Updates

2023

• Our work on “GiPH: Generalizable Placement Learning for Adaptive Heterogeneous Computing” (in collaboration with Carnegie Mellon University) is accepted to appear at Sixth Conference on Machine Learning and Systems (MLSys 2023).
• We are invited for a special session on “Learning-Oriented Reliability Improvement of Computing Systems From Transistor to Application Level” in the 26th International Conference on Design Automation and Test in Europe (DATE 2023). [Paper]
• Our paper titled “Generic Soft Error Data and Control Flow Error Detection by Instruction Duplication” is accepted for publication in IEEE Transactions on Dependable and Secure Computing (IEEE TDSC). 
• Our project proposal is accepted by competitive SRC AI hardware program from Semiconductor Research Corporation! We are excited for researching on sustainable and agile AI hardware development through “AI for AI”. Congratulations Aviral and Shail.
• We are teaching a new course on “Topics in Machine Learning Accelerator Design” at ASU in Spring 2023 (CSE/CEN 598). [Course Reading List]

2022

• Consider participating in NSF Workshop Panel Discussions on Sustainable Computing, including our own Shail Dave as a topical expert for “Architectures” track.
• Shail wins first runner-up award at ACM Student Research Competition (SRC), hosted by ACM SIGBED (Special Interest Group on Embedded Systems). Congratulations!
• Shail will present our work on agile and explainable exploration of efficient deep learning accelerators at IBM-IEEE CAS/EDS AI Compute Symposia 2022.
• Hwisoo and Moslem’s paper titled “EXPERTISE: An Effective Software-level Redundant Multithreading Scheme against Hardware Faults” is accepted for publication in ACM Transactions on Architecture and Code Optimization (ACM TACO).
• Check out IEEE HKN GradLab Episode about graduate school experiences (theme: Interpersonal lab relationship), featuring our own Shail Dave. [Feature Post]
• Shail will present our survey and takeaways about “Efficient Sparse NN Processing on Hardware Accelerators: Survey and Insights” at Annual Sparsity in Neural Networks 2022 workshop, co-located meetup with ICML 2022. [Poster] [Tweet]
• Aviral will give a keynote at International Conference on Intelligent Transportation and Smart Cities.
• Shail is invited to give a talk on “Agile and Explainable Exploration of Efficient Hardware/Software Codesigns of Deep Learning Accelerators” at DAC-ROAD4NN: Annual International Workshop on Research Open Automatic Design for Neural Networks at the 59th annual ACM/IEEE/ESDA Design Automation Conference (DAC 2022 ). [Check the previous edition here.]
• Edward‘s paper on “Accurate Cooperative Sensor Fusion by Parameterized Covariance Generation for Sensing and Localization Pipelines in CAVs” is accepted at the 23rd Intelligent Transportation Systems Conference (IEEE ITSC 2022).
• We will give a demo on “Efficient Hardware/Software Codesigns of NPUs in Minutes!” at ACM SIGDA University Demonstration, DAC 2022. See Teaser.
• Shail‘s research on Machine Learning Accelerators is featured in the  IEEE Bridge – Graduate Research Spotlight (in volume 118, issue 2) and highlighted by IEEE Eta Kappa Nu on various social media. 
• Aviral serves as the general chair of ACM/IEEE Embedded Systems Week (ESWEEK) 2022, which is a hybrid conference with Shanghai and Phoenix as on-site locations. Consider participating! [Student Activities] [Education Classes] [Plenary Talks] [Workshops] [Tutorials] [LinkedIn] [Twitter] [YouTube] (Need-based student travel grants and fee waivers available.)
• Shail’s dissertation research on “Accelerator Design 2.0: Agile, Efficient, Explainable, and Sustainable” appears at the Ph.D. forum in DAC 2022 (59th annual ACM/IEEE/ESDA Design Automation Conference) and IPDPS 2022 (36th IEEE International Parallel & Distributed Processing Symposium).
• Aviral serves as the Graduate Program Chair, Computer Science and Engineering. 
• Sanggu defended his master’s thesis titled “Blame-Free Motion Planning in Hybrid Traffic”. 
• Shail is awarded the merit-based Completion Fellowship from Arizona State University. Congratulations!
• Aviral serves as a guest editor of a special issue of Springer Real-Time Systems on Practical and Robust Design of Real-Time Systems. 
• Christian successfully defended his bachelor’s thesis on “Making a Real-Time Operating System for the Raspberry Pi 2B”. [Code]
• Shail receives the competitive “Outstanding Research Award” from ASU Graduate and Professional Students Association (for the 2021-2022 term). Congratulations!
• Our research on Autonomous Vehicles has been featured in the ASU News article “A new approach to robotics: Innovative helper and assistive robots mark ASU’s celebration of National Robotics Week“. 
• Aviral and Shail are invited to organize a special session on “Towards an Agile Design Methodology for Efficient, Reliable, and Secure ML Systems” at 40th IEEE VLSI and Test Symposium (VTS 2022). [Paper] [Slides]
• Mohammad and MohammadReza’s patent on “Systems and Methods for Intersection Management for Connected Autonomous Vehicles” is granted by US PTO. Congratulations!
• Edward is selected as ARCS (The Achievement Rewards for College Scientists) scholar for the year 2022-2023. Congratulations!
• Shail‘s position/vision paper on “Accelerator Design 2.0″ — Comprehensive, Reusable, Explainable, and Agile Design Exploration of Next-Gen Hardware Accelerators” is accepted in the annual LATTE workshop, co-located with ACM ASPLOS 2022. [Paper] [Talk]
• Aviral serves as the general chair of ACM/IEEE Embedded Systems Week (ESWEEK) 2022, which will be organized as a hybrid conference with Shanghai as an on-site location. Consider submitting your best work! [Call for Papers] [LinkedIn] [Twitter] [YouTube]
• Our paper “Plan B – Design Methodology for Cyber-Physical Systems Robust to Timing Failure”, in collaboration with Prof. Carlee Joe-Wong, Prof. Jonathan Aldrich (Carnegie Mellon University) and Dr. Bob Iannucci (Google) is accepted for publication in ACM Transactions on Cyber-Physical Systems (TCPS). Congratulations Dr. Mohammad, Prof. MohammadReza, and Edward, and the team!
• Mahesh’s paper “PathSeeker: A Fast Mapping Algorithm for CGRAs” is accepted to appear at 25th International Conference on Design Automation and Test in Europe (DATE), 2022.
• Our collaborative paper “Compatibility Checking for Autonomous Lane-Changing Assistance Systems” is accepted to appear at 25th International Conference on Design Automation and Test in Europe (DATE), 2022.

2021

• Dr. Mohammad received Dean’s Dissertation Award from the Ira. A. Fulton Schools of Engineering. Congratulations!!
• Aviral serves as the survey/tutorials editor for ACM Transactions of Embedded Computing Systems (TECS). Considering submitting!
• Our collaborative paper “Comprehensive Failure Analysis against Soft Errors from Hardware and Software Perspectives” is accepted to appear at the 39th IEEE International Conference on Computer Design (ICCD 2021).
• Mahesh successfully defended his Ph.D. dissertation — “Compiler Design for Accelerating Applications on Coarse-Grained Reconfigurable Architectures”. Congratulations, Dr. Balasubramanian!
• Aviral will give a keynote on “Towards Connected and Safe Autonomous Vehicle” at the 25th International Symposium on VLSI Design and Test (VDAT).
• Our survey paper on accelerating sparse and compact ML/DNN models is accepted for publication in the Proceedings of the IEEE — flagship publication of the IEEE. Congratulations Shail!!
• Aviral serves as vice general chair of Embedded Systems Week (ESWEEK), 2021. Check out the exciting program and join us virtually during October 08-15!
• Our collaborative work on “A Framework and DSL for Distributed, Energy-constrained, and Time-sensitive Applications” appears at Workshop on Implementation, Compilation, Optimization of OO Languages, Programs and Systems at ECOOP and ISSTA.
• Aviral served as an expert coordinator for the First IoT Expert Curiosity University T-Mobile Cohort. 
• Our collaborative work for time-sensitive programming won second place in the 2021 CPS IoT-Week Student Design Competition (“Networked Computing on the Edge”). Talk: “Ticktalk: One Program to Rule the Intersection”. Congratulations Edward! 
• Mohammadreza successfully defended his Ph.D. dissertation — “A Methodology and Formalism to Handle Timing Uncertainties in Cyber-Physical Systems”. Congratulations, Dr. Mohammadreza!
• Aviral serves on the selection committee for ACM SIGBED-SIGSOFT Frank Anger Memorial Award 2021. Consider applying!
• Mohammad successfully defended his Ph.D. dissertation — “Safe and Robust Cooperative Algorithm for Connected Autonomous Vehicles”. Congratulations, Dr. Khayatian!
• Our research on connected autonomous vehicles was presented at 2021 STEM EXPO Week from the Science Olympiad. [Video]
• Looking for some summer reading? Check out annual recommendations from ASU faculty, including our own Aviral Shrivastava.
• Mohammad’s paper on “Cooperative Driving of Connected Autonomous Vehicles in Smart Cities using Responsibility-Sensitive Safety Rules” is accepted for publication in International Conference on Cyber-Physical Systems (ICCPS).
• Aviral serves as vice general chair of Embedded Systems Week (ESWEEK), 2021. Consider submitting your best work! [Call for Papers]
• Hwisoo and Moslem’s paper titled “CHITIN: A Comprehensive In-thread Instruction Replication Technique Against Transient Faults” is accepted to appear at Design, Automation and Test in Europe Conference (DATE). 
• Aviral serves on the Steering Committee of the ACM Languages, Compilers, Tools and Theory of Embedded Systems (LCTES). 
• Our collaborative paper “SPX64: A Scratchpad Memory for General-Purpose Microprocessors” is accepted for publication in ACM Transactions on Architecture and Code Optimization (TACO) (to be presented at HiPEAC). 

2020

• ACM SIGBED Blogpost about 41st IEEE Real-Time Systems Symposium (RTSS 2020), which will be held virtually December 1–4, 2020. Consider attending! 
• Aviral is inducted into the National Academy of Inventors, ASU Chapter.
• Mahesh‘s article “CRIMSON: Compute-intensive loop acceleration by Randomized Iterative Modulo Scheduling and Optimized Mapping on CGRAs” is accepted for publication in  IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD).
• Our book chapter on “Design techniques to improve the resilience of computing systems: architectural layer” is published. (Book: Cross-Layer Reliability of Computing Systems, IET, 2020.)  
• Our research on resilient and robust intersection management is featured in ASU full circle news: Smart transportation systems need to reckon with rogues. 
• Mohammad‘s article on “A Survey on Intersection Management of Connected Autonomous Vehicles” is accepted for publication in ACM Transactions on Cyber-Physical Systems (TCPS).
• Preprint of our comprehensive survey titled “Hardware Acceleration of Sparse and Irregular Tensor Computations of ML Models: A Survey and Insights” is now available [arXiv].
• Mohammad‘s paper “R2IM Robust and Resilient Intersection Management of Connected Autonomous Vehicles” is accepted for presentation at the 23rd Intelligent Transportation Systems Conference (IEEE ITSC 2020).
• Aviral is serving as the virtual conference chair of Embedded Systems Week 2020 (ESWEEK 2020) [Call for papers].
• Aviral is serving as chair of the Design and Application track for 41st IEEE Real-Time Systems Symposium (RTSS 2020) [Call for papers].
• Shail‘s paper titled “dMazeRunner: Optimizing Convolutions on Dataflow Accelerators” is accepted to appear in the session on Array-based Architectures for Energy-efficient Signal Processing Systems at the 45th International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2020). [Talk] [Framework]
• Aviral is serving as the deputy editor-in-chief of IEEE Embedded Systems Letters. 
• Mahesh‘s paper on “Scaling of Union of Intersections for Inference of Granger Causal Networks from Observational Data” is accepted to appear at 34th IEEE International Parallel and Distributed Processing Symposium (IPDPS 2020).
• Aviral will present on “Make Programming Simple Again – Resilience” at the Computer Science Seminar Series of Donald Bren School of Information and Computer Sciences, University of California, Irvine.

2019

• Our research on resilient computing got featured on the front-page of Ira A. Fulton Schools of Engineering. [Full Article on A soft approach to a hard problem in autonomous vehicles]
• Aviral is serving as a guest editor of a special issue of ACM Transactions on Cyber-Physical Systems on Time for CPS. [TCPS Special Issue on ACM Digital Library]
• dMazeRunner framework for optimizing dataflow acceleration of machine learning models on coarse-grained programmable accelerators is released (alpha)!
• Mohammad‘s article on “Crossroads+: A Time-Aware Approach for Intersection Management of Connected Autonomous Vehicles” is accepted for publication in ACM Transactions on Cyber-Physical Systems (TCPS).
• Aviral is on the panel that will discuss  “Teaching New Technologies in Computer Architecture” at the Workshop on Computer Architecture Education, Held in conjunction with the 46th International Symposium on Computer Architecture (ISCA 2019).
• Our paper titled “Static Function Prefetching for Efficient Code Management on Scratchpad Memory” is accepted to appear at 37th IEEE International Conference on Computer Design (ICCD 2019).
• Aviral will present on programmable dataflow accelerators at workshop on Renegotiating the Levels of Abstraction for the Post Moore’s Law Era, ARM Research Summit 2019. [Slides]
• Aviral presented on “Programmable Test Track for AVs” at a workshop on Consensus Safety Measurement Methodologies for ADS-Equipped Vehicles co-organized by NIST. [Webcast] [Workshop Report]
• Shail‘s paper titled “dMazeRunner: Executing Perfectly Nested Loops on Dataflow Accelerators” is accepted to appear at International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS 2019) which is affiliated with Embedded Systems Week (ESWEEK).
• Aviral is serving as a guest editor of a special issue of ACM Transactions on Embedded Computing Systems on Languages Compilers Tools and Theory of Embedded Systems. [TECS Special Issue on ACM Digital Library]
• Aviral will give a talk on “Software Schemes for Resilience Against Soft Errors” at Karlsruhe Institute of Technology (KIT).
• Rachel successfully defended her master’s thesis — R2IM: Reliable and Robust Intersection Manager Robust to Rogue Vehicles. Congratulations!
• Our paper titled “Software Approaches for In-time Resilience” (invited) will appear at the 56th annual design automation conference (DAC 2019).
• Aviral presented at ASU Transportation Seminar on “Time in cyber-physical systems“. [Talk]
• Aviral talks about Digital license plates that cost whopping $499 now an option for Arizona drivers [Fox News]
• Abhishek and Reiley’s article on “Control Flow Checking or Not? (for Soft Errors)” is accepted for publication in ACM Transactions on Embedded Computing Systems (TECS).
• Aviral will join the panel that will discuss about “Academia-Industry Collaboration: Challenges in the Research Pipeline” at International Conference on VLSI Design and Embedded Systems 2019.
• Aviral is serving as a guest editor of a special issue of ACM Transactions on Cyber-Physical Systems on Time for CPS.
• Moslem successfully defended his Ph.D. dissertation — Software Techniques For Dependable Execution. Congratulations, Dr. Moslem Didehban!
• Aviral is serving as a Program Committee Chair of LCTES 2019.

2018

• Moslem and Hwisoo‘s paper on “Exploring Software Redundant Multi-threading for Soft/Hard Error Detection and Recovery” is accepted for publication at DATE 2019.
• Aviral is serving as a guest editor of a special issue of IET Computers & Digital Techniques on Energy-efficient Computing for Embedded and IoT Devices.
• Aviral will present on “Coarse-Grained Reconfigurable Arrays for Accelerating Beyond GPUs” at Future Chips Forum 2018, Tsinghua University.
• ASU researchers partner with Local Motors for Electric AVs In-Wheel Motor Design.
• Yooseong, Mohammad, Jing and Jinn-Pean’s papers are accepted to appear at International Conference on VLSI Design and Embedded Systems 2019.
• Mohammad and MohammadReza‘s paper on “RIM: Robust Intersection Management for Connected Autonomous Vehicles” is accepted for publication at RTSS 2018. Congratulations!
• Recent editorial of ACM Transactions on Embedded Computing Systems (TECS) nicely summarizes the lessons learned from ACM/IEEE Early Career Workshop, which was co-organized by Aviral at DAC 2018.
• Aviral will present on Energy efficient acceleration of residual neural networks using CGRA at ARM Research Summit 2018. [Talk] [Slides] [insideHPC]
• The Show: Aviral’s interview on Should Autonomous Car Makers Slow Down Testing?
• Shail will present our paper “RAMP: Resource-Aware Mapping for CGRAs” @ DAC 2018, in the session The Art of Mapping for Accelerators, one of the sessions recommended from the industry experts.
• Aviral is organizing ACM/IEEE Early Career Workshop at DAC 2018.
• Shail received “Outstanding Computer Engineering TA Award” from SCIDSE, ASU in 2018.
• Human Influence makes Autonomous Vehicles Programming Unsafe [Insurance Journal] [NewsWise]
• Aviral talks about Autonomous vehicles traveling wrong road to safety [ASU Now] [[email protected]] [Office of University Initiatives, ASU] [Claims Journal]
• MohammadReza‘s paper on “An Efficient Timestamp-Based Monitoring Approach to Test Timing Constraints of Cyber-Physical Systems” is accepted for publication at DAC 2018. Congratulations!
• Shail‘s paper on “RAMP: Resource-Aware Mapping for CGRAs” is accepted for publication at 55th Annual Design Automation Conference (DAC 2018).
• Moslem’s paper on “A Compiler Technique for Processor-Wide Protection From Soft Errors in Multithreaded Environments” is accepted to appear in IEEE Transactions on Reliability.
• Aviral will give a talk on “Can Software Techniques Protect from Soft Errors?” at University of Michigan, Ann Arbor.
• Aviral is serving as an associate editor of IEEE Transactions on Computer-Aided Design of integrated circuits and systems (TCAD).

2017

• Aviral will give Keynote on “Time in Cyber-Physical Systems” at IEEE International Symposium on Nanoelectronic and Information Systems (IEEE-iNIS).
• Moslem, Shail and Mahesh’s papers are accepted for publication at DATE 2018.
• Aviral and Jian co-authored a book chapter on “Hardware-Aware Compilation“. (Book: Handbook of Hardware/Software Codesign, Springer.)
• Aviral is serving as Program Committee chair of CODES+ISSS 2018.
• Jian successfully defended his Ph.D. dissertation — Scratchpad Management in Software Managed Manycore Architectures. Congratulations, Dr. Jian Cai!
• Aviral is a panelist on Autonomous driving series that will explore roadway infrastructure in the age of driverless cars.
• Aviral will present on Scaling the Real-time Capabilities of Powertrain Controllers in Automotive Systems at NSF CSR PI meeting 2017.
• Moslem and Dheeraj’s paper on “NEMESIS: A Software Approach for Computing in Presence of Soft Errors” is accepted for publication at ICCAD 2017. Congratulations!
• Aviral will give a talk on “Software Techniques for Soft Errors” at UNIST, Republic of Korea.
• Aviral is organizing Fifth International Workshop on Cross-layer Resiliency (ICWR) 2017.
• Moslem received the best poster award at the Ph.D. forum, DAC 2017 for his thesis on “Software Schemes to Tolerate Hardware Faults for Safety-Critical Applications”.
• Mohammad received A. Richard Newton Young Student Fellowship at 54th Design Automation Conference (DAC 2017).
• MohammadReza and Mohammad‘s paper on “Timestamp Temporal Logic (TTL) for Time Testing of Cyber-Physical Systems” is accepted for publication at EMSOFT 2017. Congratulations!
• Aviral is organizing the ACM/IEEE Early Career workshop at DAC 2017.
• Yooseong received “Outstanding Computer Science Graduating Ph.D. Student of the Year” award for WCET-Aware Scratchpad Memory Management for Hard Real-Time Systems in SCIDSE, ASU in 2017.
• Aviral is serving as a guest editor of a special issue of Transactions on Multi Scale Computing Systems (TMSCS) on Accelerated Computing.
• Aviral joins a Panel Discussion on “Autonomous Vehicles: Is our Infrastructure Ready?” [Event at Squire Patton Boggs]
• Edward and Mohammad‘s paper on “Crossroads – Time-Sensitive Autonomous Intersection Management” is the Best paper candidate at Design Automation Conference 2017. Congratulations!
• Moslem’s paper on “An Integrated safe and fast recovery scheme from soft errors” is accepted for publication at DAC 2017.
• Edward’s paper on “Crossroads – Time-Sensitive Autonomous Intersection Management” is accepted for publication at DAC 2017.
• Aviral is serving as Program Committee chair of CODES+ISSS.
• Yooseong defended his thesis  on “WCET-Aware Scratchpad Memory Management for Hard Real-Time Systems” successfully. Congratulations!

2016

• Aviral is serving as associate editor of Transactions on Multi Scale Computing Systems (TMSCS).
• Reiley’s paper on “Systematic Methodology for the Quantitative Analysis of Pipeline Register Reliability in Embedded Systems” is accepted for publication in IEEE Transactions on Very Large Scale Integration (VLSI) Systems.
• A paper on “Languages Must Expose Memory Heterogeneity” is accepted to appear at The International Symposium on Memory Systems (MEMSYS 2016).
• Arizona universities drawing in technology companies [KTAR News]
• Expect the Unexpected: Autonomous car project prepares engineers for industry challenges [ASU Full Circle]
• Shail and MohammadReza received A. Richard Newton Young Student Fellowship at 53rd Design Automation Conference (DAC 2016).
• Robotics from A to Z [The State Press]
• Robotic autonomous cars teach whole system design [ASU Full Circle]  [Fulton Magazine]
• Moslem’s paper on “ZDC: A Compiler technique for Zero Silent Data Corruption” is accepted for publication at DAC 2016.
• Jian’s paper on “Software Coherence Management on Non-Coherent Cache Multi-cores” received Prof. N. N. Biswas Best Student Paper award at VLSI Design 2016.
• Aviral is serving as associate editor of Transactions on Embedded Computing Systems (TECS).

2015

• Aviral featured in the video about “An Elevator Pitch: Real People, Real Elevators” by NSF.
• Jared and Reiley’s article on “A Software Scheme for Multithreading on CGRAs” is accepted to be published in TECS.
• Aviral is serving as a guest editor of a special issue of ACM Transactions on Embedded Computing Systems (TECS) on Software Controlled Memories.

2014

• Aviral will present on “Quantitative Analysis of Control Flow Checking Mechanisms for Soft Errors” in ICS Seminar at University of Texas, Austin.
• Aviral is co-organizing Workshop on Compiler Assisted SoC Assembly (CASA 2014) at Embedded Systems Week.
• Our research on CGRA accelerators featured in Embedded Computing Design magazine [e-article] [magazine].

2013

• Aviral will present on “The Rise and Rise of Scratchpad Memories” at Memory Architecture and Organization Workshop 2013.
• Aviral will present on “Compiler-Microarchitecture Cooperation for Resilience Against Soft Errors” at Workshop on Compiler Assisted SoC Assembly (CASA 2013).
• Aviral will talk about Compilation for SPM-based Manycore Architectures at University of Michigan.
• Robot car steers engineering students’ future [The State Press]
• Robotic Car Can Teach Kids Spelling and Math [Robotics Business Review]
• Infinibotics Cosmo: Robotic toy car meant for edutainment [RobAid]
• Robotic toy car drives engineering students business venture [ASU Now]

2012

• Creative teaching approaches put spotlight on ASU engineers [ASU Inner Circle]
• Aviral will present on “Beyond the Hill of Multi-cores lies the Valley of Accelerators” at IBM Research.
• Aviral will give a talk on “Beyond the Hill of Multicores lies the Valley of Accelerators” at UNIST, Republic of Korea.
• Aviral is selected for participation in 2012 Frontiers of Engineering Education Symposium.
• Our research on reliability got featured in ASU Full Circle.
• ASU Technology Team Prepares for Shanghai [The State Press]

2011

• Advances in reliable computing draw recognition for doctoral student [ASU Full Circle]
• Intel Corp. facility opens opportunity for students [The State Press]
• Aviral will present on “Multi-core Challenge: Missing Memory Virtualization” at Purdue University.
• Aviral will give a talk on “Multi-core Challenge: Missing Memory Virtualization” at UT-Austin Computer Architecture Seminar Series.
• Aviral is awarded NSF CAREER award for Compiler Techniques for Power-Efficient Protection Against Soft Errors.
• Arizona state university & Intel Corporation collaboration in parallel computing

Older

• Science Foundation Arizona grant to ASU/Raytheon research group will fund effort to expand computer capabilities. [ASU Full Circle]
• Aviral talked about “Compiler and Microarchitectural Techniques for Leakage Power Reduction” at Microsoft Research.
• Consortium for embedded systems laying groundwork for global impact [ASU Full Circle]