadgar
Knowledge Distillation Based on Monoclass Teachers in Edge Infrastructure Using Unlabeled Data
Cédric Maron, Virginie Fresse, Karynn Morand and Freddy Havart

SCALE challenge

Room: Aria AB

Session chair: Jean Luca Bez

Sub-model Parallelism: A Scale-out Deployment Method for Large Multi-modal DNNS
Tianhao Huang, Lingyu Sun, Xiaofeng Hou, Xiaozhi Zhu, Xinfeng Xia, Yutong Wang, Mingxi Chen and Chao Li
A Distributed, Asynchronous Algorithm for Large-Scale Internet Network Topology Analysis
Youssef Elmougy, Akihiro Hayashi and Vivek Sarkar
🏆 Winner of the SCALE Challenge!

Doctoral Symposium

Room: Maestro AB

Session chair: Key Liao

Discovery of Floating-Point Differences Between NVIDIA and AMD GPUs
Xinyi Li, Ang Li, Bo Fang, Kasia Swirydowicz, Ignacio Laguna and Ganesh Gopalakrishnan
Towards an Intelligent Framework for Scientific Computational Steering in Big Data Systems
Yijie Zhang and Chase Wu
Towards Holistic Resource Management for Serverless Platforms
Amit Samanta
Data Sharing-Aware Task Allocation in Edge Computing Systems
Sanaz Rabinia Haratbar and Daniel Grosu
Incorporating Memory Sharing-awareness in Multi-VM Live Migration
Roja Eswaran, Mingjie Yan and Kartik Gopalan

Performance Monitoring, Modeling, Analysis, and Benchmarking #2

Room: Concerto AB

Session chair: Wei Zhang

CINDA: Don't Ignore Instructions When Cloning Memory Access Behavior
Wenhai Lin, Yiquan Chen, Zhen Jin, Jiexiong Xu, Peiyu Liu, Shishun Cai, Yuzhong Zhang, Jingchang Qin, Yiquan Lin and Wenzhi Chen
BlueJay: A Platform to Quantifying the Impact of Memory Latency on Datacenter Applications Performance
Jingchang Qin, Yiquan Chen, Shishun Cai, Wenhai Lin, Jiexiong Xu, Zhen Jin, Lifa Cao, Zijie Zheng, Yuzhong Zhang, Yi Chen and Wenzhi Chen
Quantifying and Modeling Irregular MPI Communication
Carson Woods, Derek Schafer, Patrick Bridges and Anthony Skjellum
HAPPIES: a History-Aware Efficient Cloud Resource Overcommitment System
Ziwei Huang, Shibo Tang, Zihao Chang, Lin Tan, Qichao Lu, Jian Ouyang, Wenbin Lv, Zhicheng Yao, Yungang Bao and Sa Wang
Wednesday, May 8, 6:30pm-10pm

Banquet @ Estia Restaurant

Location:
1405-07 Locust St, Philadelphia, PA 19102

Do not forget to bring your banquet ticket!

Thursday, May 9

Back to top

Thursday, May 9, 8:30am-9am

Registration

Thursday, May 9, 9am-10am

Distributed and Parallel Storage Systems #2

Room: Aria AB

Session chair: Wei Zhang

HeROcache: Storage-Aware Scheduling in Heterogeneous Serverless Edge -- The Case of IDS
Vincent Lannurien, Camélia Slimani, Laurent D'Orazio, Olivier Barais, Stéphane Paquelet and Jalil Boukhobza
Hades: A Context-Aware Active Storage Framework for Accelerating Large-Scale Data Analysis
Jaime Cernuda, Luke Logan, Ana Gainaru, Scott Klasky, Jay Lofstead, Anthony Kougkas and Xian-He Sun
IDIOMS: Index-powered Distributed Object-centric Metadata Search for Scientific Data Management
Wei Zhang, Houjun Tang and Suren Byna

ML for Systems and Systems for ML #4

Room: Maestro AB

Session chair: FNU SHILPIKA

A Clustering-Oriented Method for Open-Domain Named Entity Recognition
Jiahui Li, Diange Zhou, Yilin Duan, Hong Yao and Xinchuan Li
Intelligent Data Source Emission Rate Control for Optimising the Performance of Streaming Applications (presented online)
Ziren Xiao, Maria Rodriguez and Christopher Leckie
Opportunistic Energy-Aware Scheduling for Container Orchestration Platforms Using Graph Neural Networks
Philipp Raith, Gourav Rattihalli, Aditya Dhakal, Sai Rahul Chalamalasetti, Dejan Milojicic, Eitan Frachtenberg, Stefan Nastic and Schahram Dustdar
Thursday, May 9, 10am-10:30am

Coffee break

Room: Overture

Thursday, May 9, 10:30am-12pm

Scheduling and Workflows

Room: Aria AB

Session chair: Vincent Lannurien

Improved Parallel Application Performance and Makespan by Colocation and Topology-aware Process Mapping
Ioannis Vardas, Sascha Hunold, PhilippeSwartvagher and Jesper Larsson Träff
Fair, Efficient Multi-Resource Scheduling for Stateless Serverless Functions with Anubis
Amit Samanta and Ryan Stutsman
Workflow Mini-Apps: Portable, Scalable, Tunable & Faithful Representations of Scientific Workflows
Ozgur O Kilic, Tianle Wang, Matteo Turilli, Mikhail Titov, Andre Merzky, Line Pouchard and Shantenu Jha
Multi-Objective Optimization for Joint Task Scheduling and Data Placement in Edge-based AIoT Systems: A Learning-Based Approach (presented online)
Mingyan Fang, Xiao Liu, Jia Xu, Aiting Yao, Fengjie Tang and Xuejun Li

AI and Edge

Room: Maestro AB

Session chair: Jaime Cernuda Garcia

DeepVM: Integrating Spot and On-Demand VMs for Cost-Efficient Deep Learning Clusters in the Cloud
Yoochan Kim, Kihyun Kim, Yonghyeon Cho, Jinwoo Kim, Awais Khan, Ki-Dong Kang, Baik-Song An, Myung-Hoon Cha, Hong-Yeon Kim and Youngjae Kim
MDSTGCN: Multi-Scale Dynamic Spatial-Temporal Graph Convolution Network With Edge Feature Embedding for Traffic Forecasting (presented online)
Sijia Liu, Hui Xu, Fanyu Meng and Qianqian Ren
Demystifying Swarm Learning: An Emerging Decentralized Federated Learning System (presented online)
Jialiang Han, Yudong Han, Ying Zhang, Xiang Jing and Yun Ma
MQTT2EdgePeer: a Robust and Scalable Brokerless Peer-to-Peer Edge Middleware for Topic-Based Publish/Subscribe
Saeed Rahmani, Amir Ali-Pour, Camille Coti and Julien Gascon-Samson