This document lists engineering project titles and descriptions conducted between 2017-2018 by 3I TECHSO TECHNOLOGIES across several domains including cloud computing, data mining, mobile computing, networking, and secure computing. There are over 100 projects listed involving technologies like Java, Android, and focusing on optimization, security, and efficiency in areas such as distributed systems, machine learning, and computer networks. The projects aimed to develop solutions for challenges in cloud services, smart devices, wireless networks, and privacy-preserving data analysis.

1. 3I TECHSO TECHNOLOGIES
ENGINEERING PROJECT TITLES (2017 - 2018)
TECHNOLOGY: JAVA
DOMAIN : CLOUD COMPUTING
S.NO CODE TITLES
1 3iT01 Optimizing Locality-Aware Memory Management of Key-Value Caches
2 3iT02 Provably Secure Key-Aggregate Cryptosystems with Broadcast Aggregate Keys
for Online Data Sharing on the Cloud
3 3iT03 Correlation Modeling and Resource Optimization for Cloud Service with Fault Recovery
4 3iT04 Achieving Privacy-friendly Storage and Secure Statistics for Smart Meter Data on
Outsourced Clouds
5 3iT05 Multimedia Processing Pricing Strategy in GPU-accelerated Cloud Computing
6 3iT06 Quantitative Modeling and Analytical Calculation of Elasticity in Cloud Computing
7 3iT07 Efficiently Translating Complex SQL Query to MapReduce Jobflow on Cloud
8 3iT08 Cost-Effective Mapping between Wireless Body Area Networks and Cloud Service
Providers Based on Multi-Stage Bargaining
9 3iT09 Robust Large-Scale Spectrum Auctions against False-Name Bids
10 3iT10 Off-Peak Energy Optimization for Links in Virtualized Network Environment
11 3iT11 Towards Robust Green Virtual Cloud Data Center Provisioning
12 3iT12 Tandem Equipment Arranged Architecture with Exhaust Heat Reuse System for Software-
Defined Data Center Infrastructure
13 3iT13 Optimize the Server Provisioning and Request Dispatching in Distributed Memory Cache
Services
14 3iT14 Water-Constrained Geographic Load Balancing in Data Centers
15 3iT15 On the Latency and Energy Efficiency of Distributed Storage Systems
16 3iT16 Proactive Thermal-Aware Resource Management in Virtualized HPC Cloud Datacenters
17 3iT17 Exploiting Renewable Sources: When Green SLA Becomes a Possible Reality in Cloud
Computing

2. 18 3iT18 Adaptive Cloud Deployment Using Persistence Strategies and Application Awareness
19 3iT19 Cloud-Based Utility Service Framework for Trust Negotiations Using Federated Identity
Management
20 3iT20 Designing Self-Tuning Split-Map-Merge Applications for High Cost-Efficiency in the
Cloud
21 3iT21 Joint Optimization of Bandwidth for Provider and Delay for User in Software Defined
Data Centers
22 3iT22 Understanding the Performance and Potential of Cloud Computing for Scientific
Applications
ENGINEERING PROJECT TITLES (2017 - 2018)
TECHNOLOGY: JAVA
DOMAIN : DATA MINING
S.NO CODE TITLES
1 3iTdm01 Majority Voting and Pairing with Multiple Noisy Labeling
2 3iTdm02 Efficient Keyword-aware Representative Travel Route Recommendation
3 3iTdm03 Detecting Stress Based on Social Interactions in Social Networks
4 3iTdm04 Efficient Clue-based Route Search on Road Networks
5 3iTdm05 Probabilistic Models For Ad Viewability Prediction On The Web
6 3iTdm06 Large-scale Location Prediction for Web Pages
7 3iTdm07 Modeling and Learning Distributed Word Representation with Metadata for Question
Retrieval
8 3iTdm08 Engagement dynamics and sensitivity analysis of YouTube videos
9 3iTdm09 Confusion-matrix-based Kernel Logistic Regression for Imbalanced Data Classification

3. 10 3iTdm10 A Semi-NMF-PCA Unified Framework for Data Clustering
11 3iTdm11 A Survey of Heterogeneous Information Network Analysis
12 3iTdm12 A Survey on Context Learning
13 3iTdm13 Efficient Sensitivity Analysis for Inequality Queries in Probabilistic Databases
14 3iTdm14 Fully Scalable Methods for Distributed Tensor Factorization
15 3iTdm15 IF-Matching: Towards Accurate Map-Matching with Information Fusion
16 3iTdm16 Linking Heterogeneous Data in the Semantic Web Using Scalable and Domain-
Independent Candidate Selection
17 3iTdm17 Patient Flow Prediction via Discriminative Learning of Mutually-Correcting Processes
18 3iTdm18 Sample-Based Attribute Selective An DE for Large Data
19 3iTdm19 The Interaction Between Schema Matching and Record Matching in Data Integration
20 3iTdm20 User-Centric Similarity Search
21 3iTdm21 Bring Order into the Samples: A Novel Scalable Method for Influence Maximization
22 3iTdm22 Citywide Traffic Volume Estimation Using Trajectory Data
23 3iTdm23 Efficient Pattern-Based Aggregation on Sequence Data
24 3iTdm24 Filtering Out Infrequent Behavior from Business Process Event Logs
25 3iTdm25 Generating Query Facets Using Knowledge Bases
26 3iTdm26 Guided HTM: Hierarchical Topic Model with Dirichlet Forest Priors
27 3iTdm27 I Know What You Want to Express: Sentence Element Inference by Incorporating
External Knowledge Base
28 3iTdm28 Influential Node Tracking on Dynamic Social Network: An Interchange Greedy Approach
29 3iTdm29 QDA: A Query-Driven Approach to Entity Resolution
30 3iTdm30 Query Reorganization Algorithms for Efficient Boolean Information Filtering
31 3iTdm31 Stochastic Gradient Made Stable: A Manifold Propagation Approach for Large-Scale
Optimization
32 3iTdm32 Efficient Metric Indexing for Similarity Search and Similarity Joins
33 3iTdm33 Enhancing Team Composition in Professional Networks: Problem Definitions and Fast
Solutions
34 3iTdm34 KDE-Track: An Efficient Dynamic Density Estimator for Data Streams
35 3iTdm35 A Generic Method for Accelerating LSH-Based Similarity Join Processing

4. ENGINEERING PROJECT TITLES (2017 - 2018)
TECHNOLOGY : JAVA / ANDROID
DOMAIN : MOBILE COMPUTING
S.NO CODE TITLES
1 3iTmc0
1
CarrierMix: How Much Can User-side Carrier Mixing Help?
2 3iTmc0
2
Collaborative Smartphone Sensing Using Overlapping Coalition Formation Games
3 3iTmc0
3
DIVERT: A Distributed Vehicular Traffic Re-Routing System for Congestion Avoidance
4 3iTmc0
4
Drive Now, Text Later: Nonintrusive Texting-While-Driving Detection Using
Smartphones
5 3iTmc0
5
Online Throughput Maximization for Energy Harvesting Communication Systems with
Battery Overflow
6 3iTmc0
6
InfraSee: An Unobtrusive Alertness System for Pedestrian Mobile Phone Users
7 3iTmc0
7
Medium Access Control for Wireless Body Area Networks with QoS Provisioning and
Energy Efficient Design
8 3iTmc0
8
Pallas: Self-Bootstrapping Fine-Grained Passive Indoor Localization Using WiFi Monitors
9 3iTmc0
9
Understanding Smartphone Sensor and App Data for Enhancing the Security of Secret
Questions
10 3iTmc1
0
Design and Analysis of an Efficient Friend-to-Friend Content Dissemination System
11 3iTmc1
1
Mobile Demand Profiling for Cellular Cognitive Networking
12 3iTmc1
2
ORBIT: A Platform for Smartphone-Based Data-Intensive Sensing Applications
13 3iTmc1
3
Overcoming IoT Language Barriers Using Smartphone SDRs
14 3iTmc1
4
Quantifying Interdependent Privacy Risks with Location Data
15 3iTmc1
5
Analysis of Multi-Hop Probabilistic Forwarding for Vehicular Safety Applications on
Highways
16 3iTmc1
6
Differentially Private Location Protection for Worker Datasets in Spatial Crowdsourcing

5. 17 3iTmc1
7
Maximizing Charging Satisfaction of Smartphone Users via Wireless Energy Transfer
18 3iTmc1
8
Performance-Aware Energy Optimization on Mobile Devices in Cellular Network
19 3iTmc1
9
Priority-Aware FEC Coding for High-Definition Mobile Video Delivery Using TCP
20 3iTmc2
0
Propagation- and Mobility-Aware D2D Social Content Replication
21 3iTmc2
1
ShakeUnlock: Securely Transfer Authentication States Between Mobile Devices
22 3iTmc2
2
A Fine-Grained Indoor Location-Based Social Network
23 3iTmc2
3
Harnessing Encrypted Data in Cloud for Secure and Efficient Mobile Image Sharing
24 3iTmc2
4
Pothole in the Dark: Perceiving Pothole Profiles with Participatory Urban Vehicles
25 3iTmc2
5
Battery-Aware Mobile Data Service
26 3iTmc2
6
Learn to Recognise: Exploring Priors of Sparse Face Recognition on Smartphones
27 3iTmc2
7
Rapid, User-Transparent, and Trustworthy Device Pairing for D2D-Enabled Mobile
Crowdsourcing
28 3iTmc2
8
Smartphone-Based Real Time Vehicle Tracking in Indoor Parking Structures
29 3iTmc2
9
Using Wireless Link Dynamics to Extract a Secret Key in Vehicular Scenarios
30 3iTmc3
0
A Proxy-Based Collaboration System to Minimize Content Download Time and Energy
Consumption
31 3iTmc3
1
Context-Aware System Design for Remote Health Monitoring: An Application to
Continuous Edema Assessment
32 3iTmc3
2
Detecting Mobile Malicious Webpages in Real Time
33 3iTmc3
3
Fine-Grained Abnormal Driving Behaviors Detection and Identification with Smartphones
34 3iTmc3
4
Online Task Assignment for Crowdsensing in Predictable Mobile Social Networks
35 3iTmc3
5
Tracking People in Highly Dynamic Industrial Environments

6. ENGINEERING PROJECT TITLES (2017 - 2018)
TECHNOLOGY: JAVA
DOMAIN : NETWORKING
S.NO CODE TITLES
1 3iTn01 Beyond Overlay: Reaping Mutual Benefits for Primary and Secondary Networks
Through Node-Level Cooperation
2 3iTn02 A Weighted Crowdsourcing Approach for Network Quality Measurement in Cellular Data
Networks
3 3iTn03 Apprenticeship Learning Based Spectrum Decision in Multi-Channel Wireless Mesh
Networks with Multi-Beam Antennas
4 3iTn04 Maximum Link Activation with Cooperative Transmission and Interference Cancellation
in Wireless Networks
5 3iTn05 On the Design of a Reward-Based Incentive Mechanism for Delay Tolerant Networks
6 3iTn06 Performance Analysis of Mobile Data Offloading in Heterogeneous Networks
7 3iTn07 Virtual Multipath Attack and Defense for Location Distinction in Wireless Networks
8 3iTn08 Anti-Jamming Rendezvous Scheme for Cognitive Radio Networks
9 3iTn09 E-HIPA: An Energy-Efficient Framework for High-Precision Multi-Target-Adaptive
Device-Free Localization
10 3iTn10 Enhanced Deployment Algorithms for Heterogeneous Directional Mobile Sensors in a
Bounded Monitoring Area
11 3iTn11 On Improving Wireless Channel Utilization: A Collision Tolerance-Based Approach
12 3iTn12 Load Balancing Under Heavy Traffic in RPL Routing Protocol for Low Power and Lossy
Networks
13 3iTn13 Characterizing the Instantaneous Connectivity of Large-Scale Urban Vehicular Networks
14 3iTn14 Cooperative Source Node Tracking in Non-Line-of-Sight Environments

7. S.NO CODE TITLES
15 3iTn12 Mobility Aware Virtual Network Embedding
16 3iTn13 MoZo: A Moving Zone Based Routing Protocol Using Pure V2V Communication in
VANETs
17 3iTn14 Optimal Cooperative Content Caching and Delivery Policy for Heterogeneous Cellular
Networks
18 3iTn15 Optimal Sleep-Wake Scheduling for Energy Harvesting Smart Mobile Devices
19 3iTn16 Practical Opportunistic Data Collection in Wireless Sensor Networks with Mobile Sinks
20 3iTn17 Spectrum-Energy Efficiency Optimization for Downlink LTE-A for Heterogeneous
Networks
21 3iTn18 Stability Analysis of Frame Slotted Aloha Protocol
ENGINEERINGPROJECTTITLES (2017 - 2018)
TECHNOLOGY: JAVA
DOMAIN : SECURE COMPUTING
S.NO CODE TITLES
1 3iTsc01 MMBcloud -Tree: Authenticated Index for Verifiable Cloud Service Selection
2 3iTsc02 Yes, Machine Learning Can Be More Secure! A Case Study on Android Malware
Detection
3 3iTsc03 On the Soundness and Security of Privacy-Preserving SVM for Outsourcing Data
Classification
4 3iTsc04 SADI: A Novel Model to Study the Propagation of Social Worms in Hierarchical
Networks
5 3iTsc05 A Scalable Approach to Joint Cyber Insurance and Security-as-a-Service Provisioning in
Cloud Computing

8. 6 3iTsc06 Deep Representation based feature extraction and recovering for Finger-vein verification
7 3iTsc07 Preventing Distributed Denial-of-Service Flooding Attacks with Dynamic Path Identifiers
8 3iTsc08 NetSpam: a Network-based Spam Detection Framework for Reviews in Online Social
Media
9 3iTsc09 Two-Cloud Secure Database for Numeric-Related SQL Range Queries with Privacy
Preserving
10 3iTsc10 Cloud Data Auditing Techniques with a Focus on Privacy and Security