CS 795-004 - Spring 2009

CS 795: Low-Power Computing
List of Suggested Papers

Note: A significant number of papers below deal with issues/techniques that span multiple categories. In those cases, the category that seemed most emphasized/suitable has been chosen to facilitate the paper selection process of students.

DYNAMIC VOLTAGE SCALING

P. Pillai and K. G. Shin. Real-Time Dynamic Voltage Scaling for Low-Power Embedded Operating Systems. Proceedings of ACM SOSP, 2001.
N. AbouGhazaleh, D. Mosse, B. Childers, R. Melhem, and M. Craven. Collaborative Operating System and Compiler Power Management for Real-Time Applications. Proceedings of IEEE RTAS, 2003.
H. Aydin and Q. Yang. Energy-Responsiveness Tradeoffs for Real-Time Systems with Mixed Workload. Proceedings of IEEE RTAS, 2004.
H. Aydin, R. Melhem, D. Mosse and P.M. Alvarez. Power-aware Scheduling for Periodic Real-time Tasks. IEEE Transactions on Computers, May 2004.
J. Lorch and A. J. Smith. PACE: A New Approach to Dynamic Voltage Scaling. IEEE Transactions on Computers, July 2004.
R. Xu, C. Xi, R. Melhem and D. Mosse. Practical PACE for Embedded Systems. Proceedings of ACM EMSOFT, 2004.
E. Bini, G. Buttazzo and G. Lipari. Speed Modulation in Energy-Aware Real-Time Systems. Proceedings of IEEE ECRTS, 2005.
T. A. AlEnawy and H. Aydin. Energy-Constrained Scheduling for Weakly-Hard Real-Time Systems. Proceedings of IEEE RTSS, 2005.
H. Aydin, V. Devadas and D. Zhu. System-level Energy Management for Periodic Real-Time Tasks. Proceedings of IEEE RTSS, 2006.
X. Zhong and C. Z. Xu. Frequency-Aware Energy Optimization for Real-time Periodic and Aperiodic Tasks. Proceedings of ACM LCTES, 2007.

ENERGY MANAGEMENT FOR MULTIPROCESSORS

D. Zhu, R. Melhem, and B. Childers. Scheduling with Dynamic Voltage/Speed Adjustment using Slack Reclamation in Multi-processor Real-time Systems. IEEE Transactions on Parallel and Distributed Systems, July 2003.
H. Aydin and Q. Yang. Energy-Aware Partitioning for Multiprocessor Real-time Systems. Proceedings of IEEE IPDPS WPDRTS, 2003.
S. Baruah and J. Anderson. Energy-efficient Synthesis of Periodic Task Systems upon Identical Multiprocessor Platforms. Proceedings of IEEE ICDCS, 2004.
D. Zhu, D. Mosse, and R. Melhem. Power-aware Scheduling for AND/OR graphs in Real-time Systems. IEEE Transactions on Parallel and Distributed Systems, September 2004.
T. A. AlEnawy and H. Aydin. Energy-Aware Task Allocation for Rate Monotonic Scheduling. Proceedings of IEEE RTAS, 2005.
R. Xu, R. Melhem, and D. Mosse. Energy-aware Scheduling for Streaming Applications on Chip Multiprocessors. Proceedings of IEEE RTSS, 2007.

MEMORY ENERGY MANAGEMENT

A. R. Lebeck, X. Fan, H. Zeng, C. S. Ellis. Power-Aware Page Allocation. Proceedings of ACM ASPLOS, 2000.
V. Delaluz, M. Kandemir, N. Vijaykrishnan, A. Sivasubramaniam, and M. J. Irwin. DRAM Energy Management Using Software and Hardware directed Power Mode Control. Proceedings of IEEE HPCA, 2001.
H. Huang, P. Pillai and K. G. Shin. Design and Implementation of Power-Aware Virtual Memory. USENIX, 2003.
V. D. L. Luz, I. Kadayif, M. Kandemir, and U. Sezer. Access Pattern Restructuring for Memory Energy. IEEE Transactions on Parallel and Distributed Systems, April 2004.
H. Huang, K. G. Shin, C. Lefurgy, K. Rajamani, T. Keller, E. Hensbergen and F. Rawson. Cooperative Software-Hardware Power Management for Main Memory. IEEE/ACM Proceedings of PACS, 2004.
X. Li, Z. Li, Y. Zhou, and S. Adve. Performance Directed Energy Management for Main Memory and Disks ACM Transactions on Storage, August 2005.
J. Yue, Y. Zhu, and Z. Cai. Evaluating Memory Energy Efficiency in Parallel I/O Workloads. Proceedings of IEEE Cluster, 2007.

DISK ENERGY MANAGEMENT

D. P. Helmbold, D. D. E. Long, and B. Sherrod. A Dynamic Disk Spin-Down Technique for Mobile Computing. Proceedings of ACM MobiCom, 1996.
P. Krishnan, P. Long, and J. Vitter. Adaptive Disk Spin-Down via Optimal Rent-to-Buy in Probabilistic Environments. Algorithmica, January 1999.
A. E. Papathanasiou and M. L. Scott. Energy Efficiency Through Burstiness. Proceedings of IEEE WMCSA, 2003.
S. Gurumurthi, A. Sivasubramaniam, M. Kandemir and H. Franke. DRPM: Dynamic Speed Control for Power Management in Server Class Disks. Proceedings of ACM ISCA, 2003.
A. E. Papathanasiou and M. L. Scott. Energy Efficient Prefetching and Caching. USENIX, 2004.
T. Heath, E. Pinheiro, J. Hom, U. Kremer, and R. Bianchini. Code Transformations for Energy-Efficient Device Management. IEEE Transactions on Computers, August 2004.
Q. Zhu, Z. Chen, L. Tan, Y. Zhou, K. Keeton, and, J. Wilkes. Hibernator: Helping Disk Arrays Sleep through the Winter. Proceedings of ACM SOSP, 2005.
T. Bisson, S. A. Brandt, and D. D. E. Long. NVCache: Increasing the Effectiveness of Disk Spin-down Algorithms with Caching. Proceedings of IEEE MASCOTS, 2006.
L. Useche, J. Guerra, M. Bhadkamkar, M. Alarcon, and, R. Rangasmawi. EXCES: External Caching in Energy Saving Storage Systems. Proceedings of IEEE HPCA, 2008

CPU STATIC/LEAKAGE POWER MANAGEMENT

R. Jejurikar, C. Pereira, and R. Gupta. Leakage Aware Dynamic Voltage Scaling for Real-time Embedded Systems. Proceedings of ACM/IEEE DAC, 2004.
R. Jejurikar and R. Gupta. Procrastination Scheduling in Fixed Priority Real-Time Systems. Proceedings of ACM LCTES, 2004.
G. Quan, L. Niu, X. S. Hu, and B. Mochocki. Fixed Priority Scheduling for Minimizing the Overall Energy Consumption of Real-Time Systems on the Variable Voltage Processor. Proceedings of IEEE RTSS, 2004.
J. J. Chen and T. W. Kuo. Procrastination Determination for Periodic Real-Time Tasks in Leakage-Aware Dynamic Voltage Scaling Systems. Proceedings of IEEE ICCAD, 2007.

DYNAMIC POWER MANAGEMENT

V. Swaminathan and K. Chakrabarty. Energy-Conscious, Deterministic I/O Device Scheduling in Hard Real-Time Systems. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, July 2003.
S. Irani, S. Shukla, and R. Gupta. Online Strategies for Dynamic Power Management in Systems with Multiple Power-Saving States. ACM Transactions on Embedded Computing Systems, August 2003.
V. Swaminathan and K. Chakrabarty. Pruning-based, Energy-optimal, Deterministic I/O Device Scheduling for Hard Real-time Systems. ACM Transactions on Embedded Computing Systems, February 2005.
H. Cheng and S. Goddard. Online Energy-Aware I/O Device Scheduling for Hard Real Time Systems. Proceedings of IEEE/ACM DATE, 2006.
C. Gniady, A. R. Butt, Y. C. Hu, and Y.-H. Lu. Program Counter-Based Prediction Techniques for Dynamic Power Management. IEEE Transactions on Computers, June 2006.
V. Devadas and H. Aydin. Real-Time Dynamic Power Management through Device Forbidden Regions. Proceedings of IEEE RTAS, 2008.

TEMPERATURE MANAGEMENT

N. Bansal, T. Kimbrel, and K. Pruhs. Dynamic speed scaling to manage energy and temperature. Proceedings of IEEE FOCS, 2004.
N. Bansal and K. Pruhs. Speed Scaling to Manage Temperature. Proceedings of STACS, 2005.
S. Wang and R. Bettati. Reactive Speed Control in Temperature-Constrained Real-Time Systems. Proceedings of IEEE ECRTS, 2006.
S. Wang and R. Bettati. Delay Analysis in Temperature-Constrained Hard Real-Time Systems with General Task Arrivals. Proceedings of IEEE RTSS, 2006.
A. Ferreira, D. Mosse, and J. C. Oh. Thermal Faults Modeling using a RC model with an Application to Web Farms. Proceedings of IEEE ECRTS, 2007.

EMPIRICAL STUDIES

A. Miyoshi, C. Lefurgy, E. V. Hensbergen, R. Rajamony, and R. Rajkumar. Critical Power Slope: Understanding the Run-time Effects of Frequency Scaling. Proceedings of ACM ICS, 2003.
T. Li and L.K. John. Run-time Modeling and Estimation of Operating System Power Consumption. Proceedings of ACM SIGMETRICS, 2003.
K. Baynes, C. Collins, E. Fiterman, B. Ganesh, P. Kohout, C. Smit, T. Zhang, and B. Jacob. The Performance and Energy Consumption of Embedded Real-Time Operating Systems. IEEE Transactions on Computers, November 2003.
S. Dhouib, J. P. Diguet, E. Senn, and, J. Laurent. Energy Models of Real Time Operating Systems on FPGA. Proceedings of OSPERT , 2008.

ENERGY MANAGEMENT FOR SERVERS

E. Pinheiro, R. Bianchini, E. V. Carrera, and T. Heath. Dynamic Cluster Reconfiguration for Power and Performance. In "Compilers and Operating Systems for Low Power", Kluwer Academic Publishers, September 2003.
K. Rajamani and C. Lefurgy. On Evaluating Request-Distribution Schemes for Saving Energy in Server Clusters. Proceedings of IEEE ISPASS, 2003.
M. Elnozahy, M. Kistler, and R. Rajamony. Energy Conservation Policies for Web Servers. USENIX, 2003.
V. Sharma, A. Thomas, T. Abdelzaher, and K. Skadron. Power-Aware QoS Management in Web Servers. Proceedings of IEEE RTSS, 2003.
R. Xu, D. Zhu, C. Rusu, R. Melhem, and D. Mosse. Energy-Efficient Policies for Embedded Clusters. Proceedings of ACM LCTES, 2005.
W. Felter, K. Rajamani, T. Keller, and C. Rusu. A Performance-Conserving Approach for Reducing Peak Power Consumption in Server Systems. Proceedings of ACM ICS, 2005.
T. Heath, B. Diniz, E. V. Carrera, J. Wagner Meira., and R. Bianchini. Energy Conservation in Heterogeneous Server Clusters. Proceedings of ACM PPOPP, 2005.
C. Rusu, A. Ferreira, C. Scordino, A. Watson, R. Melhem, and D. Mosse. Energy-Efficient Real-Time Heterogeneous Server Clusters Proceedings of IEEE RTAS, 2006
L. Bertini, J. Leite, and Daniel Mosse. Statistical QoS Guarantee and Energy-efficiency in Web Server Clusters. Proceedings of IEEE ECRTS, 2007.

ENERGY-AWARE MULTIMEDIA

S. Chandra and A. Vahdat. Application-specific Network Management for Energy-aware Streaming of Popular Multimedia Formats. USENIX, 2002.
S. Mohapatra, R. Cornea, N. Dutt, A. Nicolau and N. Venkatasubramanian. Integrated Power Management for Video Streaming to Mobile Handheld Devices. Proceedings of ACM Multimedia, 2003.
Z. Lu, J. Lach, M. Stan and K. Skadron. Reducing Multimedia Decode Power using Feedback Control. Proceedings of IEEE ICCD, 2003.
C. Poellabauer and K. Schwan. Energy-Aware Media Transcoding in Wireless Systems. Proceedings of IEEE PERCOM, 2004.
H. Zhu and G. Cao. On Supporting Power-Efficient Streaming Applications in Wireless Environments. IEEE Transactions on Mobile Computing, 2005.
J. L. Huang amd M. S. Chen. A QoS-Aware and Energy-Conserving Transcoding Proxy Using On-demand Data Broadcasting. IEEE Transactions on Mobile Computing, 2007.

APPLICATION-LEVEL ADAPTATIONS

K. Barr and K. Asanovic. Energy Aware Lossless Data Compression. Proceedings of ACM MobiSys, 2003.
Jason Flinn, M. Satyanarayanan. Managing Battery Lifetime with Energy-Aware Adaptation. ACM Transactions on Embedded Computing Systems, May 2004.
Y. Fei, L. Zhong, and N. K. Jha. An Energy-aware Framework for Coordinated Dynamic Software Management in Mobile Computers. Proceedings of IEEE/ACM MASCOTS, 2004.
H. Lufei and W. Shi. Energy-aware QoS for Application Sessions Across Multiple Protocol Domains in Mobile Computing . Computer Networks, August 2007.

SLEEP SCHEDULES

M. McGlynn and S. Borbash. Birthday Protocols for Low Energy Deployment and Flexible Neighbor Discovery in Ad Hoc Wireless Networks. Proceedings of ACM MOBIHOC, 2001.
Y. Xu, J. Heidemann, and D. Estrin. Geography-informed Energy Conservation for Ad Hoc Routing. Proceedings of ACM MOBICOM, 2001.
A. Cerpa and D. Estrin. ASCENT: Adaptive Self-Configuring Sensor Networks Topologies. Proceedings of IEEE INFOCOM, 2002.
Y.-C. Tseng, C.-S. Hsu and T.-Y. Hsieh. Power-saving Protocols for IEEE 802.11-based Multi-hop Ad-Hoc Networks. Proceedings of IEEE INFOCOM, 2002.
C. Schurgers, V. Tsiatsis, S. Ganeriwal and M. B. Srivastava. Optimizing Sensor Networks in the Energy-Latency-Density Design Space. IEEE Transactions on Mobile Computing, January-March 2002.
R. Zheng, J. Hou and L. Sha. Asynchronous Wakeup for Ad Hoc Networks. Proceedings of ACM MOBIHOC, 2003.
V. Paruchuri, S. Basavaraju, A. Durresi, R. Kannan, and S. S. Iyengar. Random Asynchronous Wakeup Protocol for Sensor Networks. Proceedings of IEEE BROADNETS, 2004.
A. Keshavarzian, H. Lee, L. Venkatraman, D. Lal, K. Chintalapudi, and B. Srinivasan. Wakeup Scheduling in Wireless Sensor Networks. Proceedings of ACM MOBIHOC, 2006.

ENERGY-AWARE ROUTING

J.-H. Chang and L. Tassiulas. Energy Conserving Routing in Wireless Ad-hoc Networks. Proceedings of IEEE INFOCOM, 2000.
Q. Li, J. Aslam, and D. Rus. Online Power-aware Routing in Wireless Ad-hoc Networks, Proceedings of ACM MOBICOM, 2001.
K. Kar, M. Kodialam, T. V. Lakshman, and L. Tassiulas. Routing for Network Capacity Maximization in Energy-constrained Ad-hoc Networks. Proceedings of IEEE INFOCOM, 2003.
I. Stojmenovic and S. Datta. Power and Cost Aware Localized Routing with Guaranteed Delivery in Wireless Networks. Wireless Communications and Mobile Computing, 2004.
A. Orda and B. A. Yassour. Maximum-lifetime Routing Algorithms for Networks with Omnidirectional and Directional Antennas. Proceedings of ACM MobiHoc, 2005
Y. Cui, Y. Xue, and K Nahrstedt. A Utility-Based Distributed Maximum Lifetime Routing Algorithm for Wireless Networks. IEEE Transactions on Vehicular Technology, 2006.

ENERGY-AWARE MULTICAST/BROADCAST

J. E. Wieselthier, G. D. Nguyen and A. Ephremides. On the Construction of Energy-Efficient Broadcast and Multicast Trees in Wireless Networks. Proceedings of IEEE INFOCOM, 2000.
J. E. Wieselthier, G. D. Nguyen and A. Ephremides. Resource-Limited Energy-Efficient Wireless Multicast of Session Traffic. Proceedings of IEEE HICSS, 2001.
M. Cagalj, J.-P. Hubaux, and C. Enz. Minimum-energy Broadcast in All Wireless Networks: NP-completeness and Distribution Issues. Proceedings of ACM MOBICOM 2002.
J. Cartigny, D. Simplot and I. Stojmenovic. Localized Minimum Energy Broadcasting in Ad-hoc Networks. Proceedings of IEEE INFOCOM, 2003.
P-J. Wan, G. Calinescu and C-W Yi. Minimum-Power Multicast Routing in Static Ad Hoc Wireless Networks. IEEE/ACM Transactions on Networking, June 2004.
M. X. Cheng, J. Sun, M. Min, Y. Li, and W. Wu Energy-efficient Broadcast and Multicast Routing in Multihop Ad-hoc Wireless Networks. Wireless Communications and Mobile Computing, 2006.

ENERGY-AWARE CLUSTERING

M. Chatterjee, S. K. Das, and D. Turgut. WCA: A Weighted Clustering Algorithm for Mobile Ad hoc Networks. Journal of Cluster Computing, April 2002.
V. Kawadia and P. R. Kumar. Power Control and Clustering in Ad Hoc Networks. Proceedings of IEEE INFOCOM, 2003.
S. Bandyopadhyay and E. Coyle. An Energy-Efficient Hierarchical Clustering Algorithm for Wireless Sensor Networks. Proceedings of IEEE INFOCOM, 2003.
O. Younis and S. Fahmy. Distributed Clustering in Ad-hoc Sensor Networks: A Hybrid, Energy-Efficient Approach. Proceedings of IEEE INFOCOM, 2004.
T. Melodia, D. Pompili, I. H. Kasimoglu, V. C. Gungor and I. F. Akyildiz. A Distributed Coordination Framework for Wireless Sensor and Actor Networks. Proceedings of ACM MobiHoc, 2005.
A. Warrier, S. Park, J. Min, and, I. Rhee. How Much Energy Saving Does Topology Control Offer for Wireless Sensor Networks? A practical study - Elsevier/ACM Computer Communications , 2007.

ENERGY-AWARE PACKET SCHEDULING

E. Uysal-Biyikoglu, B. Prabhakar and A. El Gamal. Energy-efficient Transmission Over a Wireless Link. IEEE ACM Transactions on Networking, August 2002.
F. Zhang and S. T. Chanson. Throughput and Value Maximization in Wireless Packet Scheduling under Energy and Time Constraints. Proceedings of IEEE RTSS, 2003.
R. R. Kompella and A. C. Snoeren. Practical Lazy Scheduling in Sensor Networks. Proceedings of ACM SENSYS, 2003.
C. Poellabauer and K. Schwan. Energy-Aware Traffic Shaping for Wireless Real-Time Applications. Proceedings of IEEE RTAS, 2004.
B. Mochocki, D. Rajan, X. S. Hu, C. Poellabauer, K. Otten, and T. Chantem. Network-Aware Dynamic Voltage and Frequency Scaling. Proceedings of IEEE RTAS, 2007.
G. S. A. Kumar, G. Manimaran, and Z Wang. Energy-aware Scheduling of Real-Time Tasks in Wireless Networked Embedded Systems. Proceedings of IEEE RTSS, 2007.

ENERGY-AWARE MAC-LAYER ADAPTATIONS

W. Ye, J. Heidemann, and D. Estrin. An Energy-Efficient MAC Protocol for Wireless Sensor Networks. Proceedings of IEEE INFOCOM, 2002.
R. Zheng and R. Kravets. On-demand Power Management for Ad Hoc Networks. Proceedings of IEEE INFOCOM, 2003.
D. Qiao, S. Choi, A. Jain, and K. G. Shin. MiSer: An Optimal Low-Energy Transmission Strategy for IEEE 801.11a/h. Proceedings of ACM MOBICOM, 2003.
C. Hu, R. Zheng, and J. C. Hou. A Microscopic Study of Power Management in IEEE 802.11 Wireless Networks. International Journal of Wireless and Mobile Computing, June 2005.
V. Rajendran, J. Garcia-Luna-Aceves, K. Obraczka. Energy-Efficient, Application-Aware Medium Access for Sensor Networks. Proceedings of IEEE MASS, 2005.

ENERGY MANAGEMENT WITH MOBILE NODES

W. Zhao, M. Ammar, and E. Zegura. A Message Ferrying Approach for Data Delivery in Sparse Mobile Ad Hoc Networks. Proceedings of ACM MobiHoc, 2004.
J. Luo and J. P. Hubaux. Joint Mobility and Routing for Lifetime Elongation in Wireless Sensor Networks. Proceedings of IEEE INFOCOM, 2005.
D. Jea, A.A Somasundara, and M.B Srivastava. Multiple Controlled Mobile Elements (Data Mules) for Data Collection in Sensor Networks. Proceedings of IEEE DCOSS, 2005.
A. Somasundara, A. Kansal, D.C. Jea, M. B. Srivastava, and D. Estrin. Controllably Mobile Infrastructure for Low Energy Embedded Networks. IEEE Transactions on Mobile Computing, August 2006.

ENERGY HARVESTING

C. Moser, L. Thiele, L. Benini, and D. Brunelli. Real-Time Scheduling with Regenerative Energy. Proceedings of IEEE ECRTS, 2006
C. Moser, L. Thiele, D. Brunelli, and L. Benini. Adaptive Power Management in Energy Harvesting Systems. Proceedings of IEEE/ACM DATE, 2007.
C. Moser, L. Thiele, D. Brunelli, and L. Benini. Robust and Low Complexity Rate Control for Solar Powered Sensors. Proceedings of IEEE/ACM DATE, 2008.

INTERPLAY OF SECURITY AND ENERGY MANAGEMENT

P. Ganesan, R. Venugopalan, P. Peddabachagari, A. Dean, F. Mueller and M. Sichitiu. Analyzing and Modeling Encryption Overhead for Sensor Network Nodes. Proceedings of ACM WSNA, 2003.
N. Potlapally, S. Ravi, A. Raghunathan and N. K. Jha. Analyzing the Energy Consumption of Security Protocols. Proceedings of IEEE/ACM ISLPED, 2003.
D. Hwang, B. Lai, and I. Verbauwhede. Energy-memory-security Tradeoffs in Distributed Sensor Networks. Proceedings of ADHOC-NOW, 2004.
B. Lai, D. Hwang, S. Kim and I. Verbauwhede. Reducing Radio Energy Consumption of Key Management Protocols for Wireless Sensor Networks. Proceedings of IEEE/ACM ISLPED, 2004.
N. R. Potlapally, S. Ravi, A. Raghunathan, and N. K. Jha. A Study of the Energy Consumption Characteristics of Cryptographic Algorithms and Security Protocols. IEEE Transactions on Mobile Computing, February 2006.

INTERPLAY OF RELIABILITY AND ENERGY MANAGEMENT

O.S. Unsal, I. Koren and C.M. Krishna. Towards Energy-Aware Software-Based Fault-Tolerance in Real-Time Systems. Proceedings of ACM/IEEE ISPLED, 2002.
R. Melhem, D. Mosse and E. Elnozahy. The Interplay of Power Management and Fault Recovery in Real-Time Systems. IEEE Transactions on Computers, February 2004.
D. Zhu, R. Melhem and D. Mosse. The Effects of Energy Management on Reliability in Real-Time Embedded Systems. Proceedings of ACM/IEEE ICCAD, 2004.
D. Zhu. Reliability-Aware Dynamic Energy Management in Dependable Embedded Real-Time Systems. Proceedings of IEEE RTAS, 2006.
D. Zhu and H. Aydin. Reliability-Aware Energy Management for Periodic Real-Time Tasks. Proceedings of IEEE RTAS, 2007.

GAME-THEORY-BASED TECHNIQUES

V. Srinivasan, P. Nuggehalli, C. F. Chiasserini and R. R. Rao. Cooperation in Wireless Ad Hoc Networks. Proceedings of IEEE INFOCOM, 2003.
A. Urpi, M. Bonuccelli and S. Giordano. Modeling Cooperation in Mobile Ad Hoc Networks: a Formal Description of Selfishness. Modeling and Optimization in Mobile, Ad Hoc and Wireless Networks, 2003.
S. Eidenbenz, V. S. A. Kumar, and S. Zust. Equilibria in Topology Control Games for Ad Hoc Networks. Proceedings of ACM DialM-POCM, 2003.
S. Zhong, L. Li, Y. G. Liu, and Y. R. Yan. On Designing Incentive-Compatible Routing and Forwarding Protocols in Wireless Ad-Hoc Networks Proceedings of ACM MobiCom, 2005.
M. Felegyhazi, J. P. Hubaux, and L. Buttyan. Nash Equilibria of Packet Forwarding Strategies in Wireless Ad Hoc networks. IEEE Transactions on Mobile Computing, 2006.

Instructor: Dr. Hakan Aydin

CS 795: Low-Power Computing List of Suggested Papers