Mahadev Satyanarayanan | Academic Influence

Mahadev Satyanarayanan's AcademicInfluence.com Rankings

Mahadev Satyanarayanan

Computer Science

#1165

World Rank

#1205

Historical Rank

Database

#651

World Rank

#682

Historical Rank

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Computer Science

Mahadev Satyanarayanan's Degrees

PhD Computer Science Carnegie Mellon University
Masters Computer Science Carnegie Mellon University

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Why Is Mahadev Satyanarayanan Influential?

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According to Wikipedia, Mahadev "Satya" Satyanarayanan is an Indian experimental computer scientist, an ACM and IEEE fellow, and the Carnegie Group Professor of Computer Science at Carnegie Mellon University . He is credited with many advances in edge computing, distributed systems, mobile computing, pervasive computing, and Internet of Things. His research focus is around performance, scalability, availability, and trust challenges in computing systems from the cloud to the mobile edge.

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Mahadev Satyanarayanan's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

The Case for VM-Based Cloudlets in Mobile Computing (2009) (3578)
Pervasive computing: vision and challenges (2001) (2752)
Disconnected operation in the Coda file system (1991) (1503)
Coda: a highly available file system for a distributed workstation environment (1989) (1136)
Scale and performance in a distributed file system (1987) (937)
Agile application-aware adaptation for mobility (1997) (893)
Fundamental challenges in mobile computing (1996) (886)
OpenFace: A general-purpose face recognition library with mobile applications (2016) (864)
Scale and performance in a distributed file system (1988) (585)
Energy-aware adaptation for mobile applications (2000) (548)
PowerScope: a tool for profiling the energy usage of mobile applications (1999) (533)
Andrew: a distributed personal computing environment (1986) (528)
Towards wearable cognitive assistance (2014) (492)
SnowFlock: rapid virtual machine cloning for cloud computing (2009) (452)
Edge Analytics in the Internet of Things (2015) (380)
Mobile computing (1993) (368)
Scalable, secure, and highly available distributed file access (1990) (347)
OpenSlide: A vendor-neutral software foundation for digital pathology (2013) (344)
Internet suspend/resume (2002) (333)
The case for cyber foraging (2002) (330)
Mobile computing: the next decade (2010) (326)
Balancing performance, energy, and quality in pervasive computing (2002) (325)
Disconnected operation in the Coda File System (1992) (314)
Exploiting weak connectivity for mobile file access (1995) (303)
Tactics-based remote execution for mobile computing (2003) (289)
The ITC distributed file system: principles and design (1985) (279)
A trace-based approach for modeling wireless channel behavior (1996) (250)
Quantifying interactive user experience on thin clients (2006) (237)
Integrating security in a large distributed system (1989) (237)
Mobile Information Access (1996) (232)
The Role of Cloudlets in Hostile Environments (2013) (214)
A study of file sizes and functional lifetimes (1981) (209)
A Programming Interface for Application-Aware Adaptation in Mobile Computing (1995) (207)
Simplifying cyber foraging for mobile devices (2007) (206)
Advancing the state of mobile cloud computing (2012) (204)
Trace-based mobile network emulation (1997) (200)
A Boosting Framework for Visuality-Preserving Distance Metric Learning and Its Application to Medical Image Retrieval (2010) (198)
Managing battery lifetime with energy-aware adaptation (2004) (188)
Energy-aware adaptation for mobile applications (1999) (183)
Cloudlets: at the leading edge of mobile-cloud convergence (2014) (181)
An empirical study of latency in an emerging class of edge computing applications for wearable cognitive assistance (2017) (181)
Scalable crowd-sourcing of video from mobile devices (2013) (173)
Lightweight recoverable virtual memory (1993) (172)
Self-tuned remote execution for pervasive computing (2001) (167)
The evolution of Coda (2002) (164)
Experience with Disconnected Operation in a Mobile Computing Environment (1993) (155)
Just-in-time provisioning for cyber foraging (2013) (153)
Quantifying the Impact of Edge Computing on Mobile Applications (2016) (144)
Experience with adaptive mobile applications in Odyssey (1999) (144)
Diamond: A Storage Architecture for Early Discard in Interactive Search (2004) (143)
Bandwidth-Efficient Live Video Analytics for Drones Via Edge Computing (2018) (142)
Opportunistic Use of Content Addressable Storage for Distributed File Systems (2003) (136)
Accessing information on demand at any location. Mobile information access (1996) (130)
Flexible and Safe Resolution of File Conflicts (1995) (130)
An open ecosystem for mobile-cloud convergence (2015) (126)
A SURVEY OF DISTRIBUTED FILE SYSTEMS (1990) (123)
Pervasive Personal Computing in an Internet Suspend/Resume System (2007) (119)
Using history to improve mobile application adaptation (2000) (119)
VMM-independent graphics acceleration (2007) (118)
How close is close enough? Understanding the role of cloudlets in supporting display appropriation by mobile users (2012) (117)
A Brief History of Cloud Offload: A Personal Journey from Odyssey Through Cyber Foraging to Cloudlets (2015) (117)
A status report on research in transparent informed prefetching (1993) (113)
IEEE Workshop on mobile computing systems and applications (1995) (112)
The Impact of Mobile Multimedia Applications on Data Center Consolidation (2013) (110)
Coping with uncertainty (2003) (109)
Lowering the barriers to large-scale mobile crowdsensing (2013) (109)
Jettison: efficient idle desktop consolidation with partial VM migration (2012) (106)
Long Term Distributed File Reference Tracing: Implementation and Experience (1996) (103)
Adaptive VM Handoff Across Cloudlets (2015) (97)
A Scalable and Privacy-Aware IoT Service for Live Video Analytics (2017) (96)
Privacy Mediators: Helping IoT Cross the Chasm (2016) (94)
Towards seamless mobility on pervasive hardware (2005) (92)
Application-aware adaptation for mobile computing (1994) (91)
Log-based directory resolution in the Coda file system (1993) (86)
An empirical study of a wide-area distributed file system (1996) (85)
Computer-aided classification of melanocytic lesions using dermoscopic images. (2015) (82)
The Influence of Scale on Distributed File System Design (1992) (81)
You can teach elephants to dance: agile VM handoff for edge computing (2017) (79)
Predictive Resource Management for Wearable Computing (2003) (78)
Data Staging on Untrusted Surrogates (2003) (77)
A catalyst for mobile and ubiquitous computing (2002) (77)
A conceptual framework for network and client adaptation (2000) (77)
Improving data consistency in mobile computing using isolation-only transactions (1995) (73)
Design Tradeoffs in Applying Content Addressable Storage to Enterprise-scale Systems Based on Virtual Machines (2006) (73)
An empirical study of a highly available file system (1994) (71)
Isolation-only transactions for mobile computing (1994) (68)
A Reference Architecture for Mobile Code Offload in Hostile Environments (2012) (68)
Leveraging Resource Prediction for Anticipatory Dynamic Configuration (2007) (66)
Supporting application-specific resolution in an optimistically replicated file system (1993) (65)
Reducing the Energy Usage of Office Applications (2001) (65)
Interactive Resource-Intensive Applications Made Easy (2007) (64)
Integrating Portable and Distributed Storage (2004) (63)
Mobile computing: the next decade (2011) (58)
Early Implementation Experience with Wearable Cognitive Assistance Applications (2015) (57)
OpenStack++ for Cloudlet Deployment (2015) (57)
Mega-NeRF: Scalable Construction of Large-Scale NeRFs for Virtual Fly- Throughs (2021) (55)
SnowFlock: Virtual Machine Cloning as a First-Class Cloud Primitive (2011) (54)
Parallel Communication in a Large Distributed Environment (1990) (53)
Transient customization of mobile computing infrastructure (2008) (52)
Operation-based Update Propagation in a Mobile File System (1999) (51)
Large Granularity Cache Coherence for Intermittent Connectivity (1994) (50)
Assisting Users in a World Full of Cameras: A Privacy-Aware Infrastructure for Computer Vision Applications (2017) (50)
Experience with Disconnected Operation in a Mobile Environment (1993) (49)
Towards scalable edge-native applications (2019) (46)
Optimization of reference library used in content-based medical image retrieval scheme. (2007) (46)
Lightweight Recoverable Virtual Memory (1994) (45)
Exploiting weak connectivity in a distributed file system (1996) (45)
Cloudlets: at the leading edge of cloud-mobile convergence (2013) (44)
Swiss Army Knife or Wallet (2005) (44)
Seamless mobile computing on fixed infrastructure (2004) (42)
Experimental Testbed for Edge Computing in Fiber-Wireless Broadband Access Networks (2018) (41)
Enabling Live Video Analytics with a Scalable and Privacy-Aware Framework (2018) (40)
SynRGen: an extensible file reference generator (1994) (40)
The Computing Landscape of the 21st Century (2019) (39)
Challenges in Implementing a Context-Aware System (2002) (39)
The Seminal Role of Edge-Native Applications (2019) (39)
Multi-Fidelity Algorithms for Interactive Mobile Applications (1999) (38)
Privacy: The Achilles Heel of Pervasive Computing? (2003) (36)
Low-bandwidth VM migration via opportunistic replay (2008) (36)
Long Term Distributed File Reference Tracing: Implementation and Experience" Technical Report CMU-CS (1996) (35)
The Case for Offload Shaping (2015) (35)
Efficient User-Level File Cache Management on the Sun Vnode Interface (1990) (35)
Improving mobile database access over wide-area networks without degrading consistency (2007) (34)
Are Cloudlets Necessary (2015) (34)
Edge computing for situational awareness (2017) (33)
Extending mobile computer battery life through energy-aware adaptation (2001) (32)
Live Synthesis of Vehicle-Sourced Data Over 4G LTE (2017) (30)
Avoiding Dead Batteries (2005) (29)
Simplifying cyber foraging (2006) (29)
User Guidance of Resource-Adaptive Systems (2008) (28)
Consistency-preserving caching of dynamic database content (2007) (28)
Design Trade-Offs in VAX-11 Translation Buffer Organization (1981) (27)
Rapid Trust Establishment for Pervasive Personal Computing (2007) (26)
vTube: efficient streaming of virtual appliances over last-mile networks (2013) (26)
Energy-Oriented Partial Desktop Virtual Machine Migration (2015) (26)
A research status report on adaptation for mobile data access (1995) (25)
Distributed file systems (1990) (25)
The importance of translucence in mobile computing systems (2002) (24)
From the Editor in Chief: The Many Faces of Adaptation (2004) (23)
Translucent cache management for mobile computing (1998) (23)
Cloud Offload in Hostile Environments (2011) (22)
Integrated Pervasive Computing Environments (2002) (22)
Special Feature: Commercial Multiprocessing Systems (1980) (22)
Mobile Network Tracing (1996) (22)
Urgent Virtual Machine Eviction with Enlightened Post-Copy (2016) (22)
Proceedings of the eighteenth ACM symposium on Operating systems principles (2001) (22)
A Usage Profile and Evaluation of a Wide-Area Distributed File System (1994) (22)
Learning distance metrics for interactive search-assisted diagnosis of mammograms (2007) (21)
Operation Shipping for Mobile File Systems (2002) (21)
Mobile computing: where's the tofu? (1997) (21)
Using dynamic sets to reduce the aggregate latency of data access (1997) (20)
How we created edge computing (2019) (20)
The Many Faces of Adaptation (2004) (20)
The Design of a Network-Based Central File System (1980) (19)
MultiRPC: A Parallel Remote Procedure Call Mechanism. (1987) (19)
Cloudlet-based just-in-time indexing of IoT video (2017) (19)
Handheld computing in pathology (2012) (19)
Augmenting Cognition Through Edge Computing (2019) (19)
The Case for Content Search of VM Clouds (2010) (18)
Operating system support for mobile interactive applications (2002) (18)
Multiprocessors : a comparative study (1980) (18)
Standing Together for Reproducibility in Large-Scale Computing: Report on reproducibility@XSEDE (2014) (17)
Disk reads with DRAM latency (1992) (17)
Efficient State Transfer for Internet Suspend/Resume (2002) (17)
Using dynamic sets to overcome high I/O latencies during search (1995) (17)
Of Smart Dust and Brilliant Rocks (17)
Leveraging smart phones to reduce mobility footprints (2009) (16)
OpenRTiST: End-to-End Benchmarking for Edge Computing (2020) (16)
Transparent logging as a technique for debugging complex distributed systems (1992) (16)
Visual proxy: exploiting OS customizations without application source code (1999) (16)
Using Transparent Informed Prefetching (TIP) to reduce file read latency (1993) (16)
Meeting the software engineering challenges of adaptive mobile applications (2003) (15)
IPwatch: a tool for monitoring network locality (1990) (15)
On the influence of scale in a distributed system (1988) (15)
Towards Drone-sourced Live Video Analytics for the Construction Industry (2019) (15)
Edge-Based Live Video Analytics for Drones (2019) (15)
QuiltView: a crowd-sourced video response system (2014) (15)
OpenFace: Face recognition with Google's FaceNet deep neural network. (2015) (14)
Edge-Based Discovery of Training Data for Machine Learning (2018) (14)
Variable granularity cache coherence (1994) (14)
A Case for Dynamic Sets in Operating Systems. (1994) (14)
Agentless Cloud-Wide Streaming of Guest File System Updates (2014) (14)
Resource Conservation in a Mobile Transaction System (1997) (14)
Privacy-Sensitive VM Retrospection (2011) (14)
From the Editor in Chief: Augmenting Cognition (2004) (13)
Quantifying the Strength of Security Systems (2007) (13)
Caching trust rather than content (2000) (13)
On the Importance of Translucence for Mobile Computing (1998) (12)
The Case for Energy-Oriented Partial Desktop Migration (2010) (12)
Using belief to reason about cache coherence (1994) (11)
Multiprocessing: An Annotated Bibliography (1980) (11)
From the Editor in Chief: Of Smart Dust and Brilliant Rocks (2003) (11)
Enterprise Client Management with Internet Suspend/Resume (2004) (11)
EdgeDroid: An Experimental Approach to Benchmarking Human-in-the-Loop Applications (2019) (10)
The role of trace modulation in building mobile computing systems (1997) (10)
A TRACE-BASEDAPPROACH FOR MODELINGWIRELESS CHANNEL BEHAVIOR (1996) (10)
AFS and the Web: competitors or collaborators? (1997) (10)
Distributed online anomaly detection in high-content screening (2008) (10)
Cloud Computing at the Tactical Edge (2012) (10)
Lightweight Recoverable Virtual Memory - Corrigendum (1994) (10)
Workshop on Mobile Computing Systems and Applications December 1994 (1994) (10)
A Software Infrastructure for User-Guided Quality-of-Service Tradeoffs (2008) (9)
Rapid Trust Establishment for Transient Use of Unmanaged Hardware (2006) (9)
On the ubiquity of logging in distributed file systems (1992) (9)
Eureka: Edge-Based Discovery of Training Data for Machine Learning (2019) (9)
Bringing the Cloud Down to Earth: Transient PCs Everywhere (2010) (9)
An Agenda for Research in Large-Scale Distributed Data Repositories (1991) (9)
Giving Users the Steering Wheel for Guiding Resource-Adaptive Systems (2005) (9)
Interview: Mahadev Satyanarayanan on Mobile and Pervasive Computing (2001) (9)
Searching Complex Data Without an Index (2010) (9)
Towards a Distraction-free Waze (2019) (8)
Coda File System User and System Administrators Manual (1995) (8)
Guest Editors' Introduction: Security & Privacy (2007) (8)
The unique strengths and storage access characteristics of discard-based search (2010) (8)
Digest of proceedings seventh IEEE workshop on hot topics in operating systems March 29-30 1999, Rio Rico, AZ (1999) (8)
Digest of Proceedings (1994) (8)
Impact of delayed response on wearable cognitive assistance (2020) (8)
Dimorphic Computing (2006) (8)
The case for context-aware compression (2011) (7)
Interactive Search of Adipocytes in Large Collections of Digital Cellular Images (2007) (7)
A Statistical Study for File System Meta Data On High Performance Computing Sites Submitted in partial fulfillment of the requirements for the degree of Master of Science in Information Networking (1994) (7)
AFS and the web: competitors or collaborators? (1996) (7)
A methodology for modelling storage systems and its application to a network file system (1983) (7)
Impromptu Clusters for Near-Interactive Cloud-Based Services (2008) (7)
A Usage Pro le and Evaluation of a Wide-Area Distributed File System (1994) (6)
Edge Computing for Legacy Applications (2020) (6)
Metrics and Benchmarks for Pervasive Computing (2005) (6)
Opportunistic Content Search of Smartphone Photos (2011) (6)
A Usage Proole and Evaluation of a Wide-area Distributed File System (1994) (6)
Workshop on Mobile Computing Systems and Applications Digest of Proceedings (2007) (6)
Modelling storage systems (1986) (6)
Informed prefetch-ing: Converting high throughput to low latency (1993) (6)
Edge Computing: Vision and Challenges (2017) (5)
The Role of Edge Offload for Hardware-Accelerated Mobile Devices (2021) (5)
Accessing information on demand at any location (1996) (5)
Just-InTime Indexing for Interactive Data Exploration (2007) (5)
Collaborating with executable content across space and time (2011) (5)
Virtual Machines for Remote Computing : Measuring the User Experience (2015) (5)
Mobile Computing at Carnegie Mellon [Guest Editors' Note] (1996) (5)
Transparent disconnected operation for fault-tolerance (1991) (4)
Safe Transient Use of Local Storage for VM-based Mobility (2010) (4)
Seamless mobility: in pursuit of the holy grail (2004) (4)
Adaptation: the key to mobile I/O (1996) (4)
The OpenDiamond R © Platform for Discard-based Search (2008) (4)
Wearable Computing: Is It Just Hype? (2002) (4)
Demo: Scaling on the Edge – A Benchmarking Suite for Human-in-the-Loop Applicationss (2018) (4)
Near-Real-Time Inference of File-Level Mutations from Virtual Disk Writes (2012) (4)
The seductive appeal of thin clients (2005) (4)
Pocket ISR : Virtual Machines Anywhere (2010) (4)
Mobile Computing Systems and Applications, 1994 Workshop On (1995) (4)
Caching trust rather than content (2000) (4)
EVA: An Efficient System for Exploratory Video Analysis (2018) (4)
OpenCAS: A Flexible Architecture for Content Addressable Storage (2004) (3)
IEEE Pervasive Computing: From the Editor in Chief - Challenges in Implementing a Context-Aware System (2002) (3)
From the Editor in Chief: Beyond the Start-up Phase (2004) (3)
The Computing Landscape of the 21 st Century (2019) (3)
One-Click Time Travel (2015) (3)
Porting the Coda File System to Windows (1999) (3)
Transparent disconnected operation for fault-tolerance (1990) (2)
Editorial for Special Issue on Pervasive Computing (2002) (2)
Improving Edge Elasticity via Decode Offload (2022) (2)
Optimizing Storage Performance for VM-Based Mobile Computing (2013) (2)
Olive: Sustaining Executable Content Over Decades (2014) (2)
Pervasive Computing: From the Editor - A Catalyst for Mobile and Ubiquitous Computing (2002) (2)
Ninth Workshop on Hot Topics in Operating Systems (2003) (2)
Smart Phones as Self-Cleaning Portable Caches for Infrastructure-Based Mobile Computing (2008) (2)
Data Staging on Untrusted (2002) (2)
ANDREW: Carnegie Mellon's Computing System (Invited Paper) (1986) (1)
Rethinking Storage for Discard-Based Search (2007) (1)
Move Closer : The Benefits of A Flexible Approach to Display and Application Placement (Demo) (2013) (1)
From the Editor in Chief: When Disaster Strikes (2004) (1)
Reply to: "Computer-aided classification of melanocytic lesions using dermoscopic images: Low reported accuracy for reader study on melanomas with low melanoma in situ to invasive melanoma ratio". (2016) (1)
36 Caching Trust Rather Than Content 1 (2000) (1)
Workshop on mobile computing systems and applications, December 1994: digest of proceedings (1995) (1)
Passing the Torch (2005) (1)
Mobile data access (1998) (1)
Autonomy or independence in distributed systems?: position paper (1988) (1)
Using content addressable techniques to optimize client-server systems (2007) (1)
Edge-Based Wearable Systems for Cognitive Assistance: Design Challenges, Solution Framework, and Application to Emergency Healthcare (2020) (1)
Ajalon: Simplifying the authoring of wearable cognitive assistants (2021) (1)
The Manna Plug-In Architecture for Content-based Search of VM Clouds (2010) (1)
Benchmarks for mobile database access (2007) (1)
Saving software from oblivion (2018) (1)
A Toolkit for Analyzing Client Access Patterns in the World-Wide Web (1995) (1)
Dynamic sets for search (1994) (1)
Proceedings : Workshop on Mobile Computing Systems and Applications, December 8-9, 1994, Santa Cruz, California (1995) (0)
Session details: Experience with pervasive applications (2008) (0)
A~udre~: a Bistwbuted Personal Computing Environment (1982) (0)
Augmenting Cognition via Edge Computing (2019) (0)
Realistic Modeling of Human Timings for Wearable Cognitive Assistance (2022) (0)
Institutional Knowledge at Singapore Management University Institutional Knowledge at Singapore Management University The case for cyber foraging The case for cyber foraging (2020) (0)
How we created edge computing (2019) (0)
Proceedings of the 4th international conference on Mobile systems, applications and services (2006) (0)
Adaptation: This Won't Hurt a Bit! (2002) (0)
Redu ing the Energy Usage of OÆ eAppli (2001) (0)
Session details: Content consumption (2007) (0)
Institutional Knowledge at Singapore Management University Institutional Knowledge at Singapore Management University Simplifying Cyber Foraging for Mobile Devices Simplifying Cyber Foraging for Mobile Devices (2020) (0)
Solutions to I / O Bottleneck But , cache effectiveness is declining Latency Throughput (1992) (0)
Dimorphic Computing : Sustainable Performance Through Thick and Thin (2006) (0)
MOBILE TOMORROW : A NEW WORLD BECKONS (2015) (0)
Adaptation in Mobile Systems (2009) (0)
Fostering interaction among active users in mobile computing lEEE Workshop on Mobile Computing Systems and Applications (0)
Near-Real-Time Inference of File-Level Mutations from Virtual Disk (2012) (0)
On Determining the Quality Levels of Engineering Analyses Process - A 6 Sigma Approach (2008) (0)
Sinfonia: Cross-tier orchestration for edge-native applications (2022) (0)
Association Proceedings of the Third USENIX Conference on File and Storage Technologies San Francisco , CA , USA March 31 – April 2 , 2004 (2004) (0)
Transparent Automatic Migration of Interactive Resource-Intensive Applications (2007) (0)
Proceedings of the 4th International Conference on Mobile Systems, Applications, and Services (MobiSys 2006), Uppsala, Sweden, June 19-22, 2006 (2006) (0)
Evolution of file and memory management (2015) (0)
The ITC Distributed File Sys t em : Prototype and Experience (2003) (0)
Does Wearable Cognitive Assistance Require Edge Computing? (2023) (0)
Using Discard-based Search for Indexed Search (2007) (0)
NOTICE WARNING CONCERNING COPYRIGHT RESTRICTIONS: (2011) (0)
A contact sheet approach to searching untagged images on smartphones (2013) (0)
AD-A 273 590 A Usage Profile and Evaluation of a Wide-Area Distributed File System (0)
The Role of Edge Offload for Hardware - Accelerated Mobile Devices (2021) (0)
Session details: Composition and modularity (2008) (0)
Semantic Fast-Forwarding for Video Training Set Construction (2023) (0)
Session details: Experimental platforms (2009) (0)
IEEE Pervasive Computing: From The Editor In Chief - Privacy: The Achilles Heel Of Pervasive Computing (2003) (0)
On Microkernels and Virtual Machines: the Legacy of Mach 2. Simplify and Shrink (2013) (0)
AD-A 265 417 A Status Report on Research in Transparent Informed (0)
The Seductive Appeal of Thin Clients (CMU-CS-05-151) (2005) (0)
Hyperboard: Tracking productivity in edge-based image discovery with Eureka (2019) (0)
Measuring and Injecting Latency in Web Apps (2009) (0)
Balancing privacy and serendipity in cyberspace (2022) (0)
Smart- Store Metadata File Systems by using Semantic R-Tree (2020) (0)
Research , Technology , and System Solutions Equipping the Soldier with End-User Programming (2012) (0)
Keynote Speaker Abstracts (2010) (0)
An Empirical Study of a Highly Available File System (1994) (0)
Accelerating Silent Witness Storage (2022) (0)
Inspiring Others : Related Work (2017) (0)
Security & Privacy in Pervasive Computing (2007) (0)

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What Schools Are Affiliated With Mahadev Satyanarayanan?

Mahadev Satyanarayanan is affiliated with the following schools:

Carnegie Mellon University

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